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K. M. Bahalul Haque","affiliation":[{"name":"LUT University","address":{"name":"LUT School of Engineering Science, LUT University, Lappeenranta, Finland","@type":"PostalAddress"},"@type":"Organization"}],"email":"Bahalul.haque@lut.fi","@type":"Person"},{"name":"Md. Oahiduzzaman Mondol Zihad","affiliation":[{"name":"North South University","address":{"name":"Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"},{"name":"Md. Rifat Hasan","affiliation":[{"name":"Fareast International University","address":{"name":"Department of Computer Science & Engineering, Fareast International University, Dhaka, Bangladesh","@type":"PostalAddress"},"@type":"Organization"}],"@type":"Person"}],"keywords":"5G, IoT, Opportunities, Challenges, Architecture","description":"The Fifth Generation Communication System (5G) has revolutionized data (voice, text, and hybrid) transmission and communication. Advanced communication protocol and sophisticated technology open up the opportunity to integrate 5G with other state-of-the-art technologies. Similarly, the Internet of Things combines sensors, actuators, and other devices that network together to collect contextual and environmental data for application-specific purposes. Nowadays, the applications of IoT need a fast data transfer to ensure smooth service. 5G has the potential to achieve this function for IoT. However, the energy-efficient architecture and easy-to-manage 5G-enabled IoT are still developing. Hence, the potential vulnerability issues of 5G-enabled IoT architecture need to be studied. In this paper, firstly, we have comprehensively discussed the fundamental architecture and characteristics of the 5G ecosystem. Later, the paper comprehensively outlined the characteristics and layered architecture of the internet of things. 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K. M. Bahalul Haque<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><sup class="u-js-hide"><a href="#Aff7">7</a></sup>, </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Md_-Oahiduzzaman_Mondol_Zihad" data-author-popup="auth-Md_-Oahiduzzaman_Mondol_Zihad">Md. Oahiduzzaman Mondol Zihad</a><sup class="u-js-hide"><a href="#Aff8">8</a></sup> & </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Md_-Rifat_Hasan" data-author-popup="auth-Md_-Rifat_Hasan">Md. Rifat Hasan</a><sup class="u-js-hide"><a href="#Aff9">9</a></sup> </li></ul> <div class="app-overview-section__separator app-overview-section__book-series"> <div class="app-book-series-listing"> <div> <svg class="app-book-series-listing__icon" width="24" height="24" aria-hidden="true" focusable="false"><use href="#icon-eds-i-book-series-medium"></use></svg> </div> <div> <p data-test="series-link"> <span class="app-book-series-listing__description">Part of the book series:</span> <a href="https://www.springer.com/series/16799" data-track="click" data-track-action="open book series" data-track-label="link">Springer Tracts in Electrical and Electronics Engineering</a> ((STEEE)) </p> </div> </div> </div> <div class="app-overview-section__separator" data-test="article-metrics"> <div id="altmetric-container"> <ul class="app-article-metrics-bar u-list-reset" data-test="article-metrics"> <li class="app-article-metrics-bar__item" data-test="access-count"> <p class="app-article-metrics-bar__count"><svg class="u-icon app-article-metrics-bar__icon" width="24" height="24" aria-hidden="true" focusable="false"> <use xlink:href="#icon-eds-i-accesses-medium"></use> </svg>9252 <span class="app-article-metrics-bar__label">Accesses</span></p> </li> </ul> </div> </div> </div> </header> </div> <div data-article-body="true" data-track-component="chapter body" class="c-article-body"> <section aria-labelledby="Abs1" data-title="Abstract" lang="en"><div class="c-article-section" id="Abs1-section"><h2 id="Abs1" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Abstract</h2><div class="c-article-section__content" id="Abs1-content"><p>The Fifth Generation Communication System (5G) has revolutionized data (voice, text, and hybrid) transmission and communication. Advanced communication protocol and sophisticated technology open up the opportunity to integrate 5G with other state-of-the-art technologies. Similarly, the Internet of Things combines sensors, actuators, and other devices that network together to collect contextual and environmental data for application-specific purposes. Nowadays, the applications of IoT need a fast data transfer to ensure smooth service. 5G has the potential to achieve this function for IoT. However, the energy-efficient architecture and easy-to-manage 5G-enabled IoT are still developing. Hence, the potential vulnerability issues of 5G-enabled IoT architecture need to be studied. In this paper, firstly, we have comprehensively discussed the fundamental architecture and characteristics of the 5G ecosystem. Later, the paper comprehensively outlined the characteristics and layered architecture of the internet of things. Then, this chapter also explores the requirements of 5G-enabled IoT, Blockchain-based 5G IoT, and 5G with artificial intelligence. Followed by this discussion, the chapter investigates the opportunities of 5G IoT in different domains. Finally, this paper investigates and analyzes the research gaps, challenges, and probable solutions comprehensively in a tabular format.</p></div></div></section> <div data-test="cobranding-download"> <div class="note test-pdf-link" id="cobranding-and-download-availability-text"> <div class="c-article-access-provider" data-component="provided-by-box"> <p class="c-article-access-provider__text c-article-access-provider__text--chapter"> You have full access to this open access chapter,  <a href="/content/pdf/10.1007/978-981-99-3668-7_11.pdf?pdf=inline%20link" class="c-pdf-download__link" id="js-body-chapter-download" style="display: inline; padding:0px!important;" target="_blank" rel="noopener" data-track="content_download" data-track-context="article body" data-track-type="chapter PDF download" data-track-action="Pdf download" data-track-label="inline link" download>Download chapter PDF</a> <svg width="24" height="24" focusable="false" role="img" aria-hidden="true" class="c-download-pdf-icon-large"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-download-medium"></use> </svg> </p> </div> </div> </div> <section aria-labelledby="inline-recommendations" data-title="Inline Recommendations" class="c-article-recommendations" data-track-component="inline-recommendations"> <h3 class="c-article-recommendations-title" id="inline-recommendations">Similar content being viewed by others</h3> <div class="c-article-recommendations-list"> <div class="c-article-recommendations-list__item"> <article class="c-article-recommendations-card" itemscope itemtype="http://schema.org/ScholarlyArticle"> <div class="c-article-recommendations-card__img"><img src="https://media.springernature.com/w92h120/springer-static/cover-hires/book/978-3-030-67490-8?as=webp" loading="lazy" alt=""></div> <div class="c-article-recommendations-card__main"> <h3 class="c-article-recommendations-card__heading" itemprop="name headline"> <a class="c-article-recommendations-card__link" itemprop="url" href="https://link.springer.com/10.1007/978-3-030-67490-8_1?fromPaywallRec=false" data-track="select_recommendations_1" data-track-context="inline recommendations" data-track-action="click recommendations inline - 1" data-track-label="10.1007/978-3-030-67490-8_1">Blockchain and 5G-Enabled Internet of Things: Background and Preliminaries </a> </h3> <div class="c-article-meta-recommendations" data-test="recommendation-info"> <span class="c-article-meta-recommendations__item-type">Chapter</span> <span class="c-article-meta-recommendations__date">© 2021</span> </div> </div> </article> </div> <div class="c-article-recommendations-list__item"> <article class="c-article-recommendations-card" itemscope itemtype="http://schema.org/ScholarlyArticle"> <div class="c-article-recommendations-card__img"><img src="https://media.springernature.com/w215h120/springer-static/image/art%3A10.1007%2Fs11042-024-19278-6/MediaObjects/11042_2024_19278_Fig1_HTML.png" loading="lazy" alt=""></div> <div class="c-article-recommendations-card__main"> <h3 class="c-article-recommendations-card__heading" itemprop="name headline"> <a class="c-article-recommendations-card__link" itemprop="url" href="https://link.springer.com/10.1007/s11042-024-19278-6?fromPaywallRec=false" data-track="select_recommendations_2" data-track-context="inline recommendations" data-track-action="click recommendations inline - 2" data-track-label="10.1007/s11042-024-19278-6">Internet of things technology, research, and challenges: a survey </a> </h3> <div class="c-article-meta-recommendations" data-test="recommendation-info"> <span class="c-article-meta-recommendations__item-type">Article</span> <span class="c-article-meta-recommendations__date">02 May 2024</span> </div> </div> </article> </div> <div class="c-article-recommendations-list__item"> <article class="c-article-recommendations-card" itemscope itemtype="http://schema.org/ScholarlyArticle"> <div class="c-article-recommendations-card__img"><img src="https://media.springernature.com/w92h120/springer-static/cover-hires/book/978-981-19-0095-2?as=webp" loading="lazy" alt=""></div> <div class="c-article-recommendations-card__main"> <h3 class="c-article-recommendations-card__heading" itemprop="name headline"> <a class="c-article-recommendations-card__link" itemprop="url" href="https://link.springer.com/10.1007/978-981-19-0095-2_13?fromPaywallRec=false" data-track="select_recommendations_3" data-track-context="inline recommendations" data-track-action="click recommendations inline - 3" data-track-label="10.1007/978-981-19-0095-2_13">Internet of Things: A Review on Its Applications </a> </h3> <div class="c-article-meta-recommendations" data-test="recommendation-info"> <span class="c-article-meta-recommendations__item-type">Chapter</span> <span class="c-article-meta-recommendations__date">© 2023</span> </div> </div> </article> </div> </div> </section> <script> window.dataLayer = window.dataLayer || []; window.dataLayer.push({ recommendations: { recommender: 'semantic', model: 'specter', policy_id: 'NA', timestamp: 1739783234, embedded_user: 'null' } }); </script> <div class="main-content"> <h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="keywords">Keywords</h2><ul class="c-article-subject-list"><li class="c-article-subject-list__subject"><span><a href="/search?query=5G&facet-discipline="Engineering"" data-track="click" data-track-action="view keyword" data-track-label="link">5G</a></span></li><li class="c-article-subject-list__subject"><span><a href="/search?query=IoT&facet-discipline="Engineering"" data-track="click" data-track-action="view keyword" data-track-label="link">IoT</a></span></li><li class="c-article-subject-list__subject"><span><a href="/search?query=Opportunities&facet-discipline="Engineering"" data-track="click" data-track-action="view keyword" data-track-label="link">Opportunities</a></span></li><li class="c-article-subject-list__subject"><span><a href="/search?query=Challenges&facet-discipline="Engineering"" data-track="click" data-track-action="view keyword" data-track-label="link">Challenges</a></span></li><li class="c-article-subject-list__subject"><span><a href="/search?query=Architecture&facet-discipline="Engineering"" data-track="click" data-track-action="view keyword" data-track-label="link">Architecture</a></span></li></ul> <section data-title="Introduction"><div class="c-article-section" id="Sec1-section"><h2 id="Sec1" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Introduction</h2><div class="c-article-section__content" id="Sec1-content"><p>New technologies, such as Big data, Blockchain, Communication systems, the Internet of Things, Virtual Reality, etc., have revolutionized the world (Li et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018a" title="Li S, Da Xu L, Zhao S (2018a) 5G internet of things: a survey. J Ind Inf Integr. 
 https://doi.org/10.1016/j.jii.2018.01.005
 
 " href="#ref-CR50" id="ref-link-section-d88761056e656">2018a</a>). The Internet of Things (IoT) facilitates information collection using various devices, exchanges data with the help of communication protocols, and transmits data from real-life situations for different IoT applications. By 2030, IoT modules will have connected more than 80 billion people. It creates a massive volume of data generated from different system nodes. 5G network enables IoT to transfer this data with higher speed and data quality irrespective of the data structure differences.</p><p>The IoT systems for future applications will require enormous capabilities regarding the data receiving and processing mechanism. 5G can provide the platform to achieve these capabilities. Implementing a 5G network in IoT infrastructure will pose a new challenge and open many research windows. At the same time, it will provide unrivaled potential in modern times. 5G network aims to improve drawbacks of prior communication networks including 2G/3G/4G. It will also add new capabilities to the mentioned network system forming an architecture for heterogenic use. 5G IoT applications support a variety of QoS criteria, wide spectrum of wireless connections, and large quantities of data traffic. There are various benefits and drawbacks due to the gap in convergent technologies. The installation value as well as the growth of accomplishments for these drawbacks restrains this advancement. 5G is configured to improve the speed and security of our connections. So, 5G will enable modern enterprises and applications due to security, high speed, adaptation of new technologies and applications with a low-cost deployment.</p><p>5G is envisioned as a future cellular network technology with a 99.99999 percent dependability and a 100Mbps data transfer rate. It can ensure a consistent high-speed experience for users projecting an estimated one millisecond of round-trip delay. The three primary sorts of applications that make up 5G are Ultra-Reliable Low Latency Communication (URLLC), Massive Machine Type Communication (mMTC), and Enhanced Mobile Broadband (eMBB). Haptic communication and automation integration are made possible using fixed access bands of sub-GHZ mm-Wave embedded with tiny Base Stations (BTS) and mm-Wave local nodes. Furthermore, 5G cellular networks can interface with UAVs in various ways. Blockchain technology, according to recent research, increases the security, privacy, and transparency spectrums of 5G (llah et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Llah et al (2019) 5G communication: an overview of vehicle-to everything, drones, and healthcare use-cases. IEEE Access 7:37251–37268. 
 https://doi.org/10.1109/ACCESS.2019.2905347
 
 " href="#ref-CR54" id="ref-link-section-d88761056e665">2019</a>). In compliance with blockchain and AI, 5G can change the world of communication (Haque and Rahman <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Haque AKM, Rahman M (2020) Blockchain technology: methodology, application and security issues. IJCSNS Int J Comput Sci Netw Secur 20(2)" href="#ref-CR35" id="ref-link-section-d88761056e668">2020</a>).</p><p>The Internet of Objects (IoT) is based on the concept of intercommunication amongst heterogeneous things that use a variety of communication standards, stations, sensors, nodes, data centers, and artificial intelligence (AI) capable devices. As a result, the next generation 5G network will be connected to billions of devices, resulting in a super IoT infrastructure.</p><p>5G integrated IoT is an idea to develop the communication and transmission process of data in the IoT environment (Arora et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Arora S, Sharma N, Bhushan B, Kaushik I, Ahmad A (2020) Evolution of 5G wireless network in IoT. In: 2020 IEEE 9th international conference on communication systems and network technologies (CSNT). DOI: 
 https://doi.org/10.1109/csnt48778.2020.9115773
 
 " href="#ref-CR7" id="ref-link-section-d88761056e678">2020</a>). Implementation of 5G in IoT architecture will change tour lifestyle bringing a vast amount of IoT devices in one place within a second. It will provide the applications that we believe to be backdated due to response time as the fastest ones. The 5th generation wireless system is a driver for modern-day IoT applications. Shortly, the 5G will become inevitable for the advanced devices used in IoT systems. Even there is a chance of needing advanced 5G for more advanced applications of IoT like satellite research or worldwide wireless data transmission (Popovski et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018" title="Popovski P, Trillingsgaard KF, Simeone O, Durisi G (2018) 5G Wireless network slicing for eMBB, URLLC, and mMTC: a communication-theoretic view. IEEE Access 6:55765–55779. 
 https://doi.org/10.1109/ACCESS.2018.2872781
 
 " href="#ref-CR66" id="ref-link-section-d88761056e681">2018</a>). Nevertheless, along with these, there come some issues regarding the architecture. It is still a new concept and consistently evolving. Getting a low latency in a wide range is not an easy task. 5G itself is developing and has not yet been implemented worldwide. Hence, there remains a vast domain of security and structural challenges.</p><p>This chapter explains the opportunities and challenges of the 5G integrated IoT ecosystem. The domain can be extended to blockchain and artificial intelligence perspectives. The outline of the contribution of this work can be briefed as follows:</p><ul class="u-list-style-bullet"> <li> <p>The fundamental concept, architecture, and characteristics of the 5G ecosystem and its evolution are comprehensively discussed.</p> </li> <li> <p>Discussed an overview of IoT, along with its characteristics.</p> </li> <li> <p>The three-layered architecture for IoT systems has been speculated.</p> </li> <li> <p>Requirements to build a 5G integrated IoT ecosystem are outlined.</p> </li> <li> <p>Presents a holistic description of 5G-enabled IoT application scope in different domains.</p> </li> <li> <p>Finally, delves deep into analyzing the research gaps, challenges, and tentative solutions of 5G IoT.</p> </li> </ul> <p>The rest of the paper is structured as follows: section “<a data-track="click" data-track-label="link" data-track-action="section anchor" href="#Sec2">Overview of 5G</a>” provides an overview of 5G and its evolution and general architectural requirements. Section “<a data-track="click" data-track-label="link" data-track-action="section anchor" href="#Sec9">An Insight into IoT</a>” details the IoT characteristics and the layered architecture. Section “<a data-track="click" data-track-label="link" data-track-action="section anchor" href="#Sec20">Requirements for 5G Integrated IoT Architecture</a>” illustrates the basics of the 5G integrated IoT ecosystem in different domains. Section “<a data-track="click" data-track-label="link" data-track-action="section anchor" href="#Sec26">portunities of 5G Integrated IoT</a>” illustrates the opportunities of 5G IoT in various domains. Finally, section “<a data-track="click" data-track-label="link" data-track-action="section anchor" href="#Sec48">Challenges of 5G Integrated IoT</a>” speculates the challenges of the 5G IoT ecosystem for future research, followed by the conclusion in section “<a data-track="click" data-track-label="link" data-track-action="section anchor" href="#Sec62">Conclusion</a>”.</p></div></div></section><section data-title="Overview of 5G"><div class="c-article-section" id="Sec2-section"><h2 id="Sec2" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Overview of 5G</h2><div class="c-article-section__content" id="Sec2-content"><p>5G enables the next generation of mobile networks to make a quantum leap forward in wireless communication. Day by day, the demands of many applications are increasing. The rapidly changing wireless technology is constantly trying to keep up with this evolution. Applications that are dependent on big data and other networks of multiple things like quick money transfer, detecting critical diseases, inventory management etc. use the characteristics of 5G to enhance the system increasing efficacy (Ficzere et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Ficzere D, Soós G, Varga P, Szalay Z (2021) Real-life V2X measurement results for 5G NSA performance on a high-speed motorway. In: IFIP/IEEE international symposium on integrated network management (IM) pp 836–841" href="#ref-CR22" id="ref-link-section-d88761056e757">2021</a>). 4G and prior generations cannot support the latest apps that require high data processing ability with high quality of service (QoS) and quality of experience (QoE). The transmission rates are likewise in Gbps, and the typical transmission rate is 100+ (Mbps). The tests show that 5G can give a transmission rate up to 20 Gbps, which is 100 times faster than 4G. So, introducing 5G in the network system can change the communication process entirely.</p><h3 class="c-article__sub-heading" id="Sec3">Evolution of 5G</h3><p>In the 1950s, the first rudimentary portable communications were introduced in the United States. The first (1G) portable was introduced after three decades. The second generation of radio communication (2G) was spurred by digital technologies that used one’s SMS efficiency with the invention of the microprocessor. After a few years, the GPRS combined with 2G network provides the benefits of sharing voice calls, MMS, pictures, etc. more smoothly. For improved systems, the third era (3G) was adopted in the sound and notifying equipment like live TV and fast internet in the twenty-first century. The Fourth Generation (4G) was developed in response to the excessively high momentum of online connection in 4G-enabled gadgets. Modern-day communication exceeds the barrier of mobile phones including iceboxes, computers, automobiles, and other modern gadgets to the architecture. A fast site and data transfer feature is necessary to understand ongoing device engagement and access additional devices. This fact also inspires the innovation of fifth era (5G) of communication. We can simply put it, 5G is a 5th generation mobile network. Here, we will discuss three types of 5G in general (Waring <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018" title="Waring J (2018) China to take 40% of 5G connections in 2025. Mobile World Live. 
 https://www.mobileworldlive.com/asia/asia-news/china-to-take-40-of-5g-connections-in-202
 
 " href="#ref-CR82" id="ref-link-section-d88761056e767">2018</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec4">Low Band 5G</h4><p>Low-band 5G uses frequencies less than 2 GHz. These are the radio and television frequencies that have been around the longest. They can cover vast distances, but there are no particularly large channels. The Low Band 5G indicates the lowest possible data rate. As a result, 5G with limited bandwidth is sluggish. These channels vary from 5 to 15 MHz for different cellular networks like AT&T, T-Mobile, and Verizon. It is considered to be the worst case of 5G, which is somewhat faster than 4G.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec5">Medium Band 5G</h4><p>Mid-band 5G uses 2.5 GHz and 3.5–3.7 GHz frequencies in most countries. It is faster than Low-band 5G using less than 6 GHz frequency. It can cover the majority of frequencies used by the mobile and networks connected to Wi-Fi, as well as several frequencies slightly above them. Because these networks can cover a radius of several miles from towers built-in not more than half a mile across, they are the functioning networks with the highest 5G traffic in most nations.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec6">High Band 5G</h4><p>Compared to the 5G mentioned above, short-distance tower-enabled millimeter wave spectrum brings high-band 5G. The airwaves have mostly been in the 20–100 GHz band till now. These frequencies have never been used for consumer purposes previously. They're only used across short distances. Therefore, running the tests on several platforms suggests roughly 800 feet away in a dense urban environment from the towers. However, there are many unoccupied signals, allowing for extremely high speeds of hopefully up to 800 MHz at a time.</p><h3 class="c-article__sub-heading" id="Sec7">Characteristics and Requirements of 5G Ecosystem</h3><p>5G can increase its speed up to 20 times than 4G. It is expected to offer 20 GB per second speed whereas 4G is only promised 1 GB per second. Varying to the network infrastructure and service operator, the speed can vary. According to Qualcomm, 5G has shown a speed of 4.5 GB per second in its tests and an average of 1.4 GB per second (Qualcomm <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Qualcomm (n.d.) What is 5G—everything you need to know about 5G. Retrieved Nov 9, 2020, from 
 https://www.qualcomm.com/invention/5g/what-is-5g
 
 " href="#ref-CR68" id="ref-link-section-d88761056e802">2020</a>). This is at least 20 times improved speed than the fastest 4G network. Enabling 5G to reach that speed will change the form of HD streaming, making the ‘download’ button a ‘play’ button. For the high latency, delay time will be significantly reduced and browsing will faster than ever before. Some of the significant characteristics of the 5G network are:</p><ul class="u-list-style-bullet"> <li> <p>Very low latency (around 1 ms).</p> </li> <li> <p>Speed up to 100 Gbps (10–100× than 4G and 4.5G).</p> </li> <li> <p>Availability of 99.99% over the world.</p> </li> <li> <p>Cover 100% of the places.</p> </li> <li> <p>Reduction of energy up to 90%.</p> </li> <li> <p>Increase battery life for IoT devices with low power up to 10 year.</p> </li> </ul> <p>To have a 5G network with these characteristics in association with IoT, there should be some specific capabilities provided to the architecture (Kozma et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Kozma D, Varga P, Soós G (2019) Supporting digital production, product lifecycle and supply chain management in industry 4.0 by the arrowhead framework—a survey. In: 2019 IEEE 17th international conference on industrial informatics (INDIN), pp 126–131. 
 https://doi.org/10.1109/INDIN41052.2019.8972216
 
 " href="#ref-CR47" id="ref-link-section-d88761056e848">2019</a>). Such as:</p><ul class="u-list-style-bullet"> <li> <p>Efficient resource management for IoT and bulk operations.</p> </li> <li> <p>Prioritize the quality of service and standard control.</p> </li> <li> <p>Network slicing and exposure.</p> </li> <li> <p>Energy efficacy.</p> </li> <li> <p>Application in cyber-physical domain.</p> </li> <li> <p>Positioning availability.</p> </li> </ul> <p>High dependability is a fundamental differentiator as compared to non-licensed radio spectrum designs or traditional, evolutionary-engineered heterogeneous networks (Bose et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2011" title="Bose SK, Brock S, Skeoch R, Rao S (2011) CloudSpider: combining replication with scheduling for optimizing live migration of virtual machines across wide area networks. In: 2011 11th IEEE/ACM international symposium on cluster cloud and grid computing, pp 13–22. 
 https://doi.org/10.1109/CCGrid.2011.16
 
 " href="#ref-CR15" id="ref-link-section-d88761056e894">2011</a>). So, it is especially critical for 5G.</p><h3 class="c-article__sub-heading" id="Sec8">5G Architecture</h3><p>The network layer, controller layer, management, and service layer are the four levels of the 5G architecture paradigm. The 5G protocol stack has two sublayers: Radio Link Control (RLC) and Pocket Data Convergence Protocol (PDCP). Instead of base stations (BS), 5G's network architecture uses adaptive, virtual, and flexible radio access network (RAN) points and a sophisticated dispersed design. To establish various data access points, these virtual RANs incorporate additional interfaces, components, and compositions (Ngo <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Ngo HQ (2021) Massive MIMO. In: Lin X, Lee N (eds) 5G and beyond. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-58197-8_4
 
 " href="#ref-CR62" id="ref-link-section-d88761056e905">2021</a>). A generic architecture for 5G ecosystem must have the following function:</p><ul class="u-list-style-bullet"> <li> <p>Radio Access Network (RAN): 5G uses RAN to connect many technologies providing FDD frequency.</p> </li> <li> <p>Data Network: It provides operator services third-party services for internet access.</p> </li> <li> <p>Access and Mobility Management: This function ensures integrity protection, authorizes access, manages mobility, links among devices, connect ability, etc.</p> </li> <li> <p>Network Slice Selection: This function decides instances for user equipment and information for the assistance function.</p> </li> <li> <p>Server Authentication Function: It does the work of authentication for trusted and untrusted 3GPP access.</p> </li> <li> <p>Control Policy: This function initiates policy frameworks to control network behavior.</p> </li> <li> <p>Network Exposure: It exposes the network application and manages external and internal communication securing information.</p> </li> </ul> <p>There are many more functions of 5G architecture varying from application to application. However, the basic scenario of every function tends to achieve more speed, low latency, proper management, and security (Haque and Bhushan <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021a" title="Haque AKMB, Bhushan B (2021a) Security attacks and countermeasures in wireless sensor networks. Integr WSNs Internet of Things 17–43. 
 https://doi.org/10.1201/9781003107521-2
 
 " href="#ref-CR28" id="ref-link-section-d88761056e957">2021a</a>).</p></div></div></section><section data-title="An Insight into IoT"><div class="c-article-section" id="Sec9-section"><h2 id="Sec9" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">An Insight into IoT</h2><div class="c-article-section__content" id="Sec9-content"><p>IoT or the Internet of Things is a networked digital system of various electronic devices like sensors, activators, receivers, nodes that compute data, etc. By eliminating human involvement, IoT devices have transformed the data collecting and processing system. From top to bottom, IoT devices enhance the development of concepts like smart home, smart vehicle, smart agriculture (Pranto et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Pranto TH, Noman AA, Mahmud A, Haque AKMB (2021) Blockchain and smart contract for IoT enabled smart agriculture. PeerJ Comput Sci 7. 
 https://doi.org/10.7717/peerj-cs.407
 
 " href="#ref-CR67" id="ref-link-section-d88761056e969">2021</a>), smart health care, communication, cybersecurity and many more systems (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021a" title="Haque AKMB, Muniat A, Ullah PR, Mushsharat S (2021a) An automated approach towards smart healthcare with blockchain and smart contracts. In: 2021a international conference on computing, communication, and intelligent systems (ICCCIS). 
 https://doi.org/10.1109/icccis51004.2021.9397158
 
 " href="#ref-CR37" id="ref-link-section-d88761056e972">2021a</a>). They have been used to conduct, monitor, and produce reactions based on the information gathered. People have been thinking of connecting devices to the Internet for a long time. The Internet of Things, on the other hand, enhances and extends network technology based on existing internet technology, allowing computing and smart objects to connect and communicate with one another. The IoT can be broadly defined as any object that communicates, produces, and interchanges data with other objects via the Internet to perform orientation tracing, tracking, intelligent recognition, and management. This process is conducted by various sensors or peripherals such as GPS, thermal sensors, RFID, etc. (Yang et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2011" title="Yang Z, Yue Y, Yang Y, Peng Y, Wang X, Liu W (2011) Study and application on the architecture and key technologies for IOT. In: International conference on multimedia technology, pp 747–751. 
 https://doi.org/10.1109/ICMT.2011.6002149
 
 " href="#ref-CR85" id="ref-link-section-d88761056e975">2011</a>).</p><h3 class="c-article__sub-heading" id="Sec10">Characteristics of IoT</h3><p>There are many functional and non-functional IoT needs for creating the infrastructure. We will discuss some of the most valuable characteristics of IoT here.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec11">Availability</h4><p>To provide customers with facilities wherever and whenever they need them, IoT availability must be implemented at the hardware and software levels. The capacity of IoT systems to give functionality to anybody in any location is referred to as software availability (Mistry et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020a" title="Mistry ST, Tyagi S, Kumar N (2020a) Blockchain for 5G-enabled IoT for industrial automation: a systematic review, solutions, and challenges. Mech Syst Signal Process 135:106382. 
 https://doi.org/10.1016/j.ymssp.2019.106382
 
 " href="#ref-CR59" id="ref-link-section-d88761056e992">2020a</a>). The nature of computers that are always compatible with IoT features and protocols is referred to as hardware availability. To allow IoT capabilities, protocols like IPv6, 6LoWPAN, RPL, CoAP, and others need to be implemented inside the restricted devices of the single board resource. One technique for achieving high IoT service availability is to ensure the availability of critical hardware and facilities (Bahalul Haque <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Bahalul Haque AKM (2019) Need for critical cyber defence, security strategy and privacy policy in Bangladesh—hype or reality? Int J Manag Inf Technol 11(01):37–50. 
 https://doi.org/10.5121/ijmit.2019.11103
 
 " href="#ref-CR9" id="ref-link-section-d88761056e995">2019</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec12">Mobility</h4><p>Although most utilities are designed to be delivered via Smartphone devices, IoT implementation is hampered by accessibility. A key IoT premise is to keep customers connected to their preferred resources when moving. When mobile devices are relocated from one gateway to another, service interruptions may occur. Caching and tunneling for service continuity allow apps to access IoT data even if the internet is down for a short time. The vast number of smart devices available in IoT systems is usually included in any solid framework for mobility control.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec13">Scalability</h4><p>Scalability in the Internet of Things refers to the ability to accept new client equipment, software, and capabilities without compromising the efficiency of existing systems. It is not straightforward to add new processes and manage extra devices, especially when there are several hardware platforms and communication protocols to contend with. IoT applications must be built from the ground up to enable extendable services and operations.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec14">Security and Privacy</h4><p>On diverse networks, such as the Internet of Things, ensuring user security and privacy is strict. The fundamental functioning of the Internet of Things is built on data transmission between billions, if not trillions, of Internet-connected items. One great problem in IoT security left out of the standards is the key distribution between devices. The growing number of intelligent objects around us with sensitive data necessitates transparent and simple access control management, such as enabling one vendor to view the data. In contrast, another controls the device (Bahalul Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2022" title="Bahalul Haque AKM, Bhushan B, Nawar A, Talha KR, Ayesha SJ (2022) Attacks and countermeasures in IoT based smart healthcare applications. In: Balas VE, Solanki VK, Kumar R (eds) Recent advances in internet of things and machine learning. Intelligent systems reference library, vol 215. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-90119-6_6
 
 " href="#ref-CR10" id="ref-link-section-d88761056e1023">2022</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec15">Performance</h4><p>The performance of IoT services is difficult to evaluate since it is based on the performance of many components and the underlying technology. The Internet of Things, like other programs, must constantly develop and expand its offerings in order to meet user expectations. To give the most value at the lowest cost to customers, IoT solutions must be monitored and validated. IoT performance may be measured using various criteria, including processing speed, connection speed, system form factor, and cost.</p><p>IoT also needs to manage the larger amount of information or data created in the ecosystem, ensuring the interoperability and quality of service.</p><h3 class="c-article__sub-heading" id="Sec16">Layered Architecture of IoT</h3><p>Various designs have been suggested for IoT worlds. In general, such structures are divided into three categories. There are three types of architecture: three-layer architecture, four-layer architecture, and five-layer architecture. In this chapter, we will look at the three-layered architecture. It is organized keeping mid some specific tasks to accomplish by the system like executing service functions, transmitting data, and connection among service devices. It results in three layers, Application layer, Network/Transmission layer, and Perception/Edge layer.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec17">Application Layer</h4><p>In different implementations, this layer may include various services. Smart grids, healthcare, and autonomous automobiles are examples of IoT deployment in smart cities and homes. Because the application layer might serve as a service support middleware, a networking standard, or a cloud computing platform, security considerations vary depending on the application's environment and industry. The application layer provides customers with the services they require. The application layer, for example, should give temperature and relative humidity values to the client who has requested the information. This layer is critical for the IoT because it allows for creating high-quality smart services that fulfill user demands.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec18">Network Layer</h4><p>Acting as a bridge, the network layer controls data transfer to subsequent layers. This layer connects to the visual layer. Different smart devices are connected to the network layer following control function protocol (IEEE 802.x) and authentication standards (GPS, and Near-Field Connectivity (NFC)). A server backend architecture, smart devices, and the Internet protocol contribute to this tier. In addition, the network layer can be handled according to the peculiarities of the deployed environment. The transmission of data is highly prone to cyber-attacks. Intelligent intrusion detection key encryption with secured management-based IoT security framework is the most popular along with the latest adoption of blockchain technology.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec19">Edge Layer</h4><p>Edge layer manages the IoT devices or sensors like RFID, different actuators, cameras, intensity detectors, moisture and pressure sensors, etc., using gateways in a coordinating function to connect with the client or their working domains. Its main task is to collect data from the environment and transfer them forward for further processing. IPs like IPv6 or gateways can transmit this to follow protocol translation and traffic management. The sensors and actuators prohibit a common and standard security mechanism from protecting these devices. Hence, the interoperability among devices and physical accessibility expose a handful of security threats. Researchers have proposed security solutions for this layer based on machine learning, multi-stepped authorization, secure channeling through anti-malware, etc.</p></div></div></section><section data-title="Requirements for 5G Integrated IoT Architecture"><div class="c-article-section" id="Sec20-section"><h2 id="Sec20" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Requirements for 5G Integrated IoT Architecture</h2><div class="c-article-section__content" id="Sec20-content"><p>5G-enabled IoT needs special attention for its heterogeneity, advancement, and application. However, there are some requirements that all the architecture should follow (Li et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018b" title="Li S, Xu LD, Zhao S (2018b) 5g internet of things: a survey. J Ind Inf Integr 10:1–9. 
 https://doi.org/10.1016/j.jii.2018.01.005
 
 " href="#ref-CR51" id="ref-link-section-d88761056e1079">2018b</a>):</p><ul class="u-list-style-bullet"> <li> <p>5G IoT must ensure a low latency of 1 ms considering the sensitive internet system and medical perspective.</p> </li> <li> <p>The architecture must ensure low energy consumption for low-battery life IoT devices but enough for 5G to transfer data.</p> </li> <li> <p>An advanced application like Virtual Reality or Augmented Reality needs a high speed of 25 Mbps, so the architecture must follow with the future needs.</p> </li> <li> <p>Security must be top-notch, considering massive data transmission at a very high speed.</p> </li> <li> <p>The devices with mobility factors will get priority for the 5G IoT infrastructure.</p> </li> </ul> <p>The fundamental 5G IoT architecture consists of five steps in general: sensors, IoT Gateway, 5G-based station, cloud storage, and application (Arsh et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Arsh M, Bhushan B, Uppal M (2021) Internet of Things (IoT) Toward 5G NETWORK: design requirements, integration trends, and future research directions. Adv Intell Syst Comput 887–899. 
 https://doi.org/10.1007/978-981-15-9927-9_85
 
 " href="#ref-CR8" id="ref-link-section-d88761056e1118">2021</a>). These steps can be comprised in IoT layers to bring up a general 5G IoT architecture.</p><h3 class="c-article__sub-heading" id="Sec21">Edge Layer of 5G IoT</h3><p>The sensors and gateway of IoT can be comprised of 5G in this layer. For example, sensors for wearable ECG, temperature, smart manufacturing etc. will use this layer to transmit and process information using 5G technology (Shdefat et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Shdefat AY, Mostafa N, Saker L, Topcu A (2021) A survey study of the current challenges and opportunities of deploying the ECG biometric authentication method in IoT and 5G environments. Indones J Electr Eng Inf (IJEEI) 9(2):394–416. 
 https://doi.org/10.52549/ijeei.v9i2.2890
 
 " href="#ref-CR75" id="ref-link-section-d88761056e1128">2021</a>).</p><h3 class="c-article__sub-heading" id="Sec22">Network Layer of 5G IoT</h3><p>The network layer will hold the 5G base station and cloud storage to process data using IoT devices.</p><h3 class="c-article__sub-heading" id="Sec23">Application Layer of 5G IoT</h3><p>The application layer will provide all the support for the end system like smart home, smart supply chain, etc. (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021b" title="Haque B, Hasan R, Zihad OM (2021b) SmartOil: blockchain and smart contract-based oil supply chain management. IET Blockchain. 
 https://doi.org/10.1049/blc2.12005
 
 " href="#ref-CR31" id="ref-link-section-d88761056e1148">2021b</a>).</p><p>Following the above-mentioned general architecture, 5G IoT can support millimeter-wave (Rahimi et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018" title="Rahimi H, Zibaeenejad A, Safavi AA (2018) A novel IoT architecture based on 5G-IoT and next generation technologies. In: Proceedings of the 2018 IEEE 9th annual information technology, electronics and mobile communication conference (IEMCON), Vancouver, BC, Canada, 1–3 November 2018, pp 81–88" href="#ref-CR69" id="ref-link-section-d88761056e1154">2018</a>), D2D communication, nano-chip, wireless software (Huang et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Huang M, Liu A, Xiong NN, Wang T, Vasilakos AV (2020) An effective service-oriented networking management architecture for 5G-enabled internet of things. Comput Netw 173:107208" href="#ref-CR42" id="ref-link-section-d88761056e1157">2020</a>), mobile edge computing, data analytics cloud computing (Mudigonda et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Mudigonda P, Abburi SK (2020) A survey: 5G in IoT is a boon for big data communication and its security. In: ICDSMLA 2019. Springer, Berlin/Heidelberg, Germany, pp 318–327" href="#ref-CR61" id="ref-link-section-d88761056e1160">2020</a>), and many more technologies and application. In Fig. <a data-track="click" data-track-label="link" data-track-action="figure anchor" href="#Fig1">11.1</a>, we have shown a generalized architecture for the 5G integrated IoT ecosystem.</p><div class="c-article-section__figure js-c-reading-companion-figures-item" data-test="figure" data-container-section="figure" id="figure-1" data-title="Fig. 11.1"><figure><figcaption><b id="Fig1" class="c-article-section__figure-caption" data-test="figure-caption-text">Fig. 11.1</b></figcaption><div class="c-article-section__figure-content"><div class="c-article-section__figure-item"><a class="c-article-section__figure-link" data-test="img-link" data-track="click" data-track-label="image" data-track-action="view figure" href="/chapter/10.1007/978-981-99-3668-7_11/figures/1" rel="nofollow"><picture><img aria-describedby="Fig1" src="//media.springernature.com/lw685/springer-static/image/chp%3A10.1007%2F978-981-99-3668-7_11/MediaObjects/523563_1_En_11_Fig1_HTML.png" alt="A flow diagram of general 5 G architecture has layers of application, transmission, and edge under I o T, followed by 5 G layers of service, network, and controller and management that connect components and then service." loading="lazy" width="685" height="436"></picture></a></div><div class="c-article-section__figure-description" data-test="bottom-caption" id="figure-1-desc"><p>A general 5G IoT-layered architecture</p></div></div><div class="u-text-right u-hide-print"><a class="c-article__pill-button" data-test="chapter-link" data-track="click" data-track-label="button" data-track-action="view figure" href="/chapter/10.1007/978-981-99-3668-7_11/figures/1" data-track-dest="link:Figure1 Full size image" aria-label="Full size image figure 1" rel="nofollow"><span>Full size image</span><svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-chevron-right-small"></use></svg></a></div></figure></div> <h3 class="c-article__sub-heading" id="Sec24">Blockchain-Based 5G IoT</h3><p>Blockchain (Haque and Bhushan <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021b" title="Haque AKMB, Bhushan B (2021b) Emergence of blockchain technology. Blockchain Technol Data Priv Manage 159–183. 
 https://doi.org/10.1201/9781003133391-8
 
 " href="#ref-CR29" id="ref-link-section-d88761056e1198">2021b</a>) can bring trust and improved security to 5G IoT. It can accelerate data exchange at a lower cost by implementing a cryptographic encryption system to the architecture. The immutability and accountability that blockchain can ensure for the system are marvelous (Hewa et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Hewa TM, Kalla A, Nag A, Ylianttila ME, Liyanage M (2020) Blockchain for 5G and IoT: opportunities and challenges. In: IEEE eighth international conference on communications and networking (ComNet), pp 1–8. 
 https://doi.org/10.1109/ComNet47917.2020.9306082
 
 " href="#ref-CR39" id="ref-link-section-d88761056e1201">2020</a>). Blockchain integrated 5G IoT can bring revolution to industrial IoT, Unmanned Autonomous Vehicle (UAV), and so on (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Haque AKMB, Shurid S, Juha AT, Sadique MS, Asaduzzaman AS (2020) A novel design of gesture and voice controlled solar-powered smart wheel chair with obstacle detection. In: 2020 IEEE international conference on informatics, IoT, and enabling technologies (ICIoT). 
 https://doi.org/10.1109/iciot48696.2020.9089652
 
 " href="#ref-CR36" id="ref-link-section-d88761056e1204">2020</a>). Blockchain and 5G IoT can also be integrated with deep learning (Kaur and Shalu <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Kaur UK, Shalu (2021) Deep learning approach for resource optimization in blockchain, cellular networks, and IoT: open challenges and current solutions. 
 https://doi.org/10.1002/9781119785873.ch16
 
 " href="#ref-CR46" id="ref-link-section-d88761056e1207">2021</a>). The architecture consists of the device layer, blockchain network, 5G mobile network and cloud network (Satpathy et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Satpathy S, Mahapatra S, Singh A (2021) Fusion of blockchain technology with 5G: a symmetric beginning. In: Tanwar S (eds) Blockchain for 5G-enabled IoT. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-67490-8_3
 
 " href="#ref-CR72" id="ref-link-section-d88761056e1210">2021</a>). It provides a data transmission using a smart contract with a 5G speed. Again, 5G IoT can be embedded with 5G mm-wave technology to build its processing center, object processor, sensing regions and application layer (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021c" title="Haque AKM, Arifuzzaman BM, Siddik SAN, Kalam A, Shahjahan TS, Saleena TS, Alam M, Islam MR, Ahmmed F, Hossain MJ (2022) Semantic web in healthcare: a systematic literature review of application, research gap, and future research avenues. Int J Clin Practi 2022" href="#ref-CR32" id="ref-link-section-d88761056e1214">2021c</a>). These layers work together using cloud storage and a 5G network to provide services like education, fire station, transportation, factories, etc.</p><h3 class="c-article__sub-heading" id="Sec25">5G IoT with Artificial Intelligence</h3><p>Adversarial artificial intelligence can provide great security support towards 5G IoT (Bohara et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Bohara MH, Patel K, Saiyed A, Ganatra A (2021) Adversarial artificial intelligence assistance for secure 5G-enabled IoT. In: Tanwar S (eds) Blockchain for 5G-enabled IoT. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-67490-8_13
 
 " href="#ref-CR14" id="ref-link-section-d88761056e1225">2021</a>). It can enable technologies like massive MIMO, cloud RAN, multi-RAT to prevent security threats like fast gradient sign method, one-pixel attack, DeepFool etc. The architecture accepts machine learning methodology like logistic regression, naïve Bayes, Q learning, K-means, Markov decision model etc. (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021d" title="Haque AKMB, Bhushan B, Dhiman G (2021d) Conceptualizing smart city applications: requirements, architecture, security issues, and emerging trends. Expert Syst 1–23. 
 https://doi.org/10.1111/exsy.12753
 
 " href="#ref-CR33" id="ref-link-section-d88761056e1228">2021d</a>).</p></div></div></section><section data-title="Opportunities of 5G Integrated IoT"><div class="c-article-section" id="Sec26-section"><h2 id="Sec26" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Opportunities of 5G Integrated IoT</h2><div class="c-article-section__content" id="Sec26-content"><p>5G, is a booming technology that has opened many windows of opportunities. High-speed and large-bandwidth capabilities will support more than 60,000 connections. Furthermore, 5G brings all networks together on a single platform. It also gives subscribers the ability to monitor their accounts and take swift action. 5G is backward compatible with earlier generations of networks. Moreover, 5G is designed to deliver the globally uninterrupted and constant connection. Enabling 5G with IoT will accelerate the development in many other sectors including technology, business, industry, etc.</p><h3 class="c-article__sub-heading" id="Sec27">Technological Advancement</h3><p>IoT includes many aspects of technology that 5G can make the best use of. 5G can make these technologies overcome their shortcomings providing remarkable achievements. Here, we will discuss some technologies that 5G will change forever.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec28">Network Function Virtualization (NFV)</h4><p>NFV is used to develop network service resiliency and lessen the time it takes to adopt new systems and technologies. It separates the hardware and software requirements for complicated operations (Han et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2015" title="Han B, Gopalakrishnan V, Ji L, Lee S (2015) Network function virtualization: challenges and opportunities for innovations. IEEE Commun Mag 53(2):90–97" href="#ref-CR27" id="ref-link-section-d88761056e1254">2015</a>). The NFV performs the role of a virtualization enabler and facilitates the dissemination of 5G-IoT. Virtualized load balancers, intrusion detection systems, and firewalls are all instances of NFV. Integrating 5G with IoT will allow NFV to detect threats more accurately and provide network services with flexibility and developed scalability.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec29">Mobile Cloud Computing (MCC)</h4><p>Cloud computing is a service that allows one to outsource his or her processing resources (Failed <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Gupta N, Sharma S, Juneja PK, Garg U (2020) SDNFV 5G-IoT: a framework for the next generation 5G enabled IoT. In: 2020 international conference on advances in computing, communication & materials (ICACCM), pp 289–294. 
 https://doi.org/10.1109/ICACCM50413.2020.9213047
 
 " href="#ref-CR19" id="ref-link-section-d88761056e1265">2020</a>). End-users can get authorized access to databases, datasets, and information over the Internet, including the ability to analyze and transfer with the power of 5G networks. Cloud computing is a new fundamental technology in IT architecture that allows users to compute or store data without building up an extensive infrastructure. The MCC combined cloud computing with mobile computing to give consumers elasticity and on-demand services. Many services now allow users to connect their mobile devices to the cloud. Data transmission using edge computing with 5G decreases the transfer time. Moreover, the inclusion of these technologies guarantees that context information has reduced latency and is more accessible.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec30">Device-To-Device Communications (D2D)</h4><p>5G network enables smooth D2D communication implementing direct communication without any intermediary (Goyal et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Goyal S, Sharma N, Kaushik I, Bhushan B, Kumar N (2021) A green 6G network era: architecture and propitious technologies. Data Anal Manage 59–75. 
 https://doi.org/10.1007/978-981-15-8335-3_7
 
 " href="#ref-CR24" id="ref-link-section-d88761056e1276">2021</a>). There are four types of this D2D communication, including transmission among devices using the operator-controlled link, transmission among devices with the device-controlled link, direct D2D communication with an operator-controlled link and direct D2D communication with a device-controlled link (Mani Sekhar et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Mani Sekhar SR, Nidhi Bhat G, Vaishnavi S, Siddesh GM (2021) Security and privacy in 5G-enabled internet of things: a data analysis perspective. In: Tanwar S (eds) Blockchain for 5G-enabled IoT. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-67490-8_12
 
 " href="#ref-CR55" id="ref-link-section-d88761056e1279">2021</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec31">Software-Defined Network (SDN)</h4><p>SDN opens up new network administration and design (Abdelwahab et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2016" title="Abdelwahab S, Hamdaoui B, Guizani M, Znati T (2016) Network function virtualization in 5G. IEEE Commun Mag 54(4):84–91" href="#ref-CR2" id="ref-link-section-d88761056e1291">2016</a>). It is emerging as the most promising answer for the Internet's future. It has two distinguishing features: data plane separation and advanced application development programming. This allows for more effective configuration, efficiency, and flexibility when creating network architectures (Xia <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2014" title="Xia W, Wen Y, Foh CH, Niyato D, Xie H (2014) A survey on software-defined networking. IEEE Commun Surv Tutor 17(1):27–51" href="#ref-CR83" id="ref-link-section-d88761056e1294">2014</a>). The SDN prototype was used to create 5G networks in order to retain a flexible and quicker 5G-IoT topology (Xie et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Xie L, Ding Y, Yang H, Wang X (2019) Blockchain-based secure and trustworthy internet of things in SDN-enabled 5G-VANETs. IEEE Access 7:56656–56666. 
 https://doi.org/10.1109/access.2019.2913682
 
 " href="#ref-CR84" id="ref-link-section-d88761056e1297">2019</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec32">Millimeter Wave Communication</h4><p>Mobile networks continuously need increased retention to improve frequency. 5G mm wave can pave the way for newly developed radio wave frequency. It will enable IoT to work more efficiently providing high speed (up to 20Gbps) and high availability accompanied by a mobile network than 4G network. Moreover, the enhanced broadband in mobile networks due to this 5G evolution will initiate applications like VR and augmented video, live streaming, UHD video, etc.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec33">Mobile Edge Computing (MEC)</h4><p>A significant portion of cloud services has been possible because of the development of several advanced computer applications such as artificial intelligence and smart environments. Cloud computing has various needs, including low latency, location awareness, and mobility support. The MEC (Ahmed and Rehmani <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2017" title="Ahmed E, Rehmani MH (2017) Mobile edge computing: opportunities, solutions, and challenges. Futur Gener Comput Syst 70:59–63" href="#ref-CR5" id="ref-link-section-d88761056e1316">2017</a>) can bring the mentioned operations and resources nearer to the network edge. Because of MEC in 5G IoT, applications such as VR and AR will grow.</p><p>In addition to these technologies, many more are constantly being added to our day-to-day life all over the world. The network capability and coverage must be developed to mitigate this global traffic. 5G has the ability to evolve with these new innovations as well as enhance its ability (Nguyen et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Nguyen DC, Pathirana PN, Ding M, Seneviratne A (2020) Blockchain for 5G and beyond networks: a state of the art survey. J Netw Comput Appl 166:102693" href="#ref-CR63" id="ref-link-section-d88761056e1322">2020</a>).</p><h3 class="c-article__sub-heading" id="Sec34">Smart Cities</h3><p>From supply chain management of all the necessary goods and needs of daily life to home automation system to improved communication, 5G will have a broader use in smart city programs. Smart Cities will benefit from 5G network with developed sensors advancing the urban infrastructure. 5G will be able to manage massive amounts of data and combine a variety of intelligent technologies that are continuously connecting with one another to bring a genuinely linked city even closer together (Minoli and Occhiogrosso <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Minoli D, Occhiogrosso B (2019) Practical aspects for the integration of 5G networks and IoT applications in smart cities environments. Wirel Commun Mobile Comput" href="#ref-CR58" id="ref-link-section-d88761056e1334">2019</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec35">Smart Healthcare</h4><p>Because 5G will have an impact on IoT, it will also have an impact on the areas touched by IoT. The Internet of Medical Things, or IoMT, is the most important of them. Rural and other comparable isolated places that lack proper health services can tremendously benefit from the Internet of Things connectivity. After a long crave of world-class health services to be remotely achievable like distant operations are becoming a possibility (Ahad et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Ahad A, Tahir M, Aman Sheikh M, Ahmed KI, Mughees A, Numani A (2020) Technologies trend towards 5G network for smart health-care using IoT: a review. Sensors 20(14):4047" href="#ref-CR3" id="ref-link-section-d88761056e1344">2020</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec36">Smart Vehicles</h4><p>Automated cars collect various data on temperature, weather, traffic, GPS position, and other factors using modern sensors, resulting in a significant volume of data. A lot of energy is expended in the generation and processing of so much data. To deliver best services, these vehicles depend largely on real-time data transmission. The system that is built-in these vehicles can be initiated to collect every kind of data that are required including the crucial ones with high-speed connectivity and minimal latency. Eventually, it will enable the vehicles to autonomously monitor its operation and enhance future models including the system algorithm (Mistry et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020b" title="Mistry I, Tanwar S, Tyagi S, Kumar N (2020b) Blockchain for 5G-enabled IoT for industrial automation: a systematic review, solutions, and challenges. Mech Syst Signal Process 135:106382. ISSN 0888-3270. 
 https://doi.org/10.1016/j.ymssp.2019.106382
 
 . 
 https://www.sciencedirect.com/science/article/pii/S088832701930603X
 
 " href="#ref-CR60" id="ref-link-section-d88761056e1355">2020b</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec37">Smart Logistics</h4><p>Advanced IoT tracking devices that can execute logistical activities will be able to use 5G connectivity. The real-time data transmission will be faster than ever before with the efficacy of high speed and low latency of 5G. Moreover, it will be energy efficient in case of long supply chain that takes time. For example, a consumer may learn where the fruit is grown, at what temperature it is kept during transit, and when it is delivered to a retailer (Wang et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Wang J, Yang Z, Wang Z (2020) WITHDRAWN: intelligent logistics cost control based on 5G network and IOT hardware system. Microprocess Microsyst 103476. ISSN0141-9331. 
 https://doi.org/10.1016/j.micpro.2020.103476
 
 . 
 https://www.sciencedirect.com/science/article/pii/S0141933120306293
 
 " href="#ref-CR80" id="ref-link-section-d88761056e1366">2020</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec38">Smart Grid</h4><p>In day-to-day operations, the need for power is rapidly growing. Demand management can be aided by smart grids and virtual power plants. 5G technology is appropriate for real-time management in the energy and utility industry providing solutions that would ensure optimal operations and maintenance by quickly recognizing and responding to grid faults (Shahinzadeh et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Shahinzadeh H, Mirhedayati AS, Shaneh M, Nafisi H, Gharehpetian GB, Moradi J (2020) Role of joint 5G-IoT framework for smart grid interoperability enhancement. In: 2020 15th international conference on protection and automation of power systems (IPAPS), pp 12–18. 
 https://doi.org/10.1109/IPAPS52181.2020.9375539
 
 " href="#ref-CR73" id="ref-link-section-d88761056e1378">2020</a>). 5G can renovate the smart grid replacing wired technology establishing better deployment flexibility and cheaper expenditure.</p><h3 class="c-article__sub-heading" id="Sec39">Business</h3><p>5G-enabled IoT is predicted to deliver more than just technical advancement; it is also estimated to support 22 million employments globally. The modernization of transportation, industry, agriculture, and other physical industries is likely to drive this rise. Areas like construction of oil miners, freight fleets, and railway that need faster transmission due to the nature of the product will be affected positively (Rong et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Rong B, Han S, Kadoch M, Chen X, Jara A (2020) Integration of 5G networks and internet of things for future smart city. Wirel Commun Mobile Comput. Article ID 2903525, 2 pp. 
 https://doi.org/10.1155/2020/2903525
 
 " href="#ref-CR71" id="ref-link-section-d88761056e1390">2020</a>). 5G has the ability to advance smart manufacturing and intelligent equipment. In near future, 5G will enable IoT to do near-instantaneous network traffic management, resolution, increase security and public safety, and operate remotely.</p><h3 class="c-article__sub-heading" id="Sec40">Aerial and Satellite Research</h3><p>The advancement of 5G network also opens the window of vast aerial and satellite communication and research. High Altitude Performance system (HAPs) is being investigated in accomplice with satellite. Modifying the 5G network with Narrowband-IoT (NB-IoT) makes it a seamless integration (Gineste et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2017" title="Gineste M, Deleu T, Cohen M, Chuberre N, Saravanan V, Frascolla V, Mueck M, Strinati EC, Dutkiewicz E (2017) Narrowband IoT service provision to 5G user equipment via a satellite component. In: Proceedings of the 2017 IEEE globecom workshops (GC Wkshps). Singapore, 4–8 December 2017, pp 1–4" href="#ref-CR23" id="ref-link-section-d88761056e1402">2017</a>). It can enable moderately structured satellites to communicate at low bitrate. It is also possible to enhance the 5G mobile network with combined satellite-terrestrial networks (Fang et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Fang X, Wei T, Feng W, Wei H, Chen Y, Ge N, Wang CX (2020) 5G embraces satellites for 6G ubiquitous IoT: basic models for integrated satellite terrestrial networks. arXiv 2020. 
 arXiv:2011.03182
 
 " href="#ref-CR20" id="ref-link-section-d88761056e1405">2020</a>).</p><h3 class="c-article__sub-heading" id="Sec41">Mitigating Pandemic Situation</h3><p>5G can renovate the technologies to mitigate issues in pandemic situation. The integration of 5G and IoT improves the telehealth service to check patients remotely through massive Machine Type Communication (mMTC). Moreover, 5G-supported Bluetooth Low Energy (BLE)-based IoT devices can manage COVID-19 patient detection and monitoring (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021e" title="Haque AKMB, Bhushan B, Nawar A, Talha KR, Ayesha SJ (2022) Attacks and countermeasures in IoT based smart healthcare applications. In: Recent Advances in Internet of Things and Machine Learning: Real-World Applications (pp. 67–90). Cham: Springer International Publishing" href="#ref-CR34" id="ref-link-section-d88761056e1416">2021e</a>). The massive connectivity of data does not need any gateway and provides long-time battery support for low-power IoT devices (Siriwardhana et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Siriwardhana Y, De Alwis C, Gür G, Ylianttila M, Liyanage M (2020) The fight against the COVID-19 pandemic with 5G technologies. IEEE Eng Manage Rev 48(3):72–84. 
 https://doi.org/10.1109/EMR.2020.3017451
 
 " href="#ref-CR78" id="ref-link-section-d88761056e1419">2020</a>).</p><h3 class="c-article__sub-heading" id="Sec42">Industrial Usage with Other Technologies</h3><p>5G-enabled IoT can revamp many industries by developing specific technologies as well as mitigate some of their core issues. Some of the technologies that will enable industrial IoT significantly are discussed here.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec43">Blockchain Integrated 5G IoT</h4><p>5G IoT can be integrated with decentralized blockchain technology to ensure better privacy and security of data in industrial IoT (IIoT) (Haque et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2022" title="Haque AKMB, Bhushan B, Hasan M, Zihad MM (2022) Revolutionizing the industrial internet of things using blockchain: an unified approach. In: Balas VE, Solanki VK, Kumar R (eds) Recent advances in internet of things and machine learning. Intelligent systems reference library, vol 215. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-90119-6_5
 
 " href="#ref-CR38" id="ref-link-section-d88761056e1437">2022</a>). Supply chain industries that store data on blockchain require real-time data tracking like timestamp, origin, shipment, amount, etc. (Haque and Bhushan <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021c" title="Haque AK, Bhushan B (2021c) Blockchain in a nutshell. Adv Data Min Database Manage 124–143. 
 https://doi.org/10.4018/978-1-7998-6694-7.ch009
 
 " href="#ref-CR30" id="ref-link-section-d88761056e1440">2021c</a>). 5G-enabled IoT can ease the traceability ensuring public verifiability for stakeholders. In addition to this, combined with deep reinforcement learning (DRL), blockchain integrated with 5G IoT can provide a secure sharing scheme for IIoT (Liu et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Liu CH, Lin Q, Wen S (2019) Blockchain-enabled data collection and sharing for industrial IoT with deep reinforcement learning. IEEE Trans Industr Inf 15(6):3516–3526. 
 https://doi.org/10.1109/TII.2018.2890203
 
 " href="#ref-CR53" id="ref-link-section-d88761056e1443">2019</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec44">Big Data Processing with Machine Learning (ML)</h4><p>Various machine and deep learning approaches used for big data analysis like viz, Convolutional Neural Network, Recurrent Neural Network, Deep Neural Network, etc. need higher optimization and processing time. Along with them, complex mathematical models are used that take higher execution time. 5G-enabled IoT can reduce this time greatly and save energy ensuring efficient industrial resource management (Dai et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Dai Y, Xu D, Maharjan S, Chen Z, He Q, Zhang Y (2019) Blockchain and deep reinforcement learning empowered intelligent 5G beyond. IEEE Netw 33(3):10–17. 
 https://doi.org/10.1109/MNET.2019.1800376
 
 " href="#ref-CR17" id="ref-link-section-d88761056e1454">2019</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec45">Artificial Intelligence (AI)</h4><p>To build an AI-based industry, a lot of data are needed to train and test AI algorithm model. 5G-enabled IoT has the ability to provide the developed infrastructure to collect this huge amount of data (Kumari et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Kumari A, Gupta R, Tanwar S, Kumar N (2020) Blockchain and AI amalgamation for energy cloud management: Challenges, solutions, and future directions. J Parallel Distrib Comput 143:148–166. ISSN 0743-7315. 
 https://doi.org/10.1016/j.jpdc.2020.05.004
 
 . 
 https://www.sciencedirect.com/science/article/pii/S074373152030277X
 
 " href="#ref-CR48" id="ref-link-section-d88761056e1465">2020</a>). Using this data, AI can generate valuable insights for the industry as well as give clear context of the network to further develop it.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec46">Optimization System</h4><p>5G-enabled IoT addresses network-related issues in IoT using many procedures of optimization. These optimization procedures include stochastic, heuristic, and computational approach along with genetic and evolutionary algorithms, etc. This aids in the effective monitoring and minimization of IoT device-generated network traffic.</p><h3 class="c-article__sub-heading" id="Sec47">Video Surveillance</h3><p>Video surveillance is another application that is projected to operate well in the 5G ecosystem. Many industries as well as private sectors throughout the world are using surveillance systems. Wired connection is still used by many video surveillance systems today. Wireless communications like Wi-Fi and cellular are gaining popularity due to their ease, speed, and low cost of implementation. In near future, it is expected to increase at a higher rate to ensure better security. The utilization of 5G will support the necessary peed boost required for real-time video data analytics and the propagation of a large number of surveillance (Kumhar and Bhatia <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Kumhar M, Bhatia J (2021) Emerging communication technologies for 5G-enabled internet of things applications. In: Tanwar S (eds) Blockchain for 5G-enabled IoT. Springer, Cham. 
 https://doi.org/10.1007/978-3-030-67490-8_6
 
 " href="#ref-CR49" id="ref-link-section-d88761056e1486">2021</a>).</p></div></div></section><section data-title="Challenges of 5G Integrated IoT"><div class="c-article-section" id="Sec48-section"><h2 id="Sec48" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Challenges of 5G Integrated IoT</h2><div class="c-article-section__content" id="Sec48-content"><p>5G integrated with IoT has provided us with extraordinary features ubiquitously. State-of-the-art research has shown that more applications and advancements are achievable through extensive connectivity ensuring reliable Quality of Service (QoS). With these advancements, come a lot more challenges that need to be taken care of. Here, we will discuss some of the crucial challenges of 5G integrated IoT.</p><h3 class="c-article__sub-heading" id="Sec49">General Challenges</h3><p>5G IoT can be molded with other technologies but posed similar type of challenges irrespective of their applications.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec50">Low Control on Data Usage and Storage</h4><p>A massive quantity of data are created in a 5G IoT network. It is created through devices that are unique to numerous businesses. As a result, these data are frequently out of the control of all the stakeholders or users concerned (Sinha et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2017" title="Sinha P, Jha VK, Rai AK, Bhushan B (2017) Security vulnerabilities, attacks and countermeasures in wireless sensor networks at various layers of OSI reference model: a survey. In: 2017 international conference on signal processing and communication (ICSPC). 
 https://doi.org/10.1109/cspc.2017.8305855
 
 " href="#ref-CR77" id="ref-link-section-d88761056e1513">2017</a>). The data can be subject to all suppliers whose equipment creates a network node, all service providers who use a common 5G network architecture, or all users who share a single cloud platform when used by all parties (Jaitly et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2017" title="Jaitly S, Malhotra H, Bhushan B (2017) Security vulnerabilities and countermeasures against jamming attacks in wireless sensor networks: a survey. In: 2017 international conference on computer, communications and electronics (Comptelix). 
 https://doi.org/10.1109/comptelix.2017.8004033
 
 " href="#ref-CR44" id="ref-link-section-d88761056e1516">2017</a>). As a result, it is a complex task to track which data come from whom, who is the creator and the processing system.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec51">Scalability</h4><p>Cloud-based architecture enables 5G IoT to control and manage the overall network. To put it another way, the nodes in the network create data for processing to a common cloud. Then, the network nodes send back the control signals to carry out tasks like storage reallocation, traffic management, fault management, routing, and so on. However, as the number of connected devices grows, so does the volume of data they generate, making scaling up the capacity and computational power of centralized cloud servers an approaching problem. Furthermore, devices connect to the cloud nodes via a gateway or an edge node in 5G and IoT ecosystem (Mehbodniya et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2022" title="Mehbodniya A, Bhatia S, Mashat A, Elangovan M, Sengan S (2022) Proportional fairness based energy efficient routing in wireless sensor network. Comput Syst Sci Eng 41(3):1071–1082. 
 https://doi.org/10.32604/csse.2022.021529
 
 " href="#ref-CR56" id="ref-link-section-d88761056e1527">2022</a>). Due to the large number of devices attempting to connect to the cloud, the fronthaul, midhaul, and backhaul networks directly close to gateway nodes frequently become narrowed reducing the scalability of the overall network.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec52">Complicated Interaction Among Devices</h4><p>The technological standards embedded in the devices that are used in 5G IoT ecosystem have varied signaling wave, different data bits, different PHY and MAC protocols, coding structure, user interfaces, etc. The operation of these devices is also backed by different operating systems. So, it is a very complicated task to initiate a mutual communication standard that will be followed throughout the 5G IoT infrastructure. Again, a common program or operating system that can keep up to different communication protocol for multiple devices is also very difficult to introduce. Hence, it can prohibit the extension of certain application and even restrict some devices to use in 5G IoT environment (Singla et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2021" title="Singla R, Kaur N, Koundal D, Lashari SA, Bhatia S, Imam Rahmani MK (2021) Optimized energy efficient secure routing protocol for wireless body area network. IEEE Access 9:116745–116759. 
 https://doi.org/10.1109/ACCESS.2021.3105600
 
 " href="#ref-CR76" id="ref-link-section-d88761056e1538">2021</a>).</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec53">Data Auditability</h4><p>Data created in 5G IoT networks have several owners and are extremely noncompliance, making it difficult to trace and audit. There are also situations when there are no common standards or protocols in place for data as discussed before to be shared across devices owned by various businesses (Bhushan and Sahoo <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2017" title="Bhushan B, Sahoo G (2017) A comprehensive survey of secure and energy efficient routing protocols and data collection approaches in wireless sensor networks. In: 2017 international conference on signal processing and communication (ICSPC). 
 https://doi.org/10.1109/cspc.2017.8305856
 
 " href="#ref-CR11" id="ref-link-section-d88761056e1550">2017</a>). Furthermore, data may be non-processable or not transmittable across various divisions of an organization due to differing communication protocols and also because of trust difficulties (Bhushan and Sahoo <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2019" title="Bhushan B, Sahoo G (2019) A hybrid secure and energy efficient cluster based intrusion detection system for wireless sensing environment. In: 2019 2nd international conference on signal processing and communication (ICSPC). 
 https://doi.org/10.1109/icspc46172.2019.8976509
 
 " href="#ref-CR12" id="ref-link-section-d88761056e1553">2019</a>). Similar sorts of data like meteorological and environmental data are sometimes not being impart or inter-operated by multiple entities in order to arrive at an agreed reasoning.</p><h3 class="c-article__sub-heading" id="Sec54">Heterogeneity of 5G and IoT Data</h3><p>Both 5G and IoT ecosystem has a varied nature causing several compatibility concerns while implementing distinct applications. Because the data created in IoT networks and 5G cellular networks are diverse and multidimensional, it is almost impossible to forecast exact characteristics and outcome. As a result, early operations like as cleaning, ordering, and preprocessing are required to train this type of data since the integration of such a diverse set of data leads to incorrect calculation. Hence, test of datasets in diverse situations needs to give more attention to this aspect for dataset training and feature selection. Sensors and humans, for example, create data for IoT networks in smart homes. However, a common or central server must contain all the data utilized in this application (Palanisamy and Bhatia <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2022" title="Improved Energy Based Multi-Sensor Object Detection in Wireless Sensor Networks T Palanisamy, D Alghazzawi, S Bhatia, AA Malibari (2022) Intelligent automation and soft computing. 
 https://doi.org/10.32604/iasc.2022.023692
 
 " href="#ref-CR65" id="ref-link-section-d88761056e1565">2022</a>). This server will be responsible to pool and train data from many sources so that it can cope with data variety and achieve higher prediction accuracy.</p><h3 class="c-article__sub-heading" id="Sec55">Blockchain Integrating 5G IoT Issues</h3><p>Blockchain, integrating with 5G IoT, opens opportunities for many applications. But many of them come up with different challenges too. Some big challenges for blockchain integrated 5G IoT ecosystem are discussed here.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec56">Processing Time</h4><p>A few self-executing tasks like transaction and block verification are required to build the chain in the blockchain ecosystem. These computations follow some specific cryptographic procedures to maintain the authenticity of the blocks in blockchain that takes a lot of time. It can be a solution to lessen the amount of training data but there are specific computing restrictions in the IoT context that could lead to security problems. As a result, a big concern for the implementation of blockchain in the context of IoT is it needs fewer resource-intensive replacements to reduce processing time.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec57">Privacy and Security</h4><p>IoT alone brings many privacy issues to the blockchain integrated 5G network for its vast number of devices using numerous sensors connected worldwide. Moreover, blockchain prefers to public verification of transaction. Keeping up the encryption procedure of blockchain along with 5G data protection carries a significant challenge. There are some studies to overcome this issue proposing homomorphic computation to cover up the data at the time of access of any user (Zhou et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018" title="Zhou L, Wang L, Sun Y, Lv P (2018) BeeKeeper: a blockchain-based IoT system with secure storage and homomorphic computation. IEEE Access 6:43472–43488. 
 https://doi.org/10.1109/ACCESS.2018.2847632
 
 " href="#ref-CR86" id="ref-link-section-d88761056e1591">2018</a>). But controlling over 51% of data from 5G IoT ecosystem can lead to reverse transaction or double-spending problem. So, combined solution is still a big challenge.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec58">Storage Scalability</h4><p>A major need of blockchain technology is the constant storing of transactions and blocks. Each node should theoretically have a copy of the ledger that grows in tandem with the transactions. From a scalability standpoint, the IoT ecosystem's storage effect will have an influence on the overall system's operation. The changing transactions that come with scaling up the system, in particular, need a lot of storage.</p><h4 class="c-article__sub-heading c-article__sub-heading--small" id="Sec59">Cost</h4><p>Blockchain has its own scalability issues, but on the other hand, throughput or cost is another big difficulty with this technology. For IoT, it is difficult to keep up with the growing number of transactions and their size. Two more issues that arise often are latency and transaction throughput. Due to the less data generation of private blockchain than public blockchain, it is more preferable to IoT environment. But 5G IoT generates big data and the analysis of this huge throughput by blockchain increases computational cost.</p><h3 class="c-article__sub-heading" id="Sec60">5G mm-Wave Issues</h3><p>5G mm-wave application has promising significance in increasing robustness of the IoT ecosystem, low latency, and higher capacity allocation for Multiple Input Multiple Output (MIMO) technologies. But it has a range limitation in communication. Moreover, the core of 5G mm-wave is combined with devices that are different in characteristics like LTE and mm-wave band. Again, it is susceptible to blockage restricting its mobility for its rich scattering environment. It also consumes a lot of power due to extensive use of hardware. Hence, disturbance in connection for weather condition makes it challenging to use with IoT infrastructure (Dang <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2022" title="Dang V (2022) Benefits of 5G millimeter-wave communication in IoT applications" href="#ref-CR18" id="ref-link-section-d88761056e1621">2022</a>).</p><h3 class="c-article__sub-heading" id="Sec61">Threat Protection of 5G IoT</h3><p>Even after mitigating issues of 5G and IoT distinctively, security threats will come again in a 5G integrated IoT infrastructure. There are lots of security threats like DoS attack, signaling storms, slice theft, penetration attacks, Man-in-the-middle attack (MITM), TCP level attack, security key exposure reset and IP spoofing attack, etc. are intended to technologies like SDN, NFV, Cloud server, etc. (Bhushan and Sahoo <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Bhushan B, Sahoo G (2020) Requirements, protocols, and security challenges in wireless sensor networks: an industrial perspective. In: Handbook of computer networks and cyber security, pp 683–713. 
 https://doi.org/10.1007/978-3-030-22277-2_27
 
 " href="#ref-CR13" id="ref-link-section-d88761056e1632">2020</a>). These attacks can not only expose the overall 5G IoT application but also make a big impact on privacy of data (Ahmad et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Ahmad A, Bhushan B, Sharma N, Kaushik I, Arora S (2020) Importunity & evolution of IoT for 5G. In: 2020 IEEE 9th international conference on communication systems and network technologies (CSNT). 
 https://doi.org/10.1109/csnt48778.2020.9115768
 
 " href="#ref-CR4" id="ref-link-section-d88761056e1635">2020</a>). There are some solutions to these attacks like usage of low-powered nodes and sensors, cloud and application security for SDN and NFV, etc. But it is still a concern for future prospective 5G IoT ("<a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 5" title="Varga P, Peto J, Franko A, Balla D, Haja D, Janky F, Soos G, Ficzere D, Maliosz M, Toka L (2020) 5G support for industrial IoT applications— challenges, solutions, and research gaps. Sensors 20(3):828. 
 https://doi.org/10.3390/s20030828
 
 " href="#ref-CR1" id="ref-link-section-d88761056e1638">5</a>G support for Industrial IoT Applications <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2020" title="Varga P, Peto J, Franko A, Balla D, Haja D, Janky F, Soos G, Ficzere D, Maliosz M, Toka L (2020) 5G support for industrial IoT applications— challenges, solutions, and research gaps. Sensors 20(3):828. 
 https://doi.org/10.3390/s20030828
 
 " href="#ref-CR1" id="ref-link-section-d88761056e1641">2020</a>).</p><p>Table <a data-track="click" data-track-label="link" data-track-action="table anchor" href="#Tab1">11.1</a> summarizes and provides a short overview of the prominent challenges and their possible solutions of 5G integrated IoT system.</p><div class="c-article-table" data-test="inline-table" data-container-section="table" id="table-1"><figure><figcaption class="c-article-table__figcaption"><b id="Tab1" data-test="table-caption">Table 11.1 Summary of challenges and state-of-the-art solution of 5G IoT</b></figcaption><div class="u-text-right u-hide-print"><a class="c-article__pill-button" data-test="table-link" data-track="click" data-track-action="view table" data-track-label="button" rel="nofollow" href="/chapter/10.1007/978-981-99-3668-7_11/tables/1" aria-label="Full size table 1"><span>Full size table</span><svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-chevron-right-small"></use></svg></a></div></figure></div> <p>Apart from the stated issues, there will come more shortcomings and challenges in 5G IoT systems and applications. Hence, it will provide future directions for a large number of domains of research and development.</p></div></div></section><section data-title="Conclusion"><div class="c-article-section" id="Sec62-section"><h2 id="Sec62" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">Conclusion</h2><div class="c-article-section__content" id="Sec62-content"><p>This paper is focused on the opportunities and challenges of 5G IoT integration in several domains of application along with their possible solutions. 5G network has the ability to connect more than 100 billion of devices and exchange data at least 10 times quicker than LTE resulting a game changer in IoT environment. The aim should be the introduction of scalable, affordable, and efficient network architecture for 5G IoT connecting vast amounts of devices. The applications of 5G IoT in several domains to increase efficacy can bring a lot of opportunities along with challenges. The architectural and security aspects are needed much concern. Furthermore, manufacturers must conduct quality and maintenance testing to guarantee the adoption of future software and hardware to perform their functions under a variety of scenarios (Li et al. <a data-track="click" data-track-action="reference anchor" data-track-label="link" data-test="citation-ref" aria-label="Reference 2018c" title="Li S, Xu LD, Zhao S (2018c) 5G internet of things: a survey. J Ind Inf Integr 10:1–9. ISSN 2452–414X. 
 https://doi.org/10.1016/j.jii.2018.01.005
 
 " href="#ref-CR52" id="ref-link-section-d88761056e2178">2018c</a>). 5G IoT can give huge economic benefits to enterprises eager to embrace this new world when combined with important technologies like cloud security, artificial intelligence, and remote computing. In this chapter, we try to analyze the opportunities of 5G integrated IoT ecosystem for eradicating the shortcomings of IoT describing the features of 5G. The 5G IoT architecture also shows that there are many challenges and forthcoming research direction. We hope these illustrations will provide thorough insights and inspire the development of 5G IoT applications.</p></div></div></section> </div> <div id="MagazineFulltextChapterBodySuffix"><section aria-labelledby="Bib1" data-title="References"><div class="c-article-section" id="Bib1-section"><h2 id="Bib1" class="c-article-section__title js-section-title js-c-reading-companion-sections-item">References</h2><div class="c-article-section__content" id="Bib1-content"><div data-container-section="references"><ul class="c-article-references" data-track-component="outbound reference" data-track-context="references section"><li class="c-article-references__item js-c-reading-companion-references-item"><p class="c-article-references__text" id="ref-CR2">Abdelwahab S, Hamdaoui B, Guizani M, Znati T (2016) Network function virtualization in 5G. 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