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</div> <div class="control"> <button class="button is-small is-link">Go</button> </div> </div> </form> </div> </div> <ol class="breathe-horizontal" start="1"> <li class="arxiv-result"> <div class="is-marginless"> <p class="list-title is-inline-block"><a href="https://arxiv.org/abs/2006.11153">arXiv:2006.11153</a> <span> [<a href="https://arxiv.org/pdf/2006.11153">pdf</a>, <a href="https://arxiv.org/format/2006.11153">other</a>] </span> </p> <div class="tags is-inline-block"> <span class="tag is-small is-link tooltip is-tooltip-top" data-tooltip="Signal Processing">eess.SP</span> </div> </div> <p class="title is-5 mathjax"> Spectral-Energy Efficiency Trade-off-based Beamforming Design for MISO Non-Orthogonal Multiple Access Systems </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/eess?searchtype=author&query=Al-Obiedollah%2C+H">Haitham Al-Obiedollah</a>, <a href="/search/eess?searchtype=author&query=Cumanan%2C+K">Kanapathippillai Cumanan</a>, <a href="/search/eess?searchtype=author&query=Thiyagalingam%2C+J">Jeyarajan Thiyagalingam</a>, <a href="/search/eess?searchtype=author&query=Tang%2C+J">Jie Tang</a>, <a href="/search/eess?searchtype=author&query=Burr%2C+A+G">Alister G. Burr</a>, <a href="/search/eess?searchtype=author&query=Ding%2C+Z">Zhiguo Ding</a>, <a href="/search/eess?searchtype=author&query=Dobre%2C+O+A">Octavia A. Dobre</a> </p> <p class="abstract mathjax"> <span class="has-text-black-bis has-text-weight-semibold">Abstract</span>: <span class="abstract-short has-text-grey-dark mathjax" id="2006.11153v1-abstract-short" style="display: inline;"> Energy efficiency (EE) and spectral efficiency (SE) are two of the key performance metrics in future wireless networks, covering both design and operational requirements. For previous conventional resource allocation techniques, these two performance metrics have been considered in isolation, resulting in severe performance degradation in either of these metrics. Motivated by this problem, in this… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('2006.11153v1-abstract-full').style.display = 'inline'; document.getElementById('2006.11153v1-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="2006.11153v1-abstract-full" style="display: none;"> Energy efficiency (EE) and spectral efficiency (SE) are two of the key performance metrics in future wireless networks, covering both design and operational requirements. For previous conventional resource allocation techniques, these two performance metrics have been considered in isolation, resulting in severe performance degradation in either of these metrics. Motivated by this problem, in this paper, we propose a novel beamforming design that jointly considers the trade-off between the two performance metrics in a multiple-input single-output non-orthogonal multiple access system. In particular, we formulate a joint SE-EE based design as a multi-objective optimization (MOO) problem to achieve a good tradeoff between the two performance metrics. However, this MOO problem is not mathematically tractable and, thus, it is difficult to determine a feasible solution due to the conflicting objectives, where both need to be simultaneously optimized. To overcome this issue, we exploit a priori articulation scheme combined with the weighted sum approach. Using this, we reformulate the original MOO problem as a conventional single objective optimization (SOO) problem. In doing so, we develop an iterative algorithm to solve this non-convex SOO problem using the sequential convex approximation technique. Simulation results are provided to demonstrate the advantages and effectiveness of the proposed approach over the available beamforming designs. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('2006.11153v1-abstract-full').style.display = 'none'; document.getElementById('2006.11153v1-abstract-short').style.display = 'inline';">△ Less</a> </span> </p> <p class="is-size-7"><span class="has-text-black-bis has-text-weight-semibold">Submitted</span> 19 June, 2020; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> June 2020. </p> <p class="comments is-size-7"> <span class="has-text-black-bis has-text-weight-semibold">Comments:</span> <span class="has-text-grey-dark mathjax">Accepted in IEEE TWC, June 2020</span> </p> </li> <li class="arxiv-result"> <div class="is-marginless"> <p class="list-title is-inline-block"><a href="https://arxiv.org/abs/2003.02196">arXiv:2003.02196</a> <span> [<a href="https://arxiv.org/pdf/2003.02196">pdf</a>, <a href="https://arxiv.org/ps/2003.02196">ps</a>, <a href="https://arxiv.org/format/2003.02196">other</a>] </span> </p> <div class="tags is-inline-block"> <span class="tag is-small is-link tooltip is-tooltip-top" data-tooltip="Networking and Internet Architecture">cs.NI</span> <span class="tag is-small is-grey tooltip is-tooltip-top" data-tooltip="Signal Processing">eess.SP</span> </div> </div> <p class="title is-5 mathjax"> Resource Allocation Technique for Hybrid TDMA-NOMA System with Opportunistic Time Assignment </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/eess?searchtype=author&query=Wei%2C+X">Xinchen Wei</a>, <a href="/search/eess?searchtype=author&query=Al-Obiedollah%2C+H">Haitham Al-Obiedollah</a>, <a href="/search/eess?searchtype=author&query=Cumanan%2C+K">Kanapathippillai Cumanan</a>, <a href="/search/eess?searchtype=author&query=Zhang%2C+M">Miao Zhang</a>, <a href="/search/eess?searchtype=author&query=Tang%2C+J">Jie Tang</a>, <a href="/search/eess?searchtype=author&query=Wang%2C+W">Wei Wang</a>, <a href="/search/eess?searchtype=author&query=Dobre%2C+O+A">Octavia A. Dobre</a> </p> <p class="abstract mathjax"> <span class="has-text-black-bis has-text-weight-semibold">Abstract</span>: <span class="abstract-short has-text-grey-dark mathjax" id="2003.02196v1-abstract-short" style="display: inline;"> In this paper, we develop a resource allocation technique for a hybrid time division multiple access (TDMA) - non-orthogonal multiple access (NOMA) system with opportunistic time assignment. In particular, the available transmission time is divided into several time-slots, through which multiple users are served by exploiting power-domain NOMA. To fully exploit underlying benefits of this hybrid T… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('2003.02196v1-abstract-full').style.display = 'inline'; document.getElementById('2003.02196v1-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="2003.02196v1-abstract-full" style="display: none;"> In this paper, we develop a resource allocation technique for a hybrid time division multiple access (TDMA) - non-orthogonal multiple access (NOMA) system with opportunistic time assignment. In particular, the available transmission time is divided into several time-slots, through which multiple users are served by exploiting power-domain NOMA. To fully exploit underlying benefits of this hybrid TDMA-NOMA system, we utilize the available resources efficiently by jointly allocating transmit power and time-slots to several groups of users in the system. Furthermore, these resources are allocated to maximize minimum rate of the users in the system. However, this max-min resource allocation problem is non-convex due to coupled design parameters of time and power allocations. Hence, we exploit a novel second-order cone formulation to overcome this non-convexity issue and develop an iterative algorithm to realize a solution to the original max-min problem. Simulation results show that this joint resource allocation technique has a considerable performance enhancement in terms of both minimum achieved rate and overall system throughput compared to that of the conventional resource allocation technique where equal time-slots are assigned to the groups of users. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('2003.02196v1-abstract-full').style.display = 'none'; document.getElementById('2003.02196v1-abstract-short').style.display = 'inline';">△ Less</a> </span> </p> <p class="is-size-7"><span class="has-text-black-bis has-text-weight-semibold">Submitted</span> 4 March, 2020; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> March 2020. </p> <p class="comments is-size-7"> <span class="has-text-black-bis has-text-weight-semibold">Comments:</span> <span class="has-text-grey-dark mathjax">6 pages, 4 figures, this paper will be presented in part at the IEEE International Conference on Communications (ICC) Workshop, Dublin, Ireland, June 2020</span> </p> </li> <li class="arxiv-result"> <div class="is-marginless"> <p class="list-title is-inline-block"><a href="https://arxiv.org/abs/1908.08719">arXiv:1908.08719</a> <span> [<a href="https://arxiv.org/pdf/1908.08719">pdf</a>, <a href="https://arxiv.org/format/1908.08719">other</a>] </span> </p> <div class="tags is-inline-block"> <span class="tag is-small is-link tooltip is-tooltip-top" data-tooltip="Signal Processing">eess.SP</span> </div> </div> <p class="title is-5 mathjax"> On Energy Harvesting of Hybrid TDMA-NOMA Systems </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/eess?searchtype=author&query=Al-Obiedollah%2C+H">Haitham Al-Obiedollah</a>, <a href="/search/eess?searchtype=author&query=Cumanan%2C+K">Kanapathippillai Cumanan</a>, <a href="/search/eess?searchtype=author&query=Burr%2C+A+G">Alister G. Burr</a>, <a href="/search/eess?searchtype=author&query=Tang%2C+J">Jie Tang</a>, <a href="/search/eess?searchtype=author&query=Rahulamathavan%2C+Y">Yogachandran Rahulamathavan</a>, <a href="/search/eess?searchtype=author&query=Ding%2C+Z">Zhiguo Ding</a>, <a href="/search/eess?searchtype=author&query=Dobre%2C+O+A">Octavia A. Dobre</a> </p> <p class="abstract mathjax"> <span class="has-text-black-bis has-text-weight-semibold">Abstract</span>: <span class="abstract-short has-text-grey-dark mathjax" id="1908.08719v1-abstract-short" style="display: inline;"> In this paper, we investigate energy harvesting capabilities of non-orthogonal multiple access (NOMA) scheme integrated with the conventional time division multiple access (TDMA) scheme, which is referred to as hybrid TDMA-NOMA system. In a such hybrid scheme, users are divided into a number of groups, with the total time allocated for transmission is shared between these groups through multiple t… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1908.08719v1-abstract-full').style.display = 'inline'; document.getElementById('1908.08719v1-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="1908.08719v1-abstract-full" style="display: none;"> In this paper, we investigate energy harvesting capabilities of non-orthogonal multiple access (NOMA) scheme integrated with the conventional time division multiple access (TDMA) scheme, which is referred to as hybrid TDMA-NOMA system. In a such hybrid scheme, users are divided into a number of groups, with the total time allocated for transmission is shared between these groups through multiple time slots. In particular, a time slot is assigned to serve each group, whereas the users in the corresponding group are served based on power-domain NOMA technique. Furthermore, simultaneous wireless power and information transfer technique is utilized to simultaneously harvest energy and decode information at each user. Therefore, each user splits the received signal into two parts, namely, energy harvesting part and information decoding part. In particular, we jointly determine the power allocation and power splitting ratios for all users to minimize the transmit power under minimum rate and minimum energy harvesting requirements at each user. Furthermore, this joint design is a non-convex problem in nature. Hence, we employ successive interference cancellation to overcome these non-convexity issues and determine the design parameters (i.e., the power allocations and the power splitting ratios). In simulation results, we demonstrate the performance of the proposed hybrid TDMA-NOMA design and show that it outperforms the conventional TDMA scheme in terms of transmit power consumption. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1908.08719v1-abstract-full').style.display = 'none'; document.getElementById('1908.08719v1-abstract-short').style.display = 'inline';">△ Less</a> </span> </p> <p class="is-size-7"><span class="has-text-black-bis has-text-weight-semibold">Submitted</span> 23 August, 2019; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> August 2019. </p> </li> <li class="arxiv-result"> <div class="is-marginless"> <p class="list-title is-inline-block"><a href="https://arxiv.org/abs/1902.05849">arXiv:1902.05849</a> <span> [<a href="https://arxiv.org/pdf/1902.05849">pdf</a>, <a href="https://arxiv.org/format/1902.05849">other</a>] </span> </p> <div class="tags is-inline-block"> <span class="tag is-small is-link tooltip is-tooltip-top" data-tooltip="Signal Processing">eess.SP</span> </div> </div> <p class="title is-5 mathjax"> Energy Efficient Beamforming Design for MISO Non-Orthogonal Multiple Access Systems </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/eess?searchtype=author&query=Al-Obiedollah%2C+H">Haitham Al-Obiedollah</a>, <a href="/search/eess?searchtype=author&query=Cumanan%2C+K">Kanapathippillai Cumanan</a>, <a href="/search/eess?searchtype=author&query=Thiyagalingam%2C+J">Jeyarajan Thiyagalingam</a>, <a href="/search/eess?searchtype=author&query=Burr%2C+A+G">Alister G. Burr</a>, <a href="/search/eess?searchtype=author&query=Ding%2C+Z">Zhiguo Ding</a>, <a href="/search/eess?searchtype=author&query=Dobre%2C+O+A">Octavia A. Dobre</a> </p> <p class="abstract mathjax"> <span class="has-text-black-bis has-text-weight-semibold">Abstract</span>: <span class="abstract-short has-text-grey-dark mathjax" id="1902.05849v1-abstract-short" style="display: inline;"> When considering the future generation wireless networks, non-orthogonal multiple access (NOMA) represents a viable multiple access technique for improving the spectral efficiency. The basic performance of NOMA is often enhanced using downlink beamforming and power allocation techniques. Although downlink beamforming has been previously studied with different performance criteria, such as sum-rate… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1902.05849v1-abstract-full').style.display = 'inline'; document.getElementById('1902.05849v1-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="1902.05849v1-abstract-full" style="display: none;"> When considering the future generation wireless networks, non-orthogonal multiple access (NOMA) represents a viable multiple access technique for improving the spectral efficiency. The basic performance of NOMA is often enhanced using downlink beamforming and power allocation techniques. Although downlink beamforming has been previously studied with different performance criteria, such as sum-rate and max-min rate, it has not been studied in the multiuser, multiple-input single-output (MISO) case, particularly with the energy efficiency criteria. In this paper, we investigate the design of an energy efficient beamforming technique for downlink transmission in the context of a multiuser MISO-NOMA system. In particular, this beamforming design is formulated as a global energy efficiency (GEE) maximization problem with minimum user rate requirements and transmit power constraints. By using the sequential convex approximation (SCA) technique and the Dinkelbach's algorithm to handle the non-convex nature of the GEE-Max problem, we propose two novel algorithms for solving the downlink beamforming problem for the MISO-NOMA system. Our evaluation of the proposed algorithms shows that they offer similar optimal designs and are effective in offering substantial energy efficiencies compared to the designs based on conventional methods. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1902.05849v1-abstract-full').style.display = 'none'; document.getElementById('1902.05849v1-abstract-short').style.display = 'inline';">△ Less</a> </span> </p> <p class="is-size-7"><span class="has-text-black-bis has-text-weight-semibold">Submitted</span> 15 February, 2019; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> February 2019. </p> <p class="comments is-size-7"> <span class="has-text-black-bis has-text-weight-semibold">Comments:</span> <span class="has-text-grey-dark mathjax">Accepted at IEEE Transaction on Communication</span> </p> </li> <li class="arxiv-result"> <div class="is-marginless"> <p class="list-title is-inline-block"><a href="https://arxiv.org/abs/1902.05735">arXiv:1902.05735</a> <span> [<a href="https://arxiv.org/pdf/1902.05735">pdf</a>, <a href="https://arxiv.org/format/1902.05735">other</a>] </span> </p> <div class="tags is-inline-block"> <span class="tag is-small is-link tooltip is-tooltip-top" data-tooltip="Signal Processing">eess.SP</span> </div> </div> <p class="title is-5 mathjax"> Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/eess?searchtype=author&query=Al-Obiedollah%2C+H">Haitham Al-Obiedollah</a>, <a href="/search/eess?searchtype=author&query=Cumanan%2C+K">Kanapathippillai Cumanan</a>, <a href="/search/eess?searchtype=author&query=Thiyagalingam%2C+J">Jeyarajan Thiyagalingam</a>, <a href="/search/eess?searchtype=author&query=Burr%2C+A+G">Alister G. Burr</a>, <a href="/search/eess?searchtype=author&query=Ding%2C+Z">Zhiguo Ding</a>, <a href="/search/eess?searchtype=author&query=Dobre%2C+O+A">Octavia A. Dobre</a> </p> <p class="abstract mathjax"> <span class="has-text-black-bis has-text-weight-semibold">Abstract</span>: <span class="abstract-short has-text-grey-dark mathjax" id="1902.05735v1-abstract-short" style="display: inline;"> In this paper, we propose a beamforming design that jointly considers two conflicting performance metrics, namely the sum rate and fairness, for a multiple-input single-output non-orthogonal multiple access system. Unlike the conventional rate-aware beamforming designs, the proposed approach has the flexibility to assign different weights to the objectives (i.e., sum rate and fairness) according t… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1902.05735v1-abstract-full').style.display = 'inline'; document.getElementById('1902.05735v1-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="1902.05735v1-abstract-full" style="display: none;"> In this paper, we propose a beamforming design that jointly considers two conflicting performance metrics, namely the sum rate and fairness, for a multiple-input single-output non-orthogonal multiple access system. Unlike the conventional rate-aware beamforming designs, the proposed approach has the flexibility to assign different weights to the objectives (i.e., sum rate and fairness) according to the network requirements and the channel conditions. In particular, the proposed design is first formulated as a multi-objective optimization problem, and subsequently mapped to a single objective optimization (SOO) problem by exploiting the weighted sum approach combined with a prior articulation method. As the resulting SOO problem is non-convex, we use the sequential convex approximation technique, which introduces multiple slack variables, to solve the overall problem. Simulation results are provided to demonstrate the performance and the effectiveness of the proposed approach along with detailed comparisons with conventional rate-aware-based beamforming designs. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1902.05735v1-abstract-full').style.display = 'none'; document.getElementById('1902.05735v1-abstract-short').style.display = 'inline';">△ Less</a> </span> </p> <p class="is-size-7"><span class="has-text-black-bis has-text-weight-semibold">Submitted</span> 15 February, 2019; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> February 2019. </p> <p class="comments is-size-7"> <span class="has-text-black-bis has-text-weight-semibold">Comments:</span> <span class="has-text-grey-dark mathjax">IEEE WCNC 2019</span> </p> </li> <li class="arxiv-result"> <div class="is-marginless"> <p class="list-title is-inline-block"><a href="https://arxiv.org/abs/1902.05732">arXiv:1902.05732</a> <span> [<a href="https://arxiv.org/pdf/1902.05732">pdf</a>, <a href="https://arxiv.org/format/1902.05732">other</a>] </span> </p> <div class="tags is-inline-block"> <span class="tag is-small is-link tooltip is-tooltip-top" data-tooltip="Signal Processing">eess.SP</span> </div> </div> <p class="title is-5 mathjax"> Energy Efficiency Fairness Beamforming Designs for MISO NOMA Systems </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/eess?searchtype=author&query=Al-Obiedollah%2C+H">Haitham Al-Obiedollah</a>, <a href="/search/eess?searchtype=author&query=Cumanan%2C+K">Kanapathippillai Cumanan</a>, <a href="/search/eess?searchtype=author&query=Thiyagalingam%2C+J">Jeyarajan Thiyagalingam</a>, <a href="/search/eess?searchtype=author&query=Burr%2C+A+G">Alister G. Burr</a>, <a href="/search/eess?searchtype=author&query=Ding%2C+Z">Zhiguo Ding</a>, <a href="/search/eess?searchtype=author&query=Dobre%2C+O+A">Octavia A. Dobre</a> </p> <p class="abstract mathjax"> <span class="has-text-black-bis has-text-weight-semibold">Abstract</span>: <span class="abstract-short has-text-grey-dark mathjax" id="1902.05732v1-abstract-short" style="display: inline;"> In this paper, we propose two beamforming designs for a multiple-input single-output non-orthogonal multiple access system considering the energy efficiency (EE) fairness between users. In particular, two quantitative fairness-based designs are developed to maintain fairness between the users in terms of achieved EE: max-min energy efficiency (MMEE) and proportional fairness (PF) designs. While th… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1902.05732v1-abstract-full').style.display = 'inline'; document.getElementById('1902.05732v1-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="1902.05732v1-abstract-full" style="display: none;"> In this paper, we propose two beamforming designs for a multiple-input single-output non-orthogonal multiple access system considering the energy efficiency (EE) fairness between users. In particular, two quantitative fairness-based designs are developed to maintain fairness between the users in terms of achieved EE: max-min energy efficiency (MMEE) and proportional fairness (PF) designs. While the MMEE-based design aims to maximize the minimum EE of the users in the system, the PF-based design aims to seek a good balance between the global energy efficiency of the system and the EE fairness between the users. Detailed simulation results indicate that our proposed designs offer many-fold EE improvements over the existing energy-efficient beamforming designs. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('1902.05732v1-abstract-full').style.display = 'none'; document.getElementById('1902.05732v1-abstract-short').style.display = 'inline';">△ Less</a> </span> </p> <p class="is-size-7"><span class="has-text-black-bis has-text-weight-semibold">Submitted</span> 15 February, 2019; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> February 2019. </p> <p class="comments is-size-7"> <span class="has-text-black-bis has-text-weight-semibold">Comments:</span> <span class="has-text-grey-dark mathjax">IEEE WCNC 2019</span> </p> </li> </ol> <div class="is-hidden-tablet">  <span class="help" style="display: inline-block;"><a href="https://github.com/arXiv/arxiv-search/releases">Search v0.5.6 released 2020-02-24</a>  </span> </div> </div> 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