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<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/2111.02493">arXiv:2111.02493</a> <span> [<a href="https://arxiv.org/pdf/2111.02493">pdf</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> <span class="tag is-small is-grey tooltip is-tooltip-top" data-tooltip="Artificial Intelligence">cs.AI</span> <span class="tag is-small is-grey tooltip is-tooltip-top" data-tooltip="Computer Vision and Pattern Recognition">cs.CV</span> <span class="tag is-small is-grey tooltip is-tooltip-top" data-tooltip="Instrumentation and Detectors">physics.ins-det</span> </div> <div class="is-inline-block" style="margin-left: 0.5rem"> <div class="tags has-addons"> <span class="tag is-dark is-size-7">doi</span> <span class="tag is-light is-size-7"><a class="" href="https://doi.org/10.1088/1361-6501/ac2dbd">10.1088/1361-6501/ac2dbd <i class="fa fa-external-link" aria-hidden="true"></i></a></span> </div> </div> </div> <p class="title is-5 mathjax"> Roadmap on Signal Processing for Next Generation Measurement Systems </p> <p class="authors"> <span class="search-hit">Authors:</span> <a href="/search/cs?searchtype=author&query=Iakovidis%2C+D+K">D. K. Iakovidis</a>, <a href="/search/cs?searchtype=author&query=Ooi%2C+M">M. Ooi</a>, <a href="/search/cs?searchtype=author&query=Kuang%2C+Y+C">Y. C. Kuang</a>, <a href="/search/cs?searchtype=author&query=Demidenko%2C+S">S. Demidenko</a>, <a href="/search/cs?searchtype=author&query=Shestakov%2C+A">A. Shestakov</a>, <a href="/search/cs?searchtype=author&query=Sinitsin%2C+V">V. Sinitsin</a>, <a href="/search/cs?searchtype=author&query=Henry%2C+M">M. Henry</a>, <a href="/search/cs?searchtype=author&query=Sciacchitano%2C+A">A. Sciacchitano</a>, <a href="/search/cs?searchtype=author&query=Discetti%2C+A">A. Discetti</a>, <a href="/search/cs?searchtype=author&query=Donati%2C+S">S. Donati</a>, <a href="/search/cs?searchtype=author&query=Norgia%2C+M">M. Norgia</a>, <a href="/search/cs?searchtype=author&query=Menychtas%2C+A">A. Menychtas</a>, <a href="/search/cs?searchtype=author&query=Maglogiannis%2C+I">I. Maglogiannis</a>, <a href="/search/cs?searchtype=author&query=Wriessnegger%2C+S+C">S. C. Wriessnegger</a>, <a href="/search/cs?searchtype=author&query=Chacon%2C+L+A+B">L. A. Barradas Chacon</a>, <a href="/search/cs?searchtype=author&query=Dimas%2C+G">G. Dimas</a>, <a href="/search/cs?searchtype=author&query=Filos%2C+D">D. Filos</a>, <a href="/search/cs?searchtype=author&query=Aletras%2C+A+H">A. H. Aletras</a>, <a href="/search/cs?searchtype=author&query=T%C3%B6ger%2C+J">J. T枚ger</a>, <a href="/search/cs?searchtype=author&query=Dong%2C+F">F. Dong</a>, <a href="/search/cs?searchtype=author&query=Ren%2C+S">S. Ren</a>, <a href="/search/cs?searchtype=author&query=Uhl%2C+A">A. Uhl</a>, <a href="/search/cs?searchtype=author&query=Paziewski%2C+J">J. Paziewski</a>, <a href="/search/cs?searchtype=author&query=Geng%2C+J">J. Geng</a>, <a href="/search/cs?searchtype=author&query=Fioranelli%2C+F">F. Fioranelli</a> , et al. (9 additional authors not shown) </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="2111.02493v3-abstract-short" style="display: inline;"> Signal processing is a fundamental component of almost any sensor-enabled system, with a wide range of applications across different scientific disciplines. Time series data, images, and video sequences comprise representative forms of signals that can be enhanced and analysed for information extraction and quantification. The recent advances in artificial intelligence and machine learning are shi… <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('2111.02493v3-abstract-full').style.display = 'inline'; document.getElementById('2111.02493v3-abstract-short').style.display = 'none';">▽ More</a> </span> <span class="abstract-full has-text-grey-dark mathjax" id="2111.02493v3-abstract-full" style="display: none;"> Signal processing is a fundamental component of almost any sensor-enabled system, with a wide range of applications across different scientific disciplines. Time series data, images, and video sequences comprise representative forms of signals that can be enhanced and analysed for information extraction and quantification. The recent advances in artificial intelligence and machine learning are shifting the research attention towards intelligent, data-driven, signal processing. This roadmap presents a critical overview of the state-of-the-art methods and applications aiming to highlight future challenges and research opportunities towards next generation measurement systems. It covers a broad spectrum of topics ranging from basic to industrial research, organized in concise thematic sections that reflect the trends and the impacts of current and future developments per research field. Furthermore, it offers guidance to researchers and funding agencies in identifying new prospects. <a class="is-size-7" style="white-space: nowrap;" onclick="document.getElementById('2111.02493v3-abstract-full').style.display = 'none'; document.getElementById('2111.02493v3-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> 28 January, 2022; <span class="has-text-black-bis has-text-weight-semibold">v1</span> submitted 3 November, 2021; <span class="has-text-black-bis has-text-weight-semibold">originally announced</span> November 2021. </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">48 pages, https://iopscience.iop.org/article/10.1088/1361-6501/ac2dbd</span> </p> <p class="comments is-size-7"> <span class="has-text-black-bis has-text-weight-semibold">Journal ref:</span> Measurement Science and Technology 33(1) (2022) 1-48 </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> </main> <footer> <div class="columns is-desktop" role="navigation" aria-label="Secondary">  <div class="column"> <div class="columns"> <div class="column"> <ul class="nav-spaced"> <li><a href="https://info.arxiv.org/about">About</a></li> <li><a href="https://info.arxiv.org/help">Help</a></li> </ul> </div> <div class="column"> <ul class="nav-spaced"> <li> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" class="icon filter-black" role="presentation"><title>contact arXiv</title><desc>Click here to contact arXiv</desc><path d="M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 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