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99 100<!-- /scripts : common --> 101<!-- NOTE: To here: must reflect on unique page --> 102 103</head><body> 104 105<!-- NOTE: From here: must reflect on unique page --> 106<header class="gs18-Header gs18-Header--MinInteraction" role="banner" data-js-gs18-header> 107<!-- /.gs18-Header --></header> 108<!-- NOTE: To here: must reflect on unique page --> 109 110<!-- NOTE: From here: unique page content --> 111<!-- <div style="height: 600px; background: #ffcccc;"> --> 112<div> 113 114<section class="global-content-wrapper"> 115<div class="container" style="padding-left: 12px;"> 116 117 <div class="main-content-wrapper"> 118 <header class="main-content-header"> 119 <h1>Communications</h1> 120 <h3>Wireless and optical communications.</h3> 121 </header> 122 123 <div data-picture data-alt="Communications" class="banner-picture"> 124 <div data-src="/public/img/photography/communications18-banner.jpg"></div> 125 <div data-src="/public/img/photography/[email protected]" data-media="(min-device-pixel-ratio: 2.0)"></div> 126 </div> 127 <p>We conduct advanced research in wireless and optical communications from the network layer down to the physical layer, including highly reliable machine-to-machine wireless networks, routing and scheduling for IoT networks, massive MIMO for 5G systems, flexible wideband RF front-end architectures, advanced error correction coding, and novel modulation and transmission techniques with adaptive signal processing for coherent fiber-optic and free-space optical communications. 128 </p> 129 <section class="row"> 130 <ul class="content-areas-list"> 131 <li><section class="content-item-links"> <h5 style="text-transform: uppercase;">Quick Links</h5> <ul><li style="margin-right:auto;"><a style="font-weight: 400;" href="#Researchers"><span class="icon icon-user"></span> Researchers</a></li><li style="margin-right:auto;"><a style="font-weight: 400;" href="#awards"><span class="icon icon-trophy"></span> Awards</a></li><li style="margin-right:auto;"><a style="font-weight: 400;" href="#news"><span class="icon icon-newspaper"></span> News & Events</a></li><li style="margin-right:auto;"><a style="font-weight: 400;" href="#demos"><span class="icon icon-lab"></span> Research Highlights</a></li><li style="margin-right:auto;"><a style="font-weight: 400;" href="#papers"><span class="icon icon-book"></span> Recent Publications</a></li><li style="margin-right:auto;"><a style="font-weight: 400;" href="#videos"><span class="icon icon-camera"></span> Videos</a></li><li style="margin-right:auto;"><a style="font-weight: 400;" href="#free"><span class="icon icon-disk"></span> Software & Data Downloads</a></li> </ul></section> </li><li class="content-area-item"> <header class="preview-header"> <h2 id="Researchers"><span class="icon icon-user"></span> Researchers</h2> </header> <section class="row"> <ul class="researchers-list"><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/koike"><img src="/public/img/photography/people/koike.jpg" style="width: auto; height: 120px;" alt="Toshiaki Koike-Akino"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Toshiaki<br>Koike-Akino<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/porlik"><img src="/public/img/photography/people/porlik.jpg" style="width: auto; height: 120px;" alt="Philip V. Orlik"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Philip V.<br>Orlik<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/jzhang"><img src="/public/img/photography/people/jzhang.jpg" style="width: auto; height: 120px;" alt="Jinyun Zhang"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Jinyun<br>Zhang<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/parsons"><img src="/public/img/photography/people/parsons.jpg" style="width: auto; height: 120px;" alt="Kieran Parsons"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Kieran<br>Parsons<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/guo"><img src="/public/img/photography/people/guo.jpg" style="width: auto; height: 120px;" alt="Jianlin Guo"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Jianlin<br>Guo<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/pwang"><img src="/public/img/photography/people/pwang.jpg" style="width: auto; height: 120px;" alt="Pu (Perry) Wang"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Pu<br>(Perry)<br>Wang</h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/yewang"><img src="/public/img/photography/people/yewang.jpg" style="width: auto; height: 120px;" alt="Ye Wang"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Ye<br>Wang<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/bwang"><img src="/public/img/photography/people/bwang.jpg" style="width: auto; height: 120px;" alt="Bingnan Wang"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Bingnan<br>Wang<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/petrosb"><img src="/public/img/photography/people/petrosb.jpg" style="width: auto; height: 120px;" alt="Petros T. Boufounos"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Petros T.<br>Boufounos<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/yebinwang"><img src="/public/img/photography/people/yebinwang.jpg" style="width: auto; height: 120px;" alt="Yebin Wang"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Yebin<br>Wang<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/dicairano"><img src="/public/img/photography/people/dicairano.jpg" style="width: auto; height: 120px;" alt="Stefano Di Cairano"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Stefano<br>Di Cairano<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/hongbosun"><img src="/public/img/photography/people/hongbosun.jpg" style="width: auto; height: 120px;" alt="Hongbo Sun"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Hongbo<br>Sun<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/clin"><img src="/public/img/photography/people/clin.jpg" style="width: auto; height: 120px;" alt="Chungwei Lin"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Chungwei<br>Lin<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/weiss"><img src="/public/img/photography/people/weiss.jpg" style="width: auto; height: 120px;" alt="Avishai Weiss"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Avishai<br>Weiss<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/brand"><img src="/public/img/photography/people/brand.jpg" style="width: auto; height: 120px;" alt="Matthew Brand"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Matthew<br>Brand<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/chakrabarty"><img src="/public/img/photography/people/chakrabarty.jpg" style="width: auto; height: 120px;" alt="Ankush Chakrabarty"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Ankush<br>Chakrabarty<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/mansour"><img src="/public/img/photography/people/mansour.jpg" style="width: auto; height: 120px;" alt="Hassan Mansour"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Hassan<br>Mansour<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/yerazunis"><img src="/public/img/photography/people/yerazunis.jpg" style="width: auto; height: 120px;" alt="William S. Yerazunis"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">William S.<br>Yerazunis<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/corcodel"><img src="/public/img/photography/people/corcodel.jpg" style="width: auto; height: 120px;" alt="Radu Corcodel"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Radu<br>Corcodel<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/liudh"><img src="/public/img/photography/people/liudh.jpg" style="width: auto; height: 120px;" alt="Dehong Liu"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Dehong<br>Liu<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/igo"><img src="/public/img/photography/people/igo.jpg" style="width: auto; height: 120px;" alt="Frederick J. Igo Jr."><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Frederick J.<br>Igo Jr.<br> </h6></div></a></li><li style="padding: 15px 0px 15px 0px; margin-right: 0px;"><a href="/people/inomata"><img src="/public/img/photography/people/inomata.jpg" style="width: auto; height: 120px;" alt="Kenji Inomata"><div style="padding-top: 5px; float: left; "><h6 style="width: 80px;">Kenji<br>Inomata<br> </h6></div></a></li> </ul><!-- /.researchers-list --> </section></li> 132 <li class="content-area-item"> 133 <header class="preview-header"> 134 <h2><a id="awards"><span class="icon icon-trophy"></span> Awards</a></h2> 135 </header> 136 <section class="publications-results"> 137 <ul> 138<li class="publication-source"> <header class="news-events-header"> <span class="icon icon-trophy" style="color: #d50000;"></span> <span style="font-weight:bold; border-right:1px solid #909090;">AWARD </span> <a href="/news/award-20250519-1566">MERL work receives IEEE Transactions on Automation Science and Engineering Best New Application Paper Award from IEEE Robotics and Automation Society</a></header><b>Date: </b><em>May 19, 2025</em><br><b>Awarded to:</b> Yehan Ma, Yebin Wang, Stefano Di Cairano, Toshiaki Koike-Akino, Jianlin Guo, Philip Orlik, Xinping Guan and Chenyang Lu<br><b>MERL Contacts:</b> <a style="font-weight: 400;" href="/people/dicairano" title="Stefano Di Cairano">Stefano Di Cairano</a>; <a style="font-weight: 400;" href="/people/guo" title="Jianlin Guo">
138Jianlin Guo</a>; <a style="font-weight: 400;" href="/people/koike" title="Toshiaki Koike-Akino">Toshiaki Koike-Akino</a>; <a style="font-weight: 400;" href="/people/porlik" title="Philip V. Orlik">Philip V. Orlik</a>; <a style="font-weight: 400;" href="/people/yebinwang" title="Yebin Wang">Yebin Wang</a><br><b>Research Areas:</b> <a style="font-weight: 400;" href="/research/communications">Communications</a>, <a style="font-weight: 400;" href="/research/control">Control</a>, <a style="font-weight: 400;" href="/research/machine-learning">Machine Learning</a><br><div class="bibtex-breakdown"> <a href="#" class="bibtex">Brief <span class="icon icon-caret-down"></span></a><ul style="padding:0 0 0 0;"> <li>The paper âSmart Actuation for End-Edge Industrial Control Systemsâ, co-authored by MERL intern Yehan Ma, MERL researchers Yebin Wang, Stefano Di Cairano, Toshiaki Koike-Akino, Jianlin Guo, and Philip Orlik, and academic collaborators Xinping Guan and Chenyang Lu, was recognized as the Best New Application Paper of the IEEE Transactions on Automation Science and Engineering (T-ASE), for "a new industrial automation solution that ensures safety operation through coordinated co-design of edge model predictive control and local actuation".<br /> 139<br /> 140The award recognizes the best application paper published in T-ASE over the previous calendar year, for the significance of new applications, technical merit, originality, potential impact on the field, and clarity of presentation.</li></ul></div></li><li> </li> 141<li class="publication-source"> <header class="news-events-header"> <span class="icon icon-trophy" style="color: #d50000;"></span> <span style="font-weight:bold; border-right:1px solid #909090;">AWARD </span> <a href="/news/award-20230609-1493">MERL’s Paper on Wi-Fi Sensing Earns Top 3% Paper Recognition at ICASSP 2023, Selected as a Best Student Paper Award Finalist</a></header><b>Date: </b><em>June 9, 2023</em><br><b>Awarded to:</b> Cristian J. Vaca-Rubio, Pu Wang, Toshiaki Koike-Akino, Ye Wang, Petros Boufounos and Petar Popovski<br><b>MERL Contacts:</b> <a style="font-weight: 400;" href="/people/petrosb" title="Petros T. Boufounos">Petros T. Boufounos</a>; <a style="font-weight: 400;" href="/people/koike" title="Toshiaki Koike-Akino">Toshiaki Koike-Akino</a>; <a style="font-weight: 400;" href="/people/pwang" title="Pu (Perry) Wang">Pu (Perry) Wang</a>; <a style="font-weight: 400;" href="/people/yewang" title="Ye Wang">Ye Wang</a><br><b>Research Areas:</b> <a style="font-weight: 400;" href="/research/artificial-intelligence">Artificial Intelligence</a>, <a style="font-weight: 400;" href="/research/communications">Communications</a>, <a style="font-weight: 400;" href="/research/computational-sensing">Computational Sensing</a>, <a style="font-weight: 400;" href="/research/dynamical-systems">Dynamical Systems</a>, <a style="font-weight: 400;" href="/research/machine-learning">Machine Learning</a>, <a style="font-weight: 400;" href="/research/signal-processing">Signal Processing</a><br><div class="bibtex-breakdown"> <a href="#" class="bibtex">Brief <span class="icon icon-caret-down"></span></a><ul style="padding:0 0 0 0;"> <li>A MERL Paper on Wi-Fi sensing was recognized as a Top 3% Paper among all 2709 accepted papers at the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023). Co-authored by Cristian Vaca-Rubio and Petar Popovski from Aalborg University, Denmark, and MERL researchers Pu Wang, Toshiaki Koike-Akino, Ye Wang, and Petros Boufounos, the paper "MmWave Wi-Fi Trajectory Estimation with Continous-Time Neural Dynamic Learning" was also a Best Student Paper Award finalist.<br /> 142<br /> 143Performed during Cristianâs stay at MERL first as a visiting Marie SkÅodowska-Curie Fellow and then as a full-time intern in 2022, this work capitalizes on standards-compliant Wi-Fi signals to perform indoor localization and sensing. The paper uses a neural dynamic learning framework to address technical issues such as low sampling rate and irregular sampling intervals.<br /> 144<br /> 145ICASSP, a flagship conference of the IEEE Signal Processing Society (SPS), was hosted on the Greek island of Rhodes from June
14504 to June 10, 2023. ICASSP 2023 marked the largest ICASSP in history, boasting over 4000 participants and 6128 submitted papers, out of which 2709 were accepted.</li></ul></div></li><li> </li> 146<li class="publication-source"> <header class="news-events-header"> <span class="icon icon-trophy" style="color: #d50000;"></span> <span style="font-weight:bold; border-right:1px solid #909090;">AWARD </span> <a href="/news/award-20230327-1474">Best Paper Award of 2022 IPSJ Transactions on Consumer Devices & Systems</a></header><b>Date: </b><em>March 27, 2023</em><br><b>Awarded to:</b> Yukimasa Nagai, Takenori Sumi, Jianlin Guo, Philip Orlik, Hiroshi Mineno<br><b>MERL Contacts:</b> <a style="font-weight: 400;" href="/people/guo" title="Jianlin Guo">Jianlin Guo</a>; <a style="font-weight: 400;" href="/people/porlik" title="Philip V. Orlik">Philip V. Orlik</a>; <a style="font-weight: 400;" href="/people/parsons" title="Kieran Parsons">Kieran Parsons</a><br><b>Research Areas:</b> <a style="font-weight: 400;" href="/research/communications">Communications</a>, <a style="font-weight: 400;" href="/research/signal-processing">Signal Processing</a><br><div class="bibtex-breakdown"> <a href="#" class="bibtex">Brief <span class="icon icon-caret-down"></span></a><ul style="padding:0 0 0 0;"> <li>MELCO/MERL research paper âIEEE 802.19.3 Standardization for Coexistence of IEEE 802.11ah and IEEE 802.15.4g Systems in Sub-1GHz Frequency Bandsâ has won the Best Paper Award of the 2022 IPSJ Transactions on Consumer Devices and Systems. The Information Processing Society of Japan (IPSJ) award was established in 1970 and is conferred on the authors of particularly excellent papers, which are published in the IPSJ journals and transactions. Our paper was published by the IPSJ Transaction on Consumer Device and System Vol. 29 in 2021 and authors are Yukimasa Nagai, Takenori Sumi, Jianlin Guo, Philip Orlik and Hiroshi Mineno.</li></ul></div></li><li> </li> </ul> </section> <br><a style="font-weight: bold;" href="/news/?cm=on&awards=on" class="button">See All Awards for Communications</a></li><li class="content-area-item"> <header class="preview-header"> <h2 id="news"><span class="icon icon-newspaper"></span> News & Events</h2> </header> <section class="row"> <ul style="margin: 0; padding: 0;"> 147<li class="publication-source"> <header class="news-events-header"> <span class="icon icon-newspaper" style="color: #d50000;"></span> <span style="font-weight:bold; border-right:1px solid #909090;">NEWS </span> <a href="/news/news-20260317-1595">Toshiaki Koike-Akino delivers an invited talk as a panelist at OFC 2026</a></header><b>Date: </b><em>March 17, 2026</em><br><b>MERL Contact:</b> <a style="font-weight: 400;" href="/people/koike" title="Toshiaki Koike-Akino">Toshiaki Koike-Akino</a><br><b>Research Areas:</b> <a style="font-weight: 400;" href="/research/artificial-intelligence">Artificial Intelligence</a>, <a style="font-weight: 400;" href="/research/communications">Communications</a>, <a style="font-weight: 400;" href="/research/machine-learning">Machine Learning</a>, <a style="font-weight: 400;" href="/research/signal-processing">Signal Processing</a><br><div class="bibtex-breakdown"> <a href="#" class="bibtex">Brief <span class="icon icon-caret-down"></span></a><ul style="padding:0 0 0 0;"> <li>MERL researcher Toshiaki Koike-Akino will serve as a panelist at OFC 2026, the premier global event for optical communications and networking, to be held in Los Angeles, March 15â19.<br /> 148<br /> 149Dr. Koike-Akino will participate in the special panel session titled âMachine Learning is Taking Over Optical CommunicationsâBut Which Algorithms Should We Use?â He will deliver a panel talk titled âScaling AI with Light: AI Is Taking Over Optics â But Optics May Take Over AI.â His talk will discuss the growing synergy between AI and optical technologies, highlighting the emerging vision of leveraging optical physics not only as an application domain for AI, but also as a platform for scaling future AI systems.</li></ul></div></li><li> </li> 150<li class="publication-source"> <header class="news-events-header"> <span class="icon icon-newspaper" style="color: #d50000;"></span> <span style="font-weight:bold; border-right:1px solid #909090;">NEWS </span> <a href="/news/news-20250608-1569">Jianlin Guo delivered a Keynote in IEEE ICC 2025 Workshop</a></header><b>Date: </b><em>June 8, 2025 - June 12, 2025</em><br><b>MERL Contacts:</b> <a style="font-weight: 400;" href="/people/guo" title="Jianlin Guo">
150Jianlin Guo</a>; <a style="font-weight: 400;" href="/people/parsons" title="Kieran Parsons">Kieran Parsons</a><br><b>Research Areas:</b> <a style="font-weight: 400;" href="/research/communications">Communications</a>, <a style="font-weight: 400;" href="/research/signal-processing">Signal Processing</a><br><div class="bibtex-breakdown"> <a href="#" class="bibtex">Brief <span class="icon icon-caret-down"></span></a><ul style="padding:0 0 0 0;"> <li>Jianlin Guo delivered a keynote titled "Multipath Transport in Industrial Private Wireless IoT Networks" in the IEEE International Conference on Communications (ICC) 2025 Workshop on "Industrial Private Beyond-5G Wireless Networks", held in Montreal, Canada from June 8-12. Jianlin also presented two conference papers, two workshop papers, and chaired two technical sessions. The ICC is one of two IEEE Communications Societyâs flagship conferences.</li></ul></div></li><li> </li> </ul><br> <a style="font-weight: bold;" href="/news/?cm=on" class="button">See All News & Events for Communications</a> </section></li><li class="content-area-item"> <header class="preview-header"> <h2 id="demos"><span class="icon icon-lab"></span> Research Highlights</h2> </header> <section class="row"> <ul class="demo-list"><li> <a href="/research/highlights/quantum-ai"> 151 <div data-picture data-alt="Communications" class="banner-picture"> 152 <div data-src="/public/img/photography/quantum-ai-banner.jpg"></div> 153 <div data-src="/public/img/photography/[email protected]" data-media="(min-device-pixel-ratio: 2.0)"></div> 154 </div> 155 <figcaption>Quantum AI Technology</figcaption> </a></li><li> <a href="/research/highlights/edge-assisted-iov"> 156 <div data-picture data-alt="Communications" class="banner-picture"> 157 <div data-src="/public/img/photography/edge-assisted-iov-banner.jpg"></div> 158 <div data-src="/public/img/photography/[email protected]" data-media="(min-device-pixel-ratio: 2.0)"></div> 159 </div> 160 <figcaption>Edge-Assisted Internet of Vehicles for Smart Mobility</figcaption> </a></li><li> <a href="/research/highlights/mmBSF"> 161 <div data-picture data-alt="Communications" class="banner-picture"> 162 <div data-src="/public/img/photography/mmBSF-banner.jpg"></div> 163 <div data-src="/public/img/photography/[email protected]" data-media="(min-device-pixel-ratio: 2.0)"></div> 164 </div> 165 <figcaption>mmWave Beam-SNR Fingerprinting (mmBSF)</figcaption> </a></li> </ul><!-- /.demo-list --> </section></li><li class="content-area-item"> <header class="preview-header"> <h2 id="papers"><span class="icon icon-book"></span> Recent Publications</h2> </header> <section class="publications-results"> <ul><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Shanmuga Sundaram, J.P., Fujart, L., Duon, S., Gabidolla, M., Guo, J., Koike-Akino, T., Wang, P., Parsons, K., Orlik, P.V., Sumi, T., Nagai, Y., Carreira-Perpinan, M.A., Cerpa, A.E.</span>, <span class="title" style="font-weight: bold;">"EDRP: Enhanced Dynamic Relay Point Protocol for Data Dissemination in Multi-hop Wireless IoT Networks"</span>, <span class="journal-name"><a href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6488907" style="color: black; font-weight: normal;">IEEE Internet of Things Journal</a></span>, <span class="date" style="white-space:nowrap;">June 2026</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2026-087" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2026-087</a><a href="/publications/docs/TR2026-087.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@article{ShanmugaSundaram2026jun,</li><li style="white-space: normal;">author = {Shanmuga Sundaram, Jothi Prasanna and Fujart,Luis and Duon, Shaw and Gabidolla, Magzhan and Guo, Jianlin and Koike-Akino, Toshiaki and Wang, Pu and Parsons, Kieran and Orlik, Philip V. and Sumi, Takenori and Nagai, Yukimasa and Carreira-Perpinan, Miguel A and Cerpa, Alberto E.},</li><li style="white-space: normal;">title = {{EDRP: Enhanced Dynamic Relay Point Protocol for Data Dissemination in Multi-hop Wireless IoT Networks}},</li><li style="white-space: normal;">journal = {IEEE Internet of Things Journal},</li><li style="white-space: normal;">year = 2026,</li><li style="white-space: normal;">month = jun,</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2026-087}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Yuan, W., Wang, P., Ahmadi, H., Liu, B.</span>, <span class="title" style="font-weight: bold;">
165"Waveforms in 6G and Beyond"</span>, <span class="journal-name"><a href="https://ieeexplore.ieee.org/abstract/document/11538093" style="color: black; font-weight: normal;">IEEE Communications Standards Magazine</a></span>, <span class="note"><span style="">DOI: <a style="color:#000; font-weight:400;" href="https://dx.doi.org/10.1109/MCOMSTD.2026.3681093">10.1109/​MCOMSTD.2026.3681093</a></span></span>, <span class="volume" style="white-space:nowrap;">Vol. 10</span>, <span class="number" style="white-space:nowrap;">No. 2</span>, <span class="pages" style="white-space:nowrap;">pp. 96-97</span>, <span class="date" style="white-space:nowrap;">June 2026</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2026-099" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2026-099</a><a href="/publications/docs/TR2026-099.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@article{Yuan2026jun,</li><li style="white-space: normal;">author = {{Yuan, Weijie and Wang, Pu and Ahmadi, Hamed and Liu, Bryan}},</li><li style="white-space: normal;">title = {{Waveforms in 6G and Beyond}},</li><li style="white-space: normal;">journal = {IEEE Communications Standards Magazine},</li><li style="white-space: normal;">year = 2026,</li><li style="white-space: normal;">volume = 10,</li><li>number = 2,</li><li style="white-space: normal;">pages = {96--97},</li><li style="white-space: normal;">month = jun,</li><li style="white-space: normal;">doi = {10.1109/MCOMSTD.2026.3681093},</li><li style="white-space: normal;">issn = {2471-2833},</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2026-099}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Lakha, B., Guo, J., Parsons, K., Sumi, T., Nagai, Y., Serra, E.</span>, <span class="title" style="font-weight: bold;">"Multi-Hop IoT Network Fault Detection Using Spatio-Temporal Graph Neural Network"</span>, <span class="journal-name"><a href="https://icc2026.ieee-icc.org/workshop/ws14-fifth-workshop-industrial-private-beyond-5g-wireless-networks/program" style="color: black; font-weight: normal;">IEEE International Conference on Communications Workshops (ICC)</a></span>, <span class="date" style="white-space:nowrap;">May 2026</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2026-059" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2026-059</a><a href="/publications/docs/TR2026-059.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@inproceedings{Lakha2026may,</li><li style="white-space: normal;">author = {Lakha, Bishal and Guo, Jianlin and Parsons, Kieran and Sumi, Takenori and Nagai, Yukimasa and Serra, Edoardo},</li><li style="white-space: normal;">title = {{Multi-Hop IoT Network Fault Detection Using Spatio-Temporal Graph Neural Network}},</li><li style="white-space: normal;">booktitle = {IEEE International Conference on Communications Workshops (ICC)},</li><li style="white-space: normal;">year = 2026,</li><li style="white-space: normal;">month = may,</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2026-059}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Kuwabara, A., Kato, S., Koike-Akino, T., Fujihashi, T.</span>, <span class="title" style="font-weight: bold;">"Date of publication xxxx 00, 0000, date of current version xxxx 00, 0000. Digital Object Identifier 10.1109/ACCESS.2017.DOI Range Image-Based Implicit Neural Compression for LiDAR Point Clouds"</span>, <span class="journal-name"><a href="https://ieeexplore.ieee.org/document/11352825" style="color: black; font-weight: normal;">IEEE Access</a></span>, <span class="note"><span style="">DOI: <a style="color:#000; font-weight:400;" href="https://dx.doi.org/10.1109/ACCESS.2026.3654068">10.1109/​ACCESS.2026.3654068</a></span></span>, <span class="volume" style="white-space:nowrap;">Vol. 14</span>, <span class="pages" style="white-space:nowrap;">pp. 10262-10275</span>, <span class="date" style="white-space:nowrap;">January 2026</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2026-023" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2026-023</a><a href="/publications/docs/TR2026-023.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@article{Kuwabara2026feb,</li><li style="white-space: normal;">author = {Kuwabara, Akihiro and Kato, Sorachi and Koike-Akino, Toshiaki and Fujihashi, Takuya},</li><li style="white-space: normal;">title = {{Range Image-Based Implicit Neural Compression for LiDAR Point Clouds}},</li><li style="white-space: normal;">
165journal = {IEEE Access},</li><li style="white-space: normal;">year = 2026,</li><li style="white-space: normal;">volume = 14,</li><li style="white-space: normal;">pages = {10262--10275},</li><li style="white-space: normal;">month = feb,</li><li style="white-space: normal;">doi = {10.1109/ACCESS.2026.3654068},</li><li style="white-space: normal;">issn = {2169-3536},</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2026-023}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Nakamura, K., Ookawara, T., Sunagozaka, Y., Hirata, R., Koizumi, A., Sumi, T., Guo, J., Nagai, Y., Oguma, H.</span>, <span class="title" style="font-weight: bold;">"Experimental Results for Indoor Positioning Based on Wi-Fi FTM and RSSI"</span>, <span class="journal-name"><a href="https://ictc.org/program_glance" style="color: black; font-weight: normal;">International Conference on Information and Communication Technology Convergence</a></span>, <span class="date" style="white-space:nowrap;">October 2025</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2025-144" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2025-144</a><a href="/publications/docs/TR2025-144.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@inproceedings{Nakamura2025oct,</li><li style="white-space: normal;">author = {Nakamura, Koki and Ookawara, Takashi and Sunagozaka, Yudai and Hirata, Rei and Koizumi, Atsushi and Sumi, Takenori and Guo, Jianlin and Nagai, Yukimasa and Oguma, Hiroshi},</li><li style="white-space: normal;">title = {{Experimental Results for Indoor Positioning Based on Wi-Fi FTM and RSSI}},</li><li style="white-space: normal;">booktitle = {International Conference on Information and Communication Technology Convergence},</li><li style="white-space: normal;">year = 2025,</li><li style="white-space: normal;">month = oct,</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2025-144}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Kuwabara, A., Kato, S., Koike-Akino, T., Fujihashi, T.</span>, <span class="title" style="font-weight: bold;">"SCC-Aided INR for High-Frequency Detail Preservation in LiDAR"</span>, <span class="journal-name"><a href="https://ieeexplore.ieee.org/document/11105448" style="color: black; font-weight: normal;">IEEE Open Journal of the Communications Society (OJCOMS)</a></span>, <span class="note"><span style="">DOI: <a style="color:#000; font-weight:400;" href="https://dx.doi.org/10.1109/OJCOMS.2025.3594545">10.1109/​OJCOMS.2025.3594545</a></span></span>, <span class="volume" style="white-space:nowrap;">Vol. 6</span>, <span class="pages" style="white-space:nowrap;">pp. 6352-6367</span>, <span class="date" style="white-space:nowrap;">July 2025</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2025-129" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2025-129</a><a href="/publications/docs/TR2025-129.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@article{Kuwabara2025sep,</li><li style="white-space: normal;">author = {Kuwabara, Akihiro and Kato, Sorachi and Koike-Akino, Toshiaki and Fujihashi, Takuya},</li><li style="white-space: normal;">title = {{SCC-Aided INR for High-Frequency Detail Preservation in LiDAR}},</li><li style="white-space: normal;">journal = {IEEE Open Journal of the Communications Society (OJCOMS)},</li><li style="white-space: normal;">year = 2025,</li><li style="white-space: normal;">volume = 6,</li><li style="white-space: normal;">pages = {6352--6367},</li><li style="white-space: normal;">
165month = sep,</li><li style="white-space: normal;">doi = {10.1109/OJCOMS.2025.3594545},</li><li style="white-space: normal;">issn = {2644-125X},</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2025-129}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Santra, A., Wang, P., Shaker, G., Mysore, B.S., Dolmans, G., Chen, Y., Shariati, N., Pandharipande, A.</span>, <span class="title" style="font-weight: bold;">"Machine Learning-Powered Radio Frequency Sensing: A Review"</span>, <span class="journal-name"><a href="https://ieeexplore.ieee.org/document/10925527" style="color: black; font-weight: normal;">IEEE Sensors Journal</a></span>, <span class="note"><span style="">DOI: <a style="color:#000; font-weight:400;" href="https://dx.doi.org/10.1109/JSEN.2025.3547673">10.1109/​JSEN.2025.3547673</a></span></span>, <span class="date" style="white-space:nowrap;">June 2025</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2025-099" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2025-099</a><a href="/publications/docs/TR2025-099.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@article{Santra2025jun,</li><li style="white-space: normal;">author = {Santra, Avik and Wang, Pu and Shaker, George and Mysore, Bhavani Shankar and Dolmans, Guido and Chen, Yan and Shariati, Negin and Pandharipande, Ashish},</li><li style="white-space: normal;">title = {{Machine Learning-Powered Radio Frequency Sensing: A Review}},</li><li style="white-space: normal;">journal = {IEEE Sensors Journal},</li><li style="white-space: normal;">year = 2025,</li><li style="white-space: normal;">month = jun,</li><li style="white-space: normal;">doi = {10.1109/JSEN.2025.3547673},</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2025-099}</li><li>}</li></ul></div><li class="publication-source"><span class="icon icon-play" style="color: #d50000;"></span> <span class="authors">Das, S., Guo, J., Parsons, K., Nagai, Y., Sumi, T., Sakaguchi, N., Orlik, P.V., Kalafatis, S.</span>, <span class="title" style="font-weight: bold;">"Learning Based Scheduling and Adaptive Congestion Control for Multipath QUIC"</span>, <span class="journal-name"><a href="https://icc2025.ieee-icc.org/workshop/ws08-fourth-workshop-industrial-private-beyond-5g-wireless-networks/program" style="color: black; font-weight: normal;">IEEE International Conference on Communications Workshops (ICC) Workshop</a></span>, <span class="date" style="white-space:nowrap;">June 2025</span>.<div class="bibtex-breakdown"><a href="#" class="bibtex">BibTeX <span class="icon icon-caret-down"></span></a> <a href="/publications/TR2025-083" class="tr-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top:10px; white-space:nowrap;"><span class="icon icon-book"></span> TR2025-083</a><a href="/publications/docs/TR2025-083.pdf" class="pdf-link" style="color: #d50000; font-weight: bold; margin-left: 20px; margin-top: 25px; white-space:nowrap;"><span class="icon icon-file"></span> PDF</a><ul><li>@inproceedings{Das2025jun,</li><li style="white-space: normal;">author = {Das, Souryendu and Guo, Jianlin and Parsons, Kieran and Nagai, Yukimasa and Sumi, Takenori and Sakaguchi, Naotaka and Orlik, Philip V. and Kalafatis, Stavros},</li><li style="white-space: normal;">title = {{Learning Based Scheduling and Adaptive Congestion Control for Multipath QUIC}},</li><li style="white-space: normal;">booktitle = {IEEE International Conference on Communications Workshops (ICC) Workshop},</li><li style="white-space: normal;">year = 2025,</li><li style="white-space: normal;">month = jun,</li><li style="white-space: normal;">url = {https://www.merl.com/publications/TR2025-083}</li><li>}</li></ul></div> </ul> <a style="font-weight: bold;" href="/publications/?cm=on" class="button">See All Publications for Communications</a> </section></li> 166<li class="content-area-item"> <header class="preview-header"> <h2 id="videos"><span class="icon icon-camera"></span> Videos</h2> </header> <section class="row"><center><figure class="showcase-media " > <div> 167 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/ebZqaOBZApE?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe>
168 <figcaption><a href="https://youtu.be/ebZqaOBZApE">On-orbit 3D Printing Technology for Fabrication of Satellite Antennas</a></figcaption> 169 </div> 170 </figure> 171 <figure class="showcase-media " > <div> 172 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/O2UcAVIP3Wg?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 173 <figcaption><a href="https://youtu.be/O2UcAVIP3Wg">Toshiaki Koike-Akino Gives Seminar Talk at IEEE Boston Photonics</a></figcaption> 174 </div> 175 </figure> 176 <figure class="showcase-media " > <div> 177 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/TJMG634St-E?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 178 <figcaption><a href="https://youtu.be/TJMG634St-E">[MERL Seminar Series 2021] Reconfigurable Intelligent Surfaces for Wireless Communications</a></figcaption> 179 </div> 180 </figure> 181 <figure class="showcase-media " > <div> 182 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/QLB6CIhzxAU?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 183 <figcaption><a href="https://youtu.be/QLB6CIhzxAU">All Digital Transmitter</a></figcaption> 184 </div> 185 </figure> 186 <figure class="showcase-media " > <div> 187 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/pKTAFAM_tc8?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 188 <figcaption><a href="https://youtu.be/pKTAFAM_tc8">Machine Learning Power Amplifier</a></figcaption> 189 </div> 190 </figure> 191 <figure class="showcase-media " > <div> 192 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/FbKCQQCqvH8?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 193 <figcaption><a href="https://youtu.be/FbKCQQCqvH8">Polar Coding with Chemical Reaction Networks for Molecular Communications</a></figcaption> 194 </div> 195 </figure> 196 <figure class="showcase-media " > <div> 197 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/50GpqwI641M?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 198 <figcaption><a href="https://youtu.be/50GpqwI641M">EMI reduction in PWM inverters using adaptive frequency modulated carriers</a></figcaption> 199 </div> 200 </figure> 201 <figure class="showcase-media " > <div> 202 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/-cH4QMKyJ_I?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe>
203 <figcaption><a href="https://youtu.be/-cH4QMKyJ_I">1Tbps Optical Transmission</a></figcaption> 204 </div> 205 </figure> 206 <figure class="showcase-media " > <div> 207 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/OQ6YnKeXSDc?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 208 <figcaption><a href="https://youtu.be/OQ6YnKeXSDc">Through-the-Wall Imaging</a></figcaption> 209 </div> 210 </figure> 211 <figure class="showcase-media " > <div> 212 <iframe sandbox="allow-scripts allow-same-origin" width="560" height="220" src="https://www.youtube-nocookie.com/embed/EpJxevWDiZo?rel=0&showinfo=0" frameborder="0" allowfullscreen="allowfullscreen" mozallowfullscreen="mozallowfullscreen" msallowfullscreen="msallowfullscreen" oallowfullscreen="oallowfullscreen" webkitallowfullscreen="webkitallowfullscreen""></iframe> 213 <figcaption><a href="https://youtu.be/EpJxevWDiZo">Photonic Integrated Circuits</a></figcaption> 214 </div> 215 </figure> 216 </center> </section></li><li class="content-area-item"> <header class="preview-header"> <h2 id="free"><span class="icon icon-disk"></span> Software & Data Downloads</h2> </header> <section class="row"> <ul class="demo-list"><li> <a href="/research/downloads/MMVR"> <img src="/public/img/photography/MMVR-banner.jpg" alt="Software & Data Downloads"> <figcaption>Millimeter-wave Multi-View Radar Dataset</figcaption> </a></li><li> <a href="/research/downloads/1bCRB"> <img src="/public/img/photography/1bCRB-banner.jpg" alt="Software & Data Downloads"> <figcaption>One-Bit CRB</figcaption> </a></li> </ul><!-- /.license-list --> </section></li> 217 </ul> 218 </section> 219 </div><!-- /.main-content-wrapper --> 220 221 <aside class="sidebar"> 222 223<nav class="sidebar-section sidebar-section-nav"> <h5><span class="icon icon-lab" style="color: #d50000;"> </span>Research</h5> <ul><li><a href="/research">Research top</a></li><li><a href="/research/applied-physics">Applied Physics</a></li><li><a href="/research/artificial-intelligence">Artificial Intelligence</a></li><li><a href="/research/communications#" class="current"><span class="icon-play"></span>Communications</a></li><li><a href="/research/computational-sensing">Computational Sensing</a></li><li><a href="/research/computer-vision">Computer Vision</a></li><li><a href="/research/control">Control</a></li><li><a href="/research/data-analytics">Data Analytics</a></li><li><a href="/research/dynamical-systems">Dynamical Systems</a></li><li><a href="/research/electric-systems">Electric Systems</a></li><li><a href="/research/electronic-photonic-devices">Electronic and Photonic Devices</a></li><li><a href="/research/machine-learning">Machine Learning</a></li><li><a href="/research/multi-physical-modeling">Multi-Physical Modeling</a></li><li><a href="/research/optimization">Optimization</a></li><li><a href="/research/robotics">Robotics</a></li><li><a href="/research/signal-processing">Signal Processing</a></li><li><a href="/research/speech-audio">Speech & Audio</a></li><li><a href="/research/downloads">Software & Data Downloads</a></li><li><a href="/research/highlights">Research Highlights</a></li> </ul> 224 </nav> 225 226 <section class="sidebar-section"> 227 <section class="sidebar-subsection"> 228 <h5><span class="icon icon-user" style="color: #d50000;"> </span>Why work at MERL?</h5> 229 <p>We offer an interdisciplinary and collaborative research environment with excellent benefits where talented people apply their skills and grow professionally.</p> 230 <a href="/employment/employment/" class="button">View Open Jobs</a> 231 </section> 232 <section class="sidebar-subsection"> 233 <h5><span class="icon icon-user" style="color: #d50000;"> </span>Why intern at MERL?</h5> 234 <p>We offer many opportunities to participate in exciting research in a stimulating environment with the likelihood of a publication as a result.</p> 235 <a href="/employment/internship-openings/" class="button">View Open Internships</a> 236 </section> 237 </section> 238 <section class="sidebar-section"> 239 <section class="sidebar-subsection"> 240 <h5><span class="icon icon-lab" style="color: #d50000;"> </span>Research Highlights</h5> 241 <p>Look deeper into significant <b>Communications</b> research at MERL: </p> 242 243 <ul style="padding:0px; margin:15px;"> 244<li style="list-style-type: disc;">Quantum AI Technology</li><li style="list-style-type: disc;">Edge-Assisted Internet of Vehicles for Smart Mobility</li><li style="list-style-type: disc;">mmWave Beam-SNR Fingerprinting (mmBSF)</li> </ul> 245 246 <a href="/research/highlights/" class="button">See All Highlights</a> 247 </section> 248 </section> 249 250 <section class="sidebar-section"> 251 <section class="sidebar-subsection"> 252 <h5><span class="icon icon-disk" style="color: #d50000;"> </span>Software & Data Downloads</h5> 253 <p>
253MERL is making <b>Communications</b> software and data available to the research community: </p> 254 255 <ul style="padding:0px; margin:15px;"> 256<li style="list-style-type: disc;">Millimeter-wave Multi-View Radar Dataset (MMVR)</li><li style="list-style-type: disc;">One-Bit CRB (1bCRB)</li> 257 </ul> 258 259 <a href="/research/downloads/" class="button">See All Downloads</a> 260 </section> 261 </section> 262 263 264 </aside><!-- /.sidebar --> 265 266 267 268 </div><!-- /.container --> 269 </section><!-- /.global-content-wrapper --> 270 271</div> 272<!-- NOTE: To here: unique page content --> 273 274<!-- NOTE: From here: must reflect on unique page --> 275<footer class="gs18-Footer" role="contentinfo" data-js-gs18-footer> 276<!-- /.gs18-Footer --></footer> 277<!-- NOTE: To here: must reflect on unique page --> 278 279<!-- NOTE: From here: must reflect on unique page --> 280<!-- scripts : init --> 281
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