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Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference [article]

Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
<span title="2021-12-02">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The objective is to minimize a global function that is a sum of the agents' local loss functions. And the optimization is conducted by analog over-the-air model training.  ...  From the received analog signal the edge server extracts a noisy aggregated gradient which is distorted by the channel fading and interference, and uses it to update the global model and feedbacks to all  ...  The essence of over-the-air computing is to exploit the waveform superposition property of multi access channel, where agents modulate the gradient on the waveform and use the air as an auto aggregator  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.11733v2">arXiv:2107.11733v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/inkqddu6xnbonn6kmyerly6izm">fatcat:inkqddu6xnbonn6kmyerly6izm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211204063840/https://arxiv.org/pdf/2107.11733v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7f/29/7f295726a3ad2ed2c12db5037a241678c29d2793.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.11733v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Blockchain-Based Federated Learning in UAVs Beyond 5G Networks: A Solution Taxonomy and Future Directions

Deepti Saraswat, Ashwin Verma, Pronaya Bhattacharya, Sudeep Tanwar, Gulshan Sharma, Pitshou N. Bokoro, Ravi Sharma
<span title="">2022</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Federated learning (FL) allows data to be trained on local nodes, preserving privacy and improving network communication.  ...  INDEX TERMS Beyond 5G networks, 6G, blockchain, federated learning, unmanned aerial vehicles. D. ORGANIZATION AND READING MAP  ...  In 2006, the federal aviation administration (FAA) deployed the fleet of commercial UAVs in the air for search, rescue, and disaster relief operations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3161132">doi:10.1109/access.2022.3161132</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4h6ormfvjfd45n25vvzkynvyg4">fatcat:4h6ormfvjfd45n25vvzkynvyg4</a> </span>
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Effects of errorless learning on the acquisition of velopharyngeal movement control

Andus Wing-Kuen Wong, Tara Whitehill, Estella Ma, Rich Masters
<span title="">2012</span> <i title="Acoustical Society of America (ASA)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hwn3tbm3t5cpnjcflcmmwnprc4" style="color: black;">Journal of the Acoustical Society of America</a> </i> &nbsp;
Computational skills allow rapid and automatic "statistical learning" and social interaction is necessary for this computational learning process to occur.  ...  Language learning and the developing brain: Cross-cultural studies unravel the effects of biology and culture.  ...  On the other hand, large aggregates do not aggregate due to the repulsive double-layer interaction which is stronger for larger particles.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1121/1.4708235">doi:10.1121/1.4708235</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7wzupz5u2nd6nc7ttvbpxwvunm">fatcat:7wzupz5u2nd6nc7ttvbpxwvunm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171129155725/https://core.ac.uk/download/pdf/37987590.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c7/40/c7403f23209422285559f14a598a4191dfeda342.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1121/1.4708235"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications [article]

Khaled B. Letaief, Yuanming Shi, Jianmin Lu, Jianhua Lu
<span title="2021-11-24">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we shall provide our vision for scalable and trustworthy edge AI systems with integrated design of wireless communication strategies and decentralized machine learning models.  ...  However, state-of-the-art deep learning and big data analytics based AI systems require tremendous computation and communication resources, causing significant latency, energy consumption, network congestion  ...  The key idea is that the waveform superposition of a wireless multiple access can be exploited for computing the nomographic functions (e.g., the model aggregation function weighted average) over the same  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.12444v1">arXiv:2111.12444v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/crrbtfylvjeihogumggdnxcbpq">fatcat:crrbtfylvjeihogumggdnxcbpq</a> </span>
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Smart Radio Environments [article]

Gabriele Gradoni, Marco Di Renzo, Ana Diaz-Rubio, Sergei Tretyakov, Christophe Caloz, Zhen Peng, Andrea Alu, Geoffroy Lerosey, Mathias Fink, Vincenzo Galdi, Tie Jun Cui, Benjamin Frazier (+18 others)
<span title="2021-11-16">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Several wireless applications are discussed, including beam-forming, focusing, imaging, localisation, and sensing, some rooted in novel architectures for future mobile communications networks towards 6G  ...  This Roadmap takes the reader on a journey through the research in electromagnetic wave propagation control via reconfigurable intelligent surfaces.  ...  Acknowledgment This work was supported in part by the European Commission through the H2020 ARIADNE project under grant 871464 and the Academy of Finland under grants 330260 and 330957.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.08676v1">arXiv:2111.08676v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/osgcjeksmnfavolkajrr67qo6q">fatcat:osgcjeksmnfavolkajrr67qo6q</a> </span>
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Underwater Optical Wireless Communications in Swarm Robotics: A Tutorial

Peter A. Hoeher, Jan Sticklus, Andrej Harlakin
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b4kxurpz5vbn7gog6wq32vliii" style="color: black;">IEEE Communications Surveys and Tutorials</a> </i> &nbsp;
For this reason, in shallow waters sometimes the air wave is exploited for range extension [31] .  ...  A decisive advantage magnetic fields have over acoustic waves is the high underwater propagation speed, which is similar to that of UOWC.  ...  Acknowledgement This work has been partly supported by the European Union -European Regional Development Fund (ERDF), the Federal Government and Land Schleswig-Holstein, Germany, through EU.SH Project,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/comst.2021.3111984">doi:10.1109/comst.2021.3111984</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dbu6v37agnaa7o46emq4qjjc4q">fatcat:dbu6v37agnaa7o46emq4qjjc4q</a> </span>
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2020 Index IEEE Transactions on Wireless Communications Vol. 19

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ra4txhbrwnbwzk3lwinyjovpbe" style="color: black;">IEEE Transactions on Wireless Communications</a> </i> &nbsp;
Identification for MIMO Systems in Dynamic Environments; TWC June 2020 3643-3657 Huang, C., see Yang, M., TWC Sept. 2020 5860-5874 Huang, D., Tao, X., Jiang, C., Cui, S., and Lu, J  ...  C., see Li, M., TWC Jan. 2020 650-664 Huang, A., see He, H., TWC Dec. 2020 7881-7896 Huang, C., Molisch, A.F., He, R., Wang, R., Tang, P., Ai, B., and Zhong, Z., Machine Learning-Enabled LOS/NLOS  ...  ., +, TWC Nov. 2020 7108-7123 Data privacy Broadband Analog Aggregation for Low-Latency Federated Edge Learning. Zhu, G., +, TWC Jan. 2020 491-506 Federated Learning via Over-the-Air Computation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/twc.2020.3044507">doi:10.1109/twc.2020.3044507</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ie4rwz4dgvaqbaxf3idysubc54">fatcat:ie4rwz4dgvaqbaxf3idysubc54</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201219072812/https://ieeexplore.ieee.org/ielx7/7693/9289043/09295475.pdf?tp=&amp;arnumber=9295475&amp;isnumber=9289043&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/twc.2020.3044507"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Biosystems Approach to Industrial Patient Monitoring and Diagnostic Devices

Gail Baura
<span title="">2008</span> <i title="Morgan &amp; Claypool Publishers LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lhacskgznbhmlinpy4tte44fny" style="color: black;">Synthesis Lectures on Biomedical Engineering</a> </i> &nbsp;
Because the clinical usage requirements for patient monitoring and diagnostic devices are so high, system theory is the preferred substitute for heuristic, empirical processing during noise artifact minimization  ...  and classification.  ...  (b) The first raw waveform, the eleventh waveform, and the PRBS filter output scaled by 1/16 are shown. For comparison purposes, the baseline value of each waveform has been subtracted.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2200/s00101ed1v01y200702bme012">doi:10.2200/s00101ed1v01y200702bme012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zj7r6xqrs5djxhtfr6vuusuhda">fatcat:zj7r6xqrs5djxhtfr6vuusuhda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20111111051720/http://www.morganclaypool.com.ezproxy.lib.utah.edu/doi/pdfplus/10.2200/S00101ED1V01Y200702BME012" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ca/01/ca01b2df7ad7ea5c7302965d82ffc3edc4cd27ec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2200/s00101ed1v01y200702bme012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Survey of Promising Technologies for Quantum Drones and Networks

Adarsh Kumar, Surbhi Bhatia, Keshav Kaushik, Manjula Gandhi, Gayathri Devi, Diego Pacheco, Arwa Mashat
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
[125] developed a federated learning system for facilitating cooperative ML in a federation of individual drones as a service (e.g., parking lot occupancy planning and traffic forecasting).  ...  The data aggregation approach is an aggregate signature scheme, and it is proven to be more secure because of its properties in implementing the security aspects, including PQC.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3109816">doi:10.1109/access.2021.3109816</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gkyevfoqrfertef7j7gjzcstii">fatcat:gkyevfoqrfertef7j7gjzcstii</a> </span>
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2020 Index IEEE Transactions on Vehicular Technology Vol. 69

<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fmebo7gm4vhg7ljs3x2bbrazk4" style="color: black;">IEEE Transactions on Vehicular Technology</a> </i> &nbsp;
+ Check author entry for coauthors ami-mFading Channels With Integer and Non-Integerm; TVT March 2020 2785-2801 Hoang, T.M., Tran, X.N., Nguyen, B.C., and Dung, L.T., On the Performance of MIMO Full-Duplex  ...  Revocable Data-Sharing Scheme in VANETs; TVT Dec. 2020 15933-15946 Hoseini, S.A., Ding, M., Hassan, M., and Chen, Y., Analyzing the Impact of Molecular Re-Radiation on the MIMO Capacity in High-Frequency  ...  ., +, TVT Nov. 2020 13593-13605 Improving TCP Performance Over WiFi for Internet of Vehicles: A Federated Learning Approach.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvt.2021.3055470">doi:10.1109/tvt.2021.3055470</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/536l4pgnufhixneoa3a3dibdma">fatcat:536l4pgnufhixneoa3a3dibdma</a> </span>
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An Overview of Signal Processing Techniques for Terahertz Communications [article]

Hadi Sarieddeen, Mohamed-Slim Alouini, Tareq Y.Al-Naffouri
<span title="2021-08-18">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We focus on the classical problems of waveform design and modulation, beamforming and precoding, index modulation, channel estimation, channel coding, and data detection.  ...  This tutorial overviews these techniques, emphasizing ultra-massive multiple-input multiple-output (UM-MIMO) systems and reconfigurable intelligent surfaces, vital for overcoming the distance problem at  ...  The rest of the coefficients and functions are detailed in [142] . The updated model in [143] is valid over an extended sub-THz range (100 − 450 GHz), accounting for more absorption spikes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.13176v3">arXiv:2005.13176v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mxqxsp55jjg7ddw5gca2x7dq3a">fatcat:mxqxsp55jjg7ddw5gca2x7dq3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210825160107/https://arxiv.org/pdf/2005.13176v3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6a/33/6a3360172b52e4c334c212c24cf975bd428526f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.13176v3" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

News Briefs

<span title="">1997</span> <i title="National Institute of Standards and Technology (NIST)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qg4tymbffzcs5fu7eils3hgpau" style="color: black;">Journal of Research of the National Institute of Standards and Technology</a> </i> &nbsp;
The proceedings from the workshop, NIST Special Publication 910, are now available for purchase.  ...  A NIST spokesperson stated that the number of NVLAP-enrolled laboratories has grown this past year due to developments such as (1) the Federal Communication Commission's decision to accept certain products  ...  , • mass spectra for over 8000 compounds, and • IR spectra for over 5000 compounds.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6028/jres.102.028">doi:10.6028/jres.102.028</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oilktxt2enejddtqyhrck46bmi">fatcat:oilktxt2enejddtqyhrck46bmi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180604090945/https://nvlpubs.nist.gov/nistpubs/jres/102/3/j23nbr.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f7/67/f767cdeb951c7998cbc5c0394c693de905d5ef50.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6028/jres.102.028"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Implementation of Fog computing for reliable E-health applications

Razvan Craciunescu, Albena Mihovska, Mihail Mihaylov, Sofoklis Kyriazakos, Ramjee Prasad, Simona Halunga
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/gblbysivz5eqvkfxgh5ofd3xeq" style="color: black;">2015 49th Asilomar Conference on Signals, Systems and Computers</a> </i> &nbsp;
Finally, we will provide 'structured' CS algorithms for the joint estimation scheme and evaluate its performance.  ...  We will mathematically analyze the system accordingly and provide expressions for the capture probabilities of the underlying sparse multiuser detector.  ...  We consider three cases: (1) the waveform is unit rank, (2) the waveform for each transmission is randomly chosen from a P orthogonal waveform ensemble, and (3) that the waveform is an unknown linear combination  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/acssc.2015.7421170">doi:10.1109/acssc.2015.7421170</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/acssc/CraciunescuMMKP15.html">dblp:conf/acssc/CraciunescuMMKP15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qm6mki5z6bcvrfimkmqjyrxaxm">fatcat:qm6mki5z6bcvrfimkmqjyrxaxm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722022934/http://www.asilomarsscconf.org/webpage/asil15/Asilomar%202015%20Book%20of%20Abstracts%20v005.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/05/b4/05b401a85f442342c9d626b28995a8a02b382a99.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/acssc.2015.7421170"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Architectures and Synchronization Techniques for Distributed Satellite Systems: A Survey [article]

Liz Martinez Marrero, Juan C. Merlano Duncan, Jorge Querol, Sumit Kumar, Jevgenij Krivochiza, Shree Krishna Sharma, Symeon Chatzinotas, Adriano Camps, Bjorn Otterstern
<span title="2022-03-16">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Thus, the development of precise, robust, and resource-efficient synchronization techniques is essential for the advancement of future CDSS.  ...  Cohesive Distributed Satellite Systems (CDSS) is a key enabling technology for the future of remote sensing and communication missions.  ...  time by allowing the fine acquisitions for both downlink and uplink and learning the temporal trend of the signal.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.08698v1">arXiv:2203.08698v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rjcmtyoz3bg63dnegxz5tkgkpu">fatcat:rjcmtyoz3bg63dnegxz5tkgkpu</a> </span>
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Architectures and Synchronization Techniques for Distributed Satellite Systems: A Survey

Liz Martinez Marrero, Juan C. Merlano Duncan, Jorge Querol, Sumit Kumar, Jevgenij Krivochiza, Shree Krishna Sharma, Symeon Chatzinotas, Adriano Camps, Bjorn Ottersten
<span title="">2022</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Thus, the development of precise, robust, and resource-efficient synchronization techniques is essential for the advancement of future CDSSs.  ...  The survey also provides a discussion on emerging data-driven synchronization techniques based on Machine Learning (ML).  ...  ACKNOWLEDGMENT For the purpose of open access, the author has applied a Creative Commons Attribution 4.0 International (CCBY4.0) license to any Author Accepted Manuscript version arising from this submission  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3169499">doi:10.1109/access.2022.3169499</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r5b4uwhkszhrtp22jiv3gwdroy">fatcat:r5b4uwhkszhrtp22jiv3gwdroy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220517190257/https://ieeexplore.ieee.org/ielx7/6287639/9668973/09761868.pdf?tp=&amp;arnumber=9761868&amp;isnumber=9668973&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/54/35/54350ca4a06fa6fd58fcd1fe2a94a83a1e1bd5c0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3169499"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>
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