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Wireless for Control: Over-the-Air Controller [article]

Pangun Park, Piergiuseppe Di Marco, Carlo Fischione
<span title="2021-05-27">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Such over-the-air controller essentially adopts the over-the-air computation concept to compute the control signal for closed-loop wireless control systems.  ...  In contrast to the state-of-the-art sensor-to-controller and controller-to-actuator communication approach, the over-the-air controller exploits the superposition properties of multiple-access wireless  ...  Fig. 1 : Over-the-air controller for closed-loop wireless control systems. h 2 h N x 1 x 2 x N Actuator (A, b) Plant n β 1 β 2 β N α u air τ air A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.13503v1">arXiv:2105.13503v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/puevorhvrzfbdaurgr6bsvde6q">fatcat:puevorhvrzfbdaurgr6bsvde6q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210601220336/https://arxiv.org/pdf/2105.13503v1.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/72/59/7259bc066f22694af6f2cc82eddf52e27b37ab33.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2105.13503v1" 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>

Gradient Statistics Aware Power Control for Over-the-Air Federated Learning [article]

Naifu Zhang, Meixia Tao
<span title="2020-11-25">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper studies the power control problem for over-the-air FL by taking gradient statistics into account.  ...  By exploiting the superposition nature of wireless waveforms, over-the-air computation (AirComp) can accelerate model aggregation and hence facilitate communication-efficient FL.  ...  CONCLUSION This work studied the power control optimization problem for the over-the-air federated learning over fading channels by taking the gradient statistics into account.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.02089v3">arXiv:2003.02089v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zxtxsjac7fchtkc2rcjaektdpa">fatcat:zxtxsjac7fchtkc2rcjaektdpa</a> </span>
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Optimized Power Control Design for Over-the-Air Federated Edge Learning [article]

Xiaowen Cao, Guangxu Zhu, Jie Xu, Zhiqin Wang, Shuguang Cui
<span title="2021-11-09">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper investigates the transmission power control in over-the-air federated edge learning (Air-FEEL) system.  ...  Different from conventional power control designs (e.g., to minimize the individual mean squared error (MSE) of the over-the-air aggregation at each round), we consider a new power control design aiming  ...  To tackle this issue, one promising solution called over-the-air FEEL (Air-FEEL) has been proposed (see, e.g., [11] ), which exploits the over-the-air computation (AirComp) technique for "oneshot" aggregation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.09316v3">arXiv:2106.09316v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/odlsxcvyancrrna6cjiesbjcuu">fatcat:odlsxcvyancrrna6cjiesbjcuu</a> </span>
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Optimized Power Control for Over-the-Air Computation in Fading Channels [article]

Xiaowen Cao and Guangxu Zhu and Jie Xu and Kaibin Huang
<span title="2020-07-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we study the power control problem for Over-the-air computation (AirComp) over fading channels.  ...  , while those for other devices (with sufficient power budgets) reduce to channel-inversion power control over all fading states.  ...  A technology called over-the-air computation (AirComp) has recently emerged as a promising multi-access scheme for such fast wireless data aggregation (WDA), especially in ultra-lowlatency and high-mobility  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1906.06858v2">arXiv:1906.06858v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/75bqmqdntbfrfcfndinoy7664q">fatcat:75bqmqdntbfrfcfndinoy7664q</a> </span>
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Optimized Power Control for Over-the-Air Federated Edge Learning [article]

Xiaowen Cao, Guangxu Zhu, Jie Xu, Shuguang Cui
<span title="2020-11-11">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Over-the-air federated edge learning (Air-FEEL) is a communication-efficient solution for privacy-preserving distributed learning over wireless networks.  ...  To overcome this issue, we investigate the power control optimization for enhancing the learning performance of Air-FEEL.  ...  multiple access by many devices over wireless links.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2011.05587v1">arXiv:2011.05587v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mly67orqyre7tfxjte3ihzbypq">fatcat:mly67orqyre7tfxjte3ihzbypq</a> </span>
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Transmission Power Control for Over-the-Air Federated Averaging at Network Edge [article]

Xiaowen Cao and Guangxu Zhu and Jie Xu and Shuguang Cui
<span title="2021-11-11">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We investigate the transmission power control to combat against the AirComp aggregation errors for enhancing the training accuracy and accelerating the training speed of Air-FedAvg.  ...  Over-the-air computation (AirComp) has emerged as a new analog power-domain non-orthogonal multiple access (NOMA) technique for low-latency model/gradient-updates aggregation in federated edge learning  ...  transmission power control policies to reduce the computation distortion over wireless transmission.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05719v2">arXiv:2111.05719v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vmq2poo67fdvzfcnvzhfoe6ttm">fatcat:vmq2poo67fdvzfcnvzhfoe6ttm</a> </span>
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Over-the-Air Federated Learning with Joint Adaptive Computation and Power Control [article]

Haibo Yang, Peiwen Qiu, Jia Liu, Aylin Yener
<span title="2022-05-12">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper considers over-the-air federated learning (OTA-FL). OTA-FL exploits the superposition property of the wireless medium, and performs model aggregation over the air for free.  ...  Then, by introducing an adaptive transceiver power scaling scheme, we propose an over-the-air federated learning algorithm with joint adaptive computation and power control (ACPC-OTA-FL).  ...  RELATED WORK OTA-FL utilizes over-the-air computation through analog transmission in wireless MAC [5] , [6] , [8] - [13] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.05867v1">arXiv:2205.05867v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fntbccqsxjh6bms3rn2xpenvqi">fatcat:fntbccqsxjh6bms3rn2xpenvqi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220514214317/https://arxiv.org/pdf/2205.05867v1.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/93/d9/93d955265f0698205a8e83b583bd5f7eba659b92.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2205.05867v1" 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>

Wirelessly Powered Data Aggregation for IoT via Over-the-Air Functional Computation: Beamforming and Power Control [article]

Xiaoyang Li, Guangxu Zhu, Yi Gong, Kaibin Huang
<span title="2018-08-14">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Over-the-air (functional) computation (AirComp) has emerged to be a promising solution that merges computing and communication by exploiting analogwave addition in the air.  ...  To derive a practical solution, we recast the non-convex joint optimization problem into the equivalent outer and inner sub-problems for (inner) wireless power control and energy beamforming, and (outer  ...  As mentioned, wireless power control provides an additional design dimension for reducing the AirComp error.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1808.04616v1">arXiv:1808.04616v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s4cvcxunszfl7mq3scoa5kkkvi">fatcat:s4cvcxunszfl7mq3scoa5kkkvi</a> </span>
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Wireless Fuzzy Controller for Drip Irrigation

Dr. Ali Hamouda, Dr. Taj Eldain A.G, Dr. Dia Zayan, Hassan CHaib
<span title="2017-01-30">2017</span> <i title="Tejass Publisheers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ezm4lr6uezhi5pfgr6xkdexmgy" style="color: black;">IJARCCE</a> </i> &nbsp;
The data from plant farms transmitted to control room by wireless networks in which temperature and soil moisture sensors and water level can be monitored and controlled.  ...  used for detecting water level in tank the level gauge interfaced by electronic circuit worked as signal conditioner circuit the water from tanks controlled by solenoid valve which actuated by relay circuit  ...  for wireless networks sensor the ZigBee protocols are used.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2017.6118">doi:10.17148/ijarcce.2017.6118</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qwrfhhm4yfhfzo2fzuqvdbmvoi">fatcat:qwrfhhm4yfhfzo2fzuqvdbmvoi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602083429/https://ijarcce.com/upload/2017/january-17/IJARCCE%2018.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/43/18/43181461cde3ceac3f40e0eb95b67675404e6f85.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17148/ijarcce.2017.6118"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Wireless Speed Control for Induction Motor

<span title="2021-06-29">2021</span> <i title="Centre for Research on Islamic Banking and Finance and Business"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oigi6wwksvg5tijyzhsbbdfyai" style="color: black;">American International Journal of Sciences and Engineering Research</a> </i> &nbsp;
The design of a wireless speed control system for these motors is therefore necessary.  ...  The precise goal of this study is to create a wireless-based speed control system for an induction motor and to evaluate the finished product.  ...  Wireless Speed Control  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.46545/aijser.v3i1.321">doi:10.46545/aijser.v3i1.321</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5dcbyqpz3rfinif77i27beih2m">fatcat:5dcbyqpz3rfinif77i27beih2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716162113/https://www.acseusa.org/journal/index.php/aijser/article/download/321/270" 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/8a/12/8a12ed8ec564ce6ab47be22e40a26bbe3084acc8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.46545/aijser.v3i1.321"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Wireless Sensing for Active Noise Control

L. Sujbert
<span title="">2006</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ty4bks6xl5d3dpwh5w7jsxwkka" style="color: black;">Instrumentation and Measurement Technology Conference (IMTC), Proceedings, IEEE</a> </i> &nbsp;
The system realizes active noise control (ANC) for the suppression of periodic acoustic disturbances.  ...  A PLL-like mechanism takes care of the synchronization, while linear interpolation fits the wireless measurement data for processing in the signal processor.  ...  ACKNOWLEDGMENT This work was partly supported by the Hungarian Fund for Scientific Research under Grants OTKA TS 049743.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/imtc.2006.235814">doi:10.1109/imtc.2006.235814</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xvee2idfyzhwnfkdxz5755d554">fatcat:xvee2idfyzhwnfkdxz5755d554</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808231925/http://home.mit.bme.hu/~orosz/Pubs/imtc06.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/bc/59/bc5916949e6fd5f42daf2c60a5aca1f8a4606f01.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/imtc.2006.235814"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Application framework for wireless sensor networks

Amro Qandour, Daryoush Habibi, Iftekhar Ahmad
<span title="">2012</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/eyh2g3h6urgn5ksaf3sv6mbu7e" style="color: black;">Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control</a> </i> &nbsp;
Connectionless upgrades: We have integrated over the air programming capabilities for local (on-site) and external (remote) WSNs.  ...  These methods are based on WSN-over-IP which can be applied to improve user control of WSNs, and access to data from remote locations. accessories for each individual device. 3.  ...  Here are some common error messages and tips for troubleshooting these encounters: 1. PROGRAM RECEIVED ERROR: (a) Initialize the SD card in the setup() loop of the OTA program and try again.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icnsc.2012.6204927">doi:10.1109/icnsc.2012.6204927</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icnsc/QandourHA12b.html">dblp:conf/icnsc/QandourHA12b</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q4txo5micncjbelox3ragzopx4">fatcat:q4txo5micncjbelox3ragzopx4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429171656/https://ro.ecu.edu.au/cgi/viewcontent.cgi?article=1472&amp;context=theses" 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/57/65/576520fc16079d206d35512b0ac224f5dde801fd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icnsc.2012.6204927"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Wireless Remote Control for Underwater Vehicles

Filippo Campagnaro, Alberto Signori, Michele Zorzi
<span title="2020-09-24">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zxbcd6icyvawjnotp3d7oyl6sm" style="color: black;">Journal of Marine Science and Engineering</a> </i> &nbsp;
current state-of-the-art of communication technologies and then proposing the list of application streams needed for control of the underwater vehicle, grouping them in different working modes according  ...  In addition, these new developments inspired many companies to start designing hybrid wireless-driven underwater vehicles specifically tailored for off-shore operations and that are able to behave either  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/jmse8100736">doi:10.3390/jmse8100736</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o4rwhe5cfzdv3mhh5or2jibkgu">fatcat:o4rwhe5cfzdv3mhh5or2jibkgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201013020839/https://res.mdpi.com/d_attachment/jmse/jmse-08-00736/article_deploy/jmse-08-00736.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/75/6c/756c04156b05cf1db3d3ed8d36e77edeba56ad50.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/jmse8100736"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Controlled Interference Generation for Wireless Coexistence Research

Anwar Hithnawi, Vaibhav Kulkarni, Su Li, Hossein Shafagh
<span title="">2015</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6ic3uq2bh5ezhkpheq3qkakozy" style="color: black;">Proceedings of the 2015 Workshop on Software Radio Implementation Forum - SRIF &#39;15</a> </i> &nbsp;
In this paper, we present a Controlled Interference Generator (CIG) framework for wireless networks.  ...  Consequently, there is a strong need for understanding and debugging the performance of existing wireless protocols and systems under various patterns of interference.  ...  For the Philips baby monitor, we observe the average packet on-air time to be 2.2 ms with a hopping rate of 450 hops/s.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2801676.2801682">doi:10.1145/2801676.2801682</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mobicom/HithnawiKLS15.html">dblp:conf/mobicom/HithnawiKLS15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tdvyh3md4fberblbhqgw4klf3i">fatcat:tdvyh3md4fberblbhqgw4klf3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20150908112036/http://www.vs.inf.ethz.ch:80/publ/papers/hanwar_SRIF15_CIG.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/b9/d9/b9d99008836454e62f687b628a31588be5bbcb78.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2801676.2801682"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Topology control for wireless sensor networks

Jianping Pan, Y. Thomas Hou, Lin Cai, Yi Shi, Sherman X. Shen
<span title="">2003</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6ic3uq2bh5ezhkpheq3qkakozy" style="color: black;">Proceedings of the 9th annual international conference on Mobile computing and networking - MobiCom &#39;03</a> </i> &nbsp;
In this paper, we focus on the topology control process for ANs and BSs, which constitute the upper tier of a two-tiered WSN.  ...  The experimental performance evaluation demonstrates the efficacy of topology control as a vital process to maximize the network lifetime of WSNs.  ...  We also want to thank the anonymous reviewers for their comments and suggestions for improving this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/938985.939015">doi:10.1145/938985.939015</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mobicom/PanHCSS03.html">dblp:conf/mobicom/PanHCSS03</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jl2btsd65jaqzhgpmb75w6nuim">fatcat:jl2btsd65jaqzhgpmb75w6nuim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808205527/http://www.ece.uvic.ca/%7Ecai/mobicom03.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/94/ca/94cafc4b4cbab192e8d8a9c47767a73c2267637c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/938985.939015"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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