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Editorial: Simulation Tools and Techniques for Communications and Networking

Dingde Jiang, Houbing Song, Haijun Rong, Huihui Wang
<span title="2021-04-13">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3esrazljvacznpncbsypxcxwy" style="color: black;">Journal on spesial topics in mobile networks and applications</a> </i> &nbsp;
As an important part of the future network, the satellite communication network gets more attention.  ...  The first article, "An AI-based Adaptive Cognitive Modeling and Measurement Method of Network Traffic for EIS", proposed an AI-based lightweight adaptive measurement method (ALAMM) for SDN to reduce the  ...  Imrich Chlamtac for his supportive guidance during the entire process. The special issue is sponsored by the National Natural Science  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11036-021-01746-0">doi:10.1007/s11036-021-01746-0</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jbdqgxwslrgxhohjlwynhpnhmu">fatcat:jbdqgxwslrgxhohjlwynhpnhmu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718073143/https://link.springer.com/content/pdf/10.1007/s11036-021-01746-0.pdf?error=cookies_not_supported&amp;code=a7c75fd6-1472-4c3e-babd-36dc92b6abbc" 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/1a/45/1a4513cb680c0fce0fa93f1d7fc91a7c8e20f872.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11036-021-01746-0"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Wireless access to the global Internet: mobile radio networks and satellite systems

Franco Davoli, Erina Ferro, Hussein Mouftah
<span title="">2003</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ed6ywhwotraqjcl43agdxj4jeq" style="color: black;">International Journal of Communication Systems</a> </i> &nbsp;
In order to provide an accurate description of the traffic sources, to be used by the bandwidth allocator, a flexible traffic burstiness predictor, based on neural network approximating functions, is developed  ...  The authors consider Mobile IP over ATM in this context, and provide a new routing scheme that aims at improving the system's QoS performance from the points of view of handoff and new call admission rates  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/dac.576">doi:10.1002/dac.576</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ep5auqufxvbgjbhwwqwxrhsbta">fatcat:ep5auqufxvbgjbhwwqwxrhsbta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829152613/http://zeus.ws.dei.polimi.it/is-manet/Documenti/pap-cnit-1.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/9e/2b/9e2bb4f1c44a8d1fd8364c2115f26f21432d849c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/dac.576"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Deep Reinforcement Learning-Based Long Short-Term Memory for Satellite IoT Channel Allocation

S. Lakshmi Durga, Ch. Rajeshwari, Khalid Hamed Allehaibi, Nishu Gupta, Nasser Nammas Albaqami, Isha Bharti, Ahmad Hoirul Basori
<span title="">2022</span> <i title="Computers, Materials and Continua (Tech Science Press)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a6m5ovtnq5h6bb2dcb357moo4a" style="color: black;">Intelligent Automation and Soft Computing</a> </i> &nbsp;
We name this model as DRL-LSTM scheme. Depending on the pool of resources available to the satellite, a channel allocation method based on the user density in each beam is designed.  ...  In this paper, long short-term memory (LSTM) neural network has been implemented for efficient allocation of channels with the help of deep reinforcement learning (DRL) model.  ...  Algorithm of LSTM working is shown in Tab. 3. Evaluation Results and Discussion Extensive evaluation is carried out to evaluate the performance of the proposed DRL-LSTM scheme.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32604/iasc.2022.022536">doi:10.32604/iasc.2022.022536</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/orsbnjgf4fasxcgvicupvcq5tm">fatcat:orsbnjgf4fasxcgvicupvcq5tm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220302105923/https://www.techscience.com/ueditor/files/iasc/TSP_IASC-33-1/TSP_IASC_22536/TSP_IASC_22536.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/15/7c/157c7aba69ce4676ce01702b9a0b31cb97809813.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.32604/iasc.2022.022536"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A dynamic bandwidth resource allocation based on neural networks in euroskyway multimedia satellite system

P. Camarda, M. Castellano, G. Piscitelli, D. Striccoli, G. Tomasicchio
<span title="">2003</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ed6ywhwotraqjcl43agdxj4jeq" style="color: black;">International Journal of Communication Systems</a> </i> &nbsp;
In this paper a flexible traffic burstiness predictor for dynamic bandwidth resource allocation based on neural network is presented.  ...  Advanced traffic management based on the Dynamic Resource Assignment allows a broadband satellite system such as EuroSkyWay (ESW) to dynamically assign the resources of connections.  ...  EuroSkyWay (ESW) is a geostationary satellite network, with regenerative payload based on a circuit-switching scheme [2] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/dac.578">doi:10.1002/dac.578</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sngepiw6vbagrmyb5ccyskpi2y">fatcat:sngepiw6vbagrmyb5ccyskpi2y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810024026/http://telematics.poliba.it/publications/2003/CCPST03/CCPST03.pdf?origin=publication_detail" 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/05/69/056917bbd7e9b1250774e50cde267d88199682d5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/dac.578"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Guest editorial analysis and synthesis of MAC protocols

L. Lenzini, J.O. Limb, W.W. Lu, I. Rubin, M. Zukerman
<span title="">2000</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/onirm7ye2bfobnpwuwaopap5yu" style="color: black;">IEEE Journal on Selected Areas in Communications</a> </i> &nbsp;
His current research interests include integrated service networks, the design and performance evaluation of both LAN/MAN MAC protocols and packet-based radio access mechanisms for third generation mobile  ...  He is author or coauthor of numerous publications in these fields. He is currently on the Editorial Board of Computer Networks and ISDN Systems and a Member of IEEE Communications Society.  ...  and study the performance of a new random reservation TDMA scheme.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jsac.2000.872945">doi:10.1109/jsac.2000.872945</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tjep24beabaehi57jjwrfuqajm">fatcat:tjep24beabaehi57jjwrfuqajm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180725110812/https://ieeexplore.ieee.org/ielx5/49/18893/00872945.pdf?tp=&amp;arnumber=872945&amp;isnumber=18893" 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/c7/7d/c77db778ff58195014f9be660ec4c0d36cd75d4f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jsac.2000.872945"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Machine Learning for Radio Resource Management in Multibeam GEO Satellite Systems

Flor G. Ortiz-Gomez, Lei Lei, Eva Lagunas, Ramon Martinez, Daniele Tarchi, Jorge Querol, Miguel A. Salas-Natera, Symeon Chatzinotas
<span title="2022-03-23">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
Satellite communications (SatComs) systems are facing a massive increase in traffic demand.  ...  In this paper, we discuss the architecture, implementation and applications of Machine Learning (ML) for resource management in multibeam GEO satellite systems.  ...  Recurrent Neural Networks (RNN) for traffic congestion prediction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics11070992">doi:10.3390/electronics11070992</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zf2i2cykorff5dmvxap2llh7em">fatcat:zf2i2cykorff5dmvxap2llh7em</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220501131000/https://mdpi-res.com/d_attachment/electronics/electronics-11-00992/article_deploy/electronics-11-00992-v2.pdf?version=1648175323" 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/f6/96/f69614398ba5ef37594c8bced217ecfd6de5ce18.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics11070992"> <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>

Paper Titles

<span title="">2019</span> <i title="IEEE"> MILCOM 2019 - 2019 IEEE Military Communications Conference (MILCOM) </i> &nbsp;
P4-based Hybrid Error Control Booster Providing New Design Tradeoffs in Wireless Network Performance Evaluation of Transport Protocols in Tactical Network Environments Phase Noise, SATCOM and MIL-STD  ...  Multiple Machine Learning Algorithms Comparison for Modulation Type Classification for Efficient Cognitive Radio On A Method to Evaluate Satellite Link Performance to Optimize Power On Reliability of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/milcom47813.2019.9020754">doi:10.1109/milcom47813.2019.9020754</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xqj3wymtanex3kyio6fc6pzqnm">fatcat:xqj3wymtanex3kyio6fc6pzqnm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107070334/https://ieeexplore.ieee.org/ielx7/8993674/9020712/09020754.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/d3/7a/d37acd9edd5ab2e7375540dbd9e299e200799609.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/milcom47813.2019.9020754"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Cooperative Multi-Agent Deep Reinforcement Learning for Resource Management in Full Flexible VHTS Systems

Flor G. Ortiz-Gomez, Daniele Tarchi, Ramon Martinez, Alessandro Vanelli-Coralli, Miguel A. Salas-Natera, Salvador Landeros-Ayala
<span title="">2021</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pbsmqg7vbja47kndvhyxkawoie" style="color: black;">IEEE Transactions on Cognitive Communications and Networking</a> </i> &nbsp;
Very high throughput satellite (VHTS) systems are expected to have a huge increase in traffic demand in the near future.  ...  This problem is addressed by using flexible payload architectures, which allow the allocation of payload resources flexibly to meet the traffic demand of each beam, leading to dynamic resource management  ...  Performance evaluation QL and DRL algorithms performance for a CMA distribution was evaluated on simulated traffic demand required in the service area for 24 hours, assuming a fixed normalized training  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tccn.2021.3087586">doi:10.1109/tccn.2021.3087586</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3emjkxc2ojb7jpmoddpawqtl5m">fatcat:3emjkxc2ojb7jpmoddpawqtl5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717184959/https://ieeexplore.ieee.org/ielx7/6687307/7294639/09448341.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/e4/92/e4923603a7076309619787f5ae418bdd1714daf1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tccn.2021.3087586"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Machine-Learning-Enabled Intrusion Detection System for Cellular Connected UAV Networks

Rakesh Shrestha, Atefeh Omidkar, Sajjad Ahmadi Roudi, Robert Abbas, Shiho Kim
<span title="2021-06-26">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
In this paper, we propose a UAV- and satellite-based 5G-network security model that can harness machine learning to effectively detect of vulnerabilities and cyberattacks.  ...  The solution is divided into two main parts: the model creation for intrusion detection using various machine learning (ML) algorithms and the implementation of ML-based model into terrestrial or satellite  ...  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/electronics10131549">doi:10.3390/electronics10131549</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dvketx5bwzdgbgcjsf4zo6k4ya">fatcat:dvketx5bwzdgbgcjsf4zo6k4ya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717140214/https://res.mdpi.com/d_attachment/electronics/electronics-10-01549/article_deploy/electronics-10-01549-v2.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/d3/5a/d35a029a66e43aa7f150dfcf5090e573d1a3587c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics10131549"> <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>

Guest Editorial Introduction to the Special Issue on Adaptive Learning Systems in Communication Networks

A.G. Parlos, C. Ji, T. Parisini, M. Baglietto, A.F. Atiya, K. Claffy
<span title="">2005</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/22mhkeaq5zdqlmtti5oidj26fi" style="color: black;">IEEE Transactions on Neural Networks</a> </i> &nbsp;
Freeman and Yin present a new method for content management and knowledge discovery using a topology-preserving neural network.  ...  The paper by Baglietto, et al. considers the problem of resource allocation for a satellite network, where variations of fading conditions are added to those of traffic load.  ...  Parlos is currently a member of the editorial board of the IEEE TRANSACTIONS ON NEURAL NETWORKS. He is also the recipient of multiple awards and honors.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tnn.2005.857081">doi:10.1109/tnn.2005.857081</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sqfcf2ygnbdrrmxz5a5yuehmge">fatcat:sqfcf2ygnbdrrmxz5a5yuehmge</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20070824052340/http://users.ece.gatech.edu/~jic/nn-editorial.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/59/fe/59feba24e2ceb42e261e16e3e9bede05bf393d8a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tnn.2005.857081"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Traffic management of a satellite communication network using stochastic optimization

N. Ansari, A. Arulambalam, S. Balasekar
<span title="">1996</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/22mhkeaq5zdqlmtti5oidj26fi" style="color: black;">IEEE Transactions on Neural Networks</a> </i> &nbsp;
In this work a traffic management scheme is proposed to improve the efficiency of a circuit switched satellite communication network of geostationary orbital type.  ...  Two neural networkbased techniques, which are used in the management scheme, are explained in Traffic Management Scheme The objective here is to design a network such that the overall block rate of  ...  Using the mean field annealing algorithm the network is simulated and the simulation results for various cases are presented in the next chapter.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/72.501729">doi:10.1109/72.501729</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/18263468">pmid:18263468</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6oh6nee4m5eivovrgb5yrjbsiq">fatcat:6oh6nee4m5eivovrgb5yrjbsiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709144852/https://digitalcommons.njit.edu/cgi/viewcontent.cgi?article=2745&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/39/0c/390cbb41abe123646afb103c3cf8d4550951bdce.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/72.501729"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Load Balancing and QoS Provisioning Based on Congestion Prediction for GEO/LEO Hybrid Satellite Networks

Hiroki Nishiyama, Daigo Kudoh, Nei Kato, Naoto Kadowaki
<span title="">2011</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yfvtieuumfamvmjlc255uckdlm" style="color: black;">Proceedings of the IEEE</a> </i> &nbsp;
the MEO satellites are just used for network management tasks such as route controlling.  ...  This provides an opportunity to improve the satellites system performance and create the potential for their new usages.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jproc.2011.2157885">doi:10.1109/jproc.2011.2157885</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/c4cam6f5mnbszfnyr2ce2humea">fatcat:c4cam6f5mnbszfnyr2ce2humea</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190717014924/http://www.it.is.tohoku.ac.jp:80/pdf-nopass/journal-papers/art-poi-2011-nishiyama.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/e8/ad/e8ad439c396fb9fb2bd5e1a401a2dd899be9e014.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/jproc.2011.2157885"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Convolutional Neural Networks for Flexible Payload Management in VHTS Systems

Flor G. Ortiz-Gomez, Daniele Tarchi, Ramon Martinez, Alessandro Vanelli-Coralli, Miguel A. Salas-Natera, Salvador Landeros-Ayala
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hgg5pl76svbjtlbsafmrhnm24i" style="color: black;">IEEE Systems Journal</a> </i> &nbsp;
Very high throughput satellite (VHTS) systems are expected to have a large increase in traffic demand in the near future.  ...  However, DRM adds significant complexity to the VHTS systems, which is why in this article, we are analyzing the use of convolutional neural networks (CNNs) to manage the resources available in flexible  ...  In this regard, a new method for satellite rapid positioning using neural network based beam scanning is proposed in [21] .  ... 
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6G Enabled Unmanned Aerial Vehicle Traffic Management: A Perspective

Rakesh Shrestha, Rojeena Bajracharya, Shiho Kim
<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;
Thus, in this study, we present a future perspective of 6G-enabled UTM ecosystems in a very dense and urban air-traffic scenario focusing on non-terrestrial features, including aerial and satellite communication  ...  Unmanned aerial vehicles (UAVs) and UAV traffic management (UTM) have drawn attention for applications such as parcel delivery, aerial mapping, agriculture, and surveillance based on line-of-sight (LoS  ...  They evaluated their scheme by simulating 5 to 25 number of UAVs with a maximum of 20 BSs.  ... 
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Author Index

<span title="">2019</span> <i title="IEEE"> 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) </i> &nbsp;
102 A New Transparent Planar Reflector Antennas for Satellite DTV Applications Yu-Xuan Li 114 A semi-supervised learning model based on convolutional autoencoder and convolutional neural network for image  ...  Their Field Evaluation Results 136 A Differential Multiple Single Carrier Modulation Scheme for Underwater Acoustic Communications and Its Actual Evaluation Results Yuki Kubota 52 Proposal of BSS method  ...  Wu Heterogeneous Industrial loT Integration for Manufacturing Production Chia-Lin Wu Searching ROI for Object Detection based on CNN Hung-YiWu Comparison of Face Recognit ion Loss Funct ions  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ispacs48206.2019.8986344">doi:10.1109/ispacs48206.2019.8986344</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tyfkzg6wt5fr3m3ngmh2vdxsea">fatcat:tyfkzg6wt5fr3m3ngmh2vdxsea</a> </span>
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