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Reconfigurable Intelligent Surfaces for Wireless Communications: Principles, Challenges, and Opportunities
ElMossallamy, Mohamed A., Zhang, Hongliang, Song, Lingyang, Seddik, Karim G., Han, Zhu, Li, Geoffrey Ye
Published in IEEE transactions on cognitive communications and networking (01.09.2020)
Published in IEEE transactions on cognitive communications and networking (01.09.2020)
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An Introduction to Deep Learning for the Physical Layer
O'Shea, Timothy, Hoydis, Jakob
Published in IEEE transactions on cognitive communications and networking (01.12.2017)
Published in IEEE transactions on cognitive communications and networking (01.12.2017)
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Deep Joint Source-Channel Coding for Wireless Image Transmission
Bourtsoulatze, Eirina, Burth Kurka, David, Gunduz, Deniz
Published in IEEE transactions on cognitive communications and networking (01.09.2019)
Published in IEEE transactions on cognitive communications and networking (01.09.2019)
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Contour Stella Image and Deep Learning for Signal Recognition in the Physical Layer
Lin, Yun, Tu, Ya, Dou, Zheng, Chen, Lei, Mao, Shiwen
Published in IEEE transactions on cognitive communications and networking (01.03.2021)
Published in IEEE transactions on cognitive communications and networking (01.03.2021)
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Multi-Agent Deep Reinforcement Learning-Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
Wang, Liang, Wang, Kezhi, Pan, Cunhua, Xu, Wei, Aslam, Nauman, Hanzo, Lajos
Published in IEEE transactions on cognitive communications and networking (01.03.2021)
Published in IEEE transactions on cognitive communications and networking (01.03.2021)
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Deep Learning Models for Wireless Signal Classification With Distributed Low-Cost Spectrum Sensors
Rajendran, Sreeraj, Meert, Wannes, Giustiniano, Domenico, Lenders, Vincent, Pollin, Sofie
Published in IEEE transactions on cognitive communications and networking (01.09.2018)
Published in IEEE transactions on cognitive communications and networking (01.09.2018)
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Delay-Aware and Energy-Efficient Computation Offloading in Mobile-Edge Computing Using Deep Reinforcement Learning
Ale, Laha, Zhang, Ning, Fang, Xiaojie, Chen, Xianfu, Wu, Shaohua, Li, Longzhuang
Published in IEEE transactions on cognitive communications and networking (01.09.2021)
Published in IEEE transactions on cognitive communications and networking (01.09.2021)
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Fast-Convergent Federated Learning With Adaptive Weighting
Wu, Hongda, Wang, Ping
Published in IEEE transactions on cognitive communications and networking (01.12.2021)
Published in IEEE transactions on cognitive communications and networking (01.12.2021)
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A Very Brief Introduction to Machine Learning With Applications to Communication Systems
Simeone, Osvaldo
Published in IEEE transactions on cognitive communications and networking (01.12.2018)
Published in IEEE transactions on cognitive communications and networking (01.12.2018)
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OFDM-Guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels
Yang, Mingyu, Bian, Chenghong, Kim, Hun-Seok
Published in IEEE transactions on cognitive communications and networking (01.06.2022)
Published in IEEE transactions on cognitive communications and networking (01.06.2022)
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Beyond Cell-Free MIMO: Energy Efficient Reconfigurable Intelligent Surface Aided Cell-Free MIMO Communications
Zhang, Yutong, Di, Boya, Zhang, Hongliang, Lin, Jinlong, Xu, Chenren, Zhang, Daqing, Li, Yonghui, Song, Lingyang
Published in IEEE transactions on cognitive communications and networking (01.06.2021)
Published in IEEE transactions on cognitive communications and networking (01.06.2021)
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Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks
Li, Mushu, Gao, Jie, Zhao, Lian, Shen, Xuemin
Published in IEEE transactions on cognitive communications and networking (01.12.2020)
Published in IEEE transactions on cognitive communications and networking (01.12.2020)
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Radar-Communications Convergence: Coexistence, Cooperation, and Co-Design
Chiriyath, Alex R., Paul, Bryan, Bliss, Daniel W.
Published in IEEE transactions on cognitive communications and networking (01.03.2017)
Published in IEEE transactions on cognitive communications and networking (01.03.2017)
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Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing
Xu, Jie, Chen, Lixing, Ren, Shaolei
Published in IEEE transactions on cognitive communications and networking (01.09.2017)
Published in IEEE transactions on cognitive communications and networking (01.09.2017)
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Deep Learning for Launching and Mitigating Wireless Jamming Attacks
Erpek, Tugba, Sagduyu, Yalin E., Shi, Yi
Published in IEEE transactions on cognitive communications and networking (01.03.2019)
Published in IEEE transactions on cognitive communications and networking (01.03.2019)
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