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Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks
Intelligent reflecting surface (IRS) has been recently employed to resha...
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Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
Intelligent reflecting surface (IRS) is a promising technology to assist...
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Optimized Energy and Information Relaying in Self-Sustainable IRS-Empowered WPCN
This paper proposes a hybrid-relaying scheme empowered by a self-sustain...
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Deep Reinforcement Learning for Backscatter-Aided Data Offloading in Mobile Edge Computing
Wireless network optimization has been becoming very challenging as the ...
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Capitalizing Backscatter-Aided Hybrid Relay Communications with Wireless Energy Harvesting
In this work, we employ multiple energy harvesting relays to assist info...
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IRS-based Wireless Jamming Attacks: When Jammers can Attack without Power
This paper introduces a new type of wireless jamming attack, called IRS ...
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"Borrowing Arrows with Thatched Boats": The Art of Defeating Reactive Jammers in IoT Networks
In this article, we introduce a novel deception strategy which is inspir...
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Towards Smart Radio Environment for Wireless Communications via Intelligent Reflecting Surfaces: A Comprehensive Survey
This paper presents a comprehensive literature review on applications an...
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Robust Transmissions in Wireless Powered Multi-Relay Networks with Chance Interference Constraints
In this paper, we consider a wireless powered multi-relay network in whi...
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Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
This paper presents a comprehensive literature review on applications of...
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