Shimin Gong | DeepAI

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∙ 09/16/2023

Multiagent Reinforcement Learning with an Attention Mechanism for Improving Energy Efficiency in LoRa Networks

Long Range (LoRa) wireless technology, characterized by low power consum...

0 Xu Zhang, et al. ∙

∙ 08/21/2023

Federated Learning Robust to Byzantine Attacks: Achieving Zero Optimality Gap

In this paper, we propose a robust aggregation method for federated lear...

0 Shiyuan Zuo, et al. ∙

∙ 08/04/2023

Countering Eavesdroppers with Meta-learning-based Cooperative Ambient Backscatter Communications

This article introduces a novel lightweight framework using ambient back...

0 Nam H. Chu, et al. ∙

∙ 04/05/2023

Robust Secure Transmission for Active RIS Enabled Symbiotic Radio Multicast Communications

In this paper, we propose a robust secure transmission scheme for an act...

0 Bin Lyu, et al. ∙

∙ 12/27/2022

Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks

In this paper, we focus on a wireless-powered sensor network coordinated...

0 Shimin Gong, et al. ∙

∙ 08/29/2020

Optimization-driven Machine Learning for Intelligent Reflecting Surfaces Assisted Wireless Networks

Intelligent reflecting surface (IRS) has been recently employed to resha...

0 Shimin Gong, et al. ∙

∙ 05/25/2020

Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications

Intelligent reflecting surface (IRS) is a promising technology to assist...

0 Jiaye Lin, et al. ∙

∙ 04/07/2020

Optimized Energy and Information Relaying in Self-Sustainable IRS-Empowered WPCN

This paper proposes a hybrid-relaying scheme empowered by a self-sustain...

0 Bin Lyu, et al. ∙

∙ 01/28/2020

Deep Reinforcement Learning for Backscatter-Aided Data Offloading in Mobile Edge Computing

Wireless network optimization has been becoming very challenging as the ...

0 Shimin Gong, et al. ∙

∙ 01/28/2020

Capitalizing Backscatter-Aided Hybrid Relay Communications with Wireless Energy Harvesting

In this work, we employ multiple energy harvesting relays to assist info...

0 Shimin Gong, et al. ∙

∙ 01/07/2020

IRS-based Wireless Jamming Attacks: When Jammers can Attack without Power

This paper introduces a new type of wireless jamming attack, called IRS ...

0 Bin Lyu, et al. ∙

∙ 12/24/2019

"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...

0 Dinh Thai Hoang, et al. ∙

∙ 12/17/2019

Towards Smart Radio Environment for Wireless Communications via Intelligent Reflecting Surfaces: A Comprehensive Survey

This paper presents a comprehensive literature review on applications an...

0 Shimin Gong, et al. ∙

∙ 10/18/2018

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...

0 Jing Xu, et al. ∙

∙ 10/18/2018

Applications of Deep Reinforcement Learning in Communications and Networking: A Survey

This paper presents a comprehensive literature review on applications of...

0 Nguyen Cong Luong, et al. ∙

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