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20242026
most citedMatching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks

2 citations · 2 across the 6 of their papers we have counts for

collaborators

6 papers

cs.IT2026

Spatio-Temporal Attention Enhanced Multi-Agent DRL for UAV-Assisted Wireless Networks with Limited Communications

Che Chen, Lanhua Li, Shimin Gong +3

In this paper, we employ multiple UAVs to accelerate data transmissions from ground users (GUs) to a remote base station (BS) via the UAVs' relay communications. The UAVs' intermit…

cs.NI2025

Joint Traffic Reshaping and Channel Reconfiguration in RIS-assisted Semantic NOMA Communications

Songhan Zhao, Yusi Long, Lanhua Li +3

In this paper, we consider a semantic-aware reconfigurable intelligent surface (RIS)-assisted wireless network, where multiple semantic users (SUs) simultaneously transmit semantic…

eess.SP2025

Learning Joint Source-Channel Encoding in IRS-assisted Multi-User Semantic Communications

Haidong Wang, Songhan Zhao, Lanhua Li +4

In this paper, we investigate a joint source-channel encoding (JSCE) scheme in an intelligent reflecting surface (IRS)-assisted multi-user semantic communication system. Semantic e…

cs.NI2024

Exploiting NOMA Transmissions in Multi-UAV-assisted Wireless Networks: From Aerial-RIS to Mode-switching UAVs

Songhan Zhao, Shimin Gong, Bo Gu +4

In this paper, we consider an aerial reconfigurable intelligent surface (ARIS)-assisted wireless network, where multiple unmanned aerial vehicles (UAVs) collect data from ground us…

cs.IT2024

Lyapunov-guided Deep Reinforcement Learning for Semantic-aware AoI Minimization in UAV-assisted Wireless Networks

Yusi Long, Shimin Gong, Sumei Sun +3

This paper investigates an unmanned aerial vehicle (UAV)-assisted semantic network where the ground users (GUs) periodically capture and upload the sensing information to a base st…

cs.MA2024★ 2 cited

Matching-Driven Deep Reinforcement Learning for Energy-Efficient Transmission Parameter Allocation in Multi-Gateway LoRa Networks

Ziqi Lin, Xu Zhang, Shimin Gong +3

Long-range (LoRa) communication technology, distinguished by its low power consumption and long communication range, is widely used in the Internet of Things. Nevertheless, the LoR…