activity
20232026
most citedFederated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks

5 citations · 6 across the 7 of their papers we have counts for

collaborators

7 papers

eess.SP2026

FSIM: Fluid Element Stacked Intelligent Metasurface for Multiuser Downlink Networks

Tsung-Yu Wei, Li-Hsiang Shen, Kai-Ten Feng +1

A fluid element (FE)-aided stacked intelligent metasurface (FSIM) for multiple-input single-output (MISO) communication system is investigated, where a multi-antenna base station (…

cs.LG2025★ 5 cited

Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks

Li-Hsiang Shen, Jyun-Jhe Huang, Kai-Ten Feng +2

In this paper, a novel network architecture that deploys the multi-functional reconfigurable intelligent surface (MF-RIS) in low-Earth orbit (LEO) is proposed. Unlike traditional R…

cs.IT2024

Energy Efficient Beamforming Training in Terahertz Communication Systems

Li-Hsiang Shen, Kai-Ten Feng, Lie-Liang Yang

Terahertz (THz) enables promising Tbps-level wireless transmission thanks to its prospect of ultra-huge spectrum utilization and narrow beamforming in the next sixth-generation (6G…

eess.SP2023★ 1 cited

AI-Enabled Unmanned Vehicle-Assisted Reconfigurable Intelligent Surfaces: Deployment, Prototyping, Experiments, and Opportunities

Li-Hsiang Shen, Kai-Ten Feng, Ta-Sung Lee +4

The requirement of wireless data demands is increasingly high as the sixth-generation (6G) technology evolves. Reconfigurable intelligent surface (RIS) is promisingly deemed to be…

cs.IT2023

Downlink Rate Maximization with Reconfigurable Intelligent Surface Assisted Full-Duplex Transmissions

Li-Hsiang Shen, Chia-Jou Ku, Kai-Ten Feng

Reconfigurable intelligent surfaces (RIS) as an effective technique for intelligently manipulating channel paths through reflection to serve desired users. Full-duplex (FD) systems…

cs.IT2023

D-STAR: Dual Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces for Joint Uplink/Downlink Transmission

Li-Hsiang Shen, Po-Chen Wu, Chia-Jou Ku +4

The joint uplink/downlink (JUD) design of simultaneously transmitting and reflecting reconfigurable intelligent surfaces (STAR-RIS) is conceived in support of both uplink (UL) and…

cs.LG2023

Hierarchical Multi-Agent Multi-Armed Bandit for Resource Allocation in Multi-LEO Satellite Constellation Networks

Li-Hsiang Shen, Yun Ho, Kai-Ten Feng +3

Low Earth orbit (LEO) satellite constellation is capable of providing global coverage area with high-rate services in the next sixth-generation (6G) non-terrestrial network (NTN).…