activity
20172025
most citedPrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning

96 citations · 160 across the 6 of their papers we have counts for

collaborators

6 papers

cs.AI2025

Beamforming and Resource Allocation for Delay Minimization in RIS-Assisted OFDM Systems

Yu Ma, Xiao Li, Chongtao Guo +3

This paper investigates a joint beamforming and resource allocation problem in downlink reconfigurable intelligent surface (RIS)-assisted orthogonal frequency division multiplexing…

eess.SP2021★ 3 cited

Fast Antenna and Beam Switching Method for mmWave Handsets with Hand Blockage

Wan-Ting Shih, Chao-Kai Wen, Shang-Ho +2

Many operators have been bullish on the role of millimeter-wave (mmWave) communications in fifth-generation (5G) mobile broadband because of its capability of delivering extreme da…

nucl-th2020★ 60 cited

Fission fragments intrinsic spins and their correlations

A. Bulgac, I. Abdurrahman, S. Jin +3

The intrinsic spins and their correlations are the least understood characteristics of fission fragments from both theoretical and experimental points of view. In many nuclear reac…

eess.SP2020

Model-Driven Deep Learning for Massive Multiuser MIMO Constant Envelope Precoding

Yunfeng He, Hengtao, He +2

Constant envelope (CE) precoding design is of great interest for massive multiuser multi-input multi-output systems because it can significantly reduce hardware cost and power cons…

eess.SP2019★ 96 cited

PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning

Qisheng Wang, Keming Feng, Xiao Li +1

In this letter, we investigate the hybrid beamforming for millimeter wave massive multiple-input multiple-output (MIMO) system based on deep reinforcement learning (DRL). Imperfect…

cs.IT2017★ 1 cited

A Survey on MIMO Transmission with Discrete Input Signals: Technical Challenges, Advances, and Future Trends

Yongpeng Wu, Chengshan Xiao, Zhi Ding +2

Multiple antennas have been exploited for spatial multiplexing and diversity transmission in a wide range of communication applications. However, most of the advances in the design…