activity
20122023
most citedA Deep Learning Framework for Optimization of MISO Downlink Beamforming

367 citations · 830 across the 11 of their papers we have counts for

collaborators

11 papers

eess.SP2023★ 1 cited

Semantic Communications using Foundation Models: Design Approaches and Open Issues

Peiwen Jiang, Chao-Kai Wen, Xinping Yi +3

Foundation models (FMs), including large language models, have become increasingly popular due to their wide-ranging applicability and ability to understand human-like semantics. W…

cs.IT2021★ 2 cited

Large System Achievable Rate Analysis of RIS-Assisted MIMO Wireless Communication with Statistical CSIT

Jun Zhang, Jie Liu, Shaodan Ma +2

Reconfigurable intelligent surface (RIS) is an emerging technology to enhance wireless communication in terms of energy cost and system performance by equipping a considerable quan…

cs.IT2019★ 367 cited

A Deep Learning Framework for Optimization of MISO Downlink Beamforming

Wenchao Xia, Gan Zheng, Yongxu Zhu +3

Beamforming is an effective means to improve the quality of the received signals in multiuser multiple-input-single-output (MISO) systems. Traditionally, finding the optimal beamfo…

cs.IT2018★ 34 cited

Power Minimization Based Joint Task Scheduling and Resource Allocation in Downlink C-RAN

Wenchao Xia, Jun Zhang, Tony Q. S. Quek +2

In this paper, we consider the network power minimization problem in a downlink cloud radio access network (C-RAN), taking into account the power consumed at the baseband unit (BBU…

cs.IT2018★ 24 cited

Joint Optimization of Fronthaul Compression and Bandwidth Allocation in Uplink H-CRAN with Large System Analysis

Wenchao Xia, Jun Zhang, Tony Q. S. Quek +2

In this paper, we consider an uplink heterogeneous cloud radio access network (H-CRAN), where a macro base station (BS) coexists with many remote radio heads (RRHs). For cost-savin…

cs.IT2018★ 69 cited

DFT-Based Hybrid Beamforming Multiuser Systems: Rate Analysis and Beam Selection

Yu Han, Shi Jin, Jun Zhang +2

This paper considers the discrete Fourier transform (DFT) based hybrid beamforming multiuser system and studies the use of analog beam selection schemes. We first analyze the uplin…