output
20152024
most citedSwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation

124 citations

Showing cs.ITShow all

8 papers · 1 filter

cs.IT20215 cited

NOMA for Next-generation Massive IoT: Performance Potential and Technology Directions

Yifei Yuan, Sen Wang, Yongpeng Wu +4

Broader applications of the Internet of Things (IoT) are expected in the forthcoming 6G system, although massive IoT is already a key scenario in 5G, predominantly relying on physi…

cs.IT20211 cited

Deep Reinforcement Learning for Energy-Efficient Beamforming Design in Cell-Free Networks

Weilai Li, Wanli Ni, Hui Tian +1

Cell-free network is considered as a promising architecture for satisfying more demands of future wireless networks, where distributed access points coordinate with an edge cloud p…

cs.IT2021

First- and Second-Moment Constrained Gaussian Channels

Shuai Ma, Michèle Wigger

This paper studies the channel capacity of intensity-modulation direct-detection (IM/DD) visible light communication (VLC) systems under both optical and electrical power constrain…

cs.IT2020

Deep Deterministic Policy Gradient for Relay Selection and Power Allocation in Cooperative Communication Network

Yuanzhe Geng, Erwu Liu, Rui Wang +4

Perfect channel state information (CSI) is usually required when considering relay selection and power allocation in cooperative communication. However, it is difficult to get an a…

cs.IT20178 cited

Compressive Sensing Techniques for Next-Generation Wireless Communications

Zhen Gao, Linglong Dai, Shuangfeng Han +3

A range of efficient wireless processes and enabling techniques are put under a magnifier glass in the quest for exploring different manifestations of correlated processes, where s…

cs.IT20175 cited

Machine Learning Inspired Energy-Efficient Hybrid Precoding for MmWave Massive MIMO Systems

Xinyu Gao, Linglong Dai, Ying Sun +2

Hybrid precoding is a promising technique for mmWave massive MIMO systems, as it can considerably reduce the number of required radio-frequency (RF) chains without obvious performa…