activity
20192025
most citedSignal Demodulation with Machine Learning Methods for Physical Layer Visible Light Communications: Prototype Platform, Open Dataset and Algorithms

52 citations · 171 across the 18 of their papers we have counts for

collaborators

18 papers

cs.LG2025

Modeling and Performance Analysis for Semantic Communications Based on Empirical Results

Shuai Ma, Bin Shen, Chuanhui Zhang +5

Due to the black-box characteristics of deep learning based semantic encoders and decoders, finding a tractable method for the performance analysis of semantic communications is a…

eess.SP2025★ 2 cited

Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels

Shuai Ma, Zhiye Sun, Bin Shen +5

In this paper, we propose a digital semantic feature division multiple access (SFDMA) paradigm in multi-user broadcast (BC) networks for the inference and the image reconstruction…

eess.SP2024

Semantic Feature Division Multiple Access for Multi-user Digital Interference Networks

Shuai Ma, Chuanhui Zhang, Bin Shen +5

With the ever-increasing user density and quality of service (QoS) demand,5G networks with limited spectrum resources are facing massive access challenges. To address these challen…

eess.SY2023

Feasibility Conditions for Mobile LiFi

Shuai Ma, Haihong Sheng, Junchang Sun +6

Light fidelity (LiFi) is a potential key technology for future 6G networks. However, its feasibility of supporting mobile communications has not been fundamentally discussed. In th…

cs.IT2023★ 29 cited

Robust Power Allocation for Integrated Visible Light Positioning and Communication Networks

Shuai Ma, Ruixin Yang, Chun Du +4

Integrated visible light positioning and communication (VLPC), capable of combining advantages of visible light communications (VLC) and visible light positioning (VLP), is a promi…

eess.SY2023★ 1 cited

Robust Power Allocation for UAV-aided ISAC Systems with Uncertain Location Sensing Errors

Junchang Sun, Shuai Ma, Ruixin Yang +2

Unmanned aerial vehicle (UAV) holds immense potential in integrated sensing and communication (ISAC) systems for the Internet of Things (IoT). In this paper, we propose a UAV-aided…

eess.SP2023★ 1 cited

Features Disentangled Semantic Broadcast Communication Networks

Shuai Ma, Weining Qiao, Youlong Wu +6

Single-user semantic communications have attracted extensive research recently, but multi-user semantic broadcast communication (BC) is still in its infancy. In this paper, we prop…

cs.IT2023★ 7 cited

A Theory for Semantic Channel Coding With Many-to-one Source

Shuai Ma, Chuanhui Zhang, Huayan Qi +4

As one of the potential key technologies of 6G, semantic communication is still in its infancy and there are many open problems, such as semantic entropy definition and semantic ch…

eess.SP2023

Task-oriented Explainable Semantic Communications

Shuai Ma, Weining Qiao, Youlong Wu +6

Semantic communications utilize the transceiver computing resources to alleviate scarce transmission resources, such as bandwidth and energy. Although the conventional deep learnin…

eess.SP2022

Joint Beamforming and PD Orientation Design for Mobile Visible Light Communications

Shuai Ma, Jing Wang, Chun Du +5

In this paper, we propose joint beamforming and photo-detector (PD) orientation (BO) optimization schemes for mobile visible light communication (VLC) with the orientation adjustab…

cs.IT2022★ 41 cited

Optimal Power Allocation for Integrated Visible Light Positioning and Communication System with a Single LED-Lamp

Shuai Ma, Ruixin Yang, Bing Li +6

In this paper, we investigate an integrated visible light positioning and communication (VLPC) system with a single LED-lamp. First, by leveraging the fact that the VLC channel mod…

cs.IT2022

Optimal Probabilistic Constellation Shaping for Covert Communications

Shuai Ma, Yunqi Zhang, Haihong Sheng +6

In this paper, we investigate the optimal probabilistic constellation shaping design for covert communication systems from a practical view. Different from conventional covert comm…

cs.IT2022

Covert Beamforming Design for Integrated Radar Sensing and Communication Systems

Shuai Ma, Haihong Sheng, Ruixin Yang +5

We propose covert beamforming design frameworks for integrated radar sensing and communication (IRSC) systems, where the radar can covertly communicate with legitimate users under…

cs.IT2022★ 29 cited

Spectral and Energy Efficiency of DCO-OFDM in Visible Light Communication Systems with Finite-Alphabet Inputs

Ruixin Yang, Shuai Ma, Zihan Xu +6

The bound of the information transmission rate of direct current biased optical orthogonal frequency division multiplexing (DCO-OFDM) for visible light communication (VLC) with fin…

cs.IT2021★ 7 cited

Optimal Discrete Constellation Inputs for Aggregated LiFi-WiFi Networks

Shuai Ma, Fan Zhang, Songtao Lu +5

In this paper, we investigate the performance of a practical aggregated LiFi-WiFi system with the discrete constellation inputs from a practical view. We derive the achievable rate…

cs.IT2021★ 1 cited

Covert Beamforming Design for Intelligent Reflecting Surface Assisted IoT Networks

Shuai Ma, Yunqi Zhang, Hang Li +5

In this paper, we consider covert beamforming design for intelligent reflecting surface (IRS) assisted Internet of Things (IoT) networks, where Alice utilizes IRS to covertly trans…

cs.IT2021★ 1 cited

Robust Beamforming Design for Covert Communications

Shuai Ma, Yunqi Zhang, Hang Li +4

In this paper, we consider a common unicast beamforming network where Alice utilizes the communication to Carol as a cover and covertly transmits a message to Bob without being rec…

eess.SP2019★ 52 cited

Signal Demodulation with Machine Learning Methods for Physical Layer Visible Light Communications: Prototype Platform, Open Dataset and Algorithms

Shuai Ma, Jiahui Dai, Songtao Lu +4

In this paper, we investigate the design and implementation of machine learning (ML) based demodulation methods in the physical layer of visible light communication (VLC) systems.…