activity
20192026
most citedDeep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics

65 citations · 237 across the 24 of their papers we have counts for

collaborators

24 papers

eess.SP2026

Amplitude-Independent Robust Snapshot 6-D Radio SLAM via a Uniffed Angle-Delay Formulation

Shengqiang Shen, Aoyun Hao, Weihao Geng +3

This paper addresses bistatic snapshot radio SLAM, in which a user equipment (UE) with unknown 6-D pose and clock bias is localized and environmental landmarks are reconstructed fr…

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

Task-Oriented Semantic Communication with Importance-Aware Rate Control

Zhiye Sun, Shuai Ma, Shiyin Li

Semantic communication is recognized for its high compression efficiency and robust resistance to noise. However, utilizing a fixed transmission rate in environments with dynamic s…

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.SP2023

Joint Beamforming Design for RIS-enabled Integrated Positioning and Communication in Millimeter Wave Systems

Junchang Sun, Shuai Ma, Shiyin Li

Integrated positioning and communication (IPAC) system and reconfigurable intelligent surface (RIS) are both considered to be key technologies for future wireless networks. Therefo…

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…

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

Robust Beamforming for Localization-Aided Millimeter Wave Communication Systems

Junchang Sun, Shuai Ma, Shiyin Li +3

In this letter, we investigate a robust beamforming problem for localization-aided millimeter wave (mmWave) communication systems. To handle this problem, we propose a novel restri…

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

Spectral and Energy Efficiency of ACO-OFDM in Visible Light Communication Systems

Shuai Ma, Ruixin Yang, Xiong Deng +5

In this paper, we study the spectral efficiency (SE) and energy efficiency (EE) of asymmetrically clipped optical orthogonal frequency division multiplexing (ACO-OFDM) for visible…

cs.IT2021★ 8 cited

Robust Beamforming Design for Rate Splitting Multiple Access-Aided MISO Visible Light Communications

Shuai Ma, Guanjie Zhang, Zhi Zhang +1

In this paper, we focus on the optimal beamformer design for rate splitting multiple access (RSMA)-aided multipleinput single-output (MISO) visible light communication (VLC) networ…

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.…

eess.SP2019★ 65 cited

Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics

Hongmei Wang, Zhenzhen Wu, Shuai Ma +4

In this paper, we investigate deep learning (DL)-enabled signal demodulation methods and establish the first open dataset of real modulated signals for wireless communication syste…