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

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10 papers · 1 filter

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…

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.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.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…

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…