Hengtao He
- Model-Driven Deep Learning for Physical Layer Communications
2018/09/17 by Hengtao He, He, Hengtao, Shi Jin +9 · 4 citations
Computer Science · #Wireless Signal Modulation Classification
- Beamspace Channel Estimation for Wideband Millimeter-Wave MIMO: A Model-Driven Unsupervised Learning Approach
2020/06/30 by Hengtao He, Rui Wang, He, Hengtao +9 · 2 citations
Engineering · #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection
2022/05/21 by Hengtao He, Alva Kosasih, He, Hengtao +11 · 2 citations
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Wireless Signal Modulation Classification #Advanced Wireless Communication Technologies
- Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
2023/02/14 by Hengtao He, He, Hengtao, Xianghao Yu +7 · 2 citations
Engineering · #Advanced MIMO Systems Optimization
- AI and Deep Learning for Terahertz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
2024/12/13 by Wen‐Tao Yu, Yu, Wentao, Hengtao He +11 · 2 citations
Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Gyrotron and Vacuum Electronics Research #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Terahertz technology and applications #electronic engineering #information engineering
- Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection
2024/02/15 by Yuyi Mao, Zhuang, Wenhao, Mao, Yuyi +10 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Systems and Laser Technology #Signal Processing (eess.SP) #electronic engineering #information engineering
- Deep Learning for Near-Field XL-MIMO Transceiver Design: Principles and Techniques
2023/09/18 by Wentao Yu, Yifan Ma, Yu, Wentao +9 · 1 citation
Engineering · #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
2025/03/19 by Kai Zhang, Zhang, Kai, Hengtao He +7 · 2 citations
Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Signal Processing (eess.SP) #Wireless Body Area Networks #Wireless Networks and Protocols #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
2025/05/08 by Erqiang Tang, Tang, Erqiang, Guo, Wei +8 · 3 citations
Engineering · Mathematics · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications #electronic engineering #information engineering
- Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO
2023/12/21 by Ruoxiao Cao, Cao, Ruoxiao, Hengtao He +13 · 1 citation
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Task-Oriented Precoding for Edge Inference over Large-Scale MIMO Systems
2026/07/20 by Hongru Li, Zeyan Zhuang, Zixin Wang +4
#cs.IT #eess.SP #math.IT