Shengheng Liu

According to our database, Shengheng Liu authored at least 56 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Random Aggregate Beamforming for Over-the-Air Federated Learning in Large-Scale Networks.

Chunmei Xu, Shengheng Liu, Yongming Huang, Björn E. Ottersten, Dusit Niyato

CoRR, 2024

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB.

Shengheng Liu, Xingkang Li, Zihuan Mao, Peng Liu, Yongming Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Link-Level Simulator for 5G Localization.

Xinghua Jia, Peng Liu, Wangdong Qi, Shengheng Liu, Yongming Huang, Wang Zheng, Mengguan Pan, Xiaohu You

IEEE Trans. Wirel. Commun., August, 2023

Toward 6G $\text{TK}\mu$ Extreme Connectivity: Architecture, Key Technologies and Experiments.

Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Zening Liu, Jin Li, Min Zhu, Jianjie You, Dongjie Liu, Yang Cao, Shiwen He, Guanghui He, Fengyi Yang, Yang Liu, Jianjun Wu, Jianmin Lu, Ge Li, Xiaowu Chen, Wenguang Chen, Wen Gao

IEEE Wirel. Commun., June, 2023

Fast Direct Localization for Millimeter Wave MIMO Systems via Deep ADMM Unfolding.

Wenzhe Fan, Shengheng Liu, Chunguo Li, Yongming Huang

IEEE Wirel. Commun. Lett., April, 2023

5G CFR/CSI dataset for wireless channel parameter estimation, array calibration, and indoor positioning.

Mengguan Pan, Shengheng Liu, Peng Liu, Wangdong Qi, Yongming Huang, Wang Zheng, Qihui Wu, Markus Gardill

Dataset, January, 2023

5G NR Monostatic Positioning with Array Impairments: Data-and-Model-Driven Framework and Experiment Results.

Shengheng Liu, Hao Wang, Mengguan Pan, Peng Liu, Yahui Ma, Yongming Huang

Proceedings of the 3rd ACM MobiCom Workshop on Integrated Sensing and Communications Systems, 2023

Super-Resolution Delay-Doppler Estimation for OTFS Radar.

Zhihan Gong, Shengheng Liu, Lei Li, Yongming Huang, Jinhong Yuan

Proceedings of the IEEE International Conference on Communications, 2023

Automatic Driving Scenarios: A Cross-Domain Approach for Object Detection.

Shengheng Liu, Jiacheng Chen, Lei Li, Yahui Ma, Yongming Huang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2022

Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray.

Zihuan Mao, Shengheng Liu, Yimin D. Zhang, Leixin Han, Yongming Huang

IEEE Trans. Signal Process., 2022

Efficient Joint DOA and TOA Estimation for Indoor Positioning With 5G Picocell Base Stations.

Mengguan Pan, Peng Liu, Shengheng Liu, Wangdong Qi, Yongming Huang, Xiaohu You, Xinghua Jia, Xiaodong Li

IEEE Trans. Instrum. Meas., 2022

Radar Point Clouds Processing for Human Activity Classification Using Convolutional Multilinear Subspace Learning.

Xingshuai Qiao, Yuan Feng, Shengheng Liu, Tao Shan, Ran Tao

IEEE Trans. Geosci. Remote. Sens., 2022

Learning-Aided Beam Prediction in mmWave MU-MIMO Systems for High-Speed Railway.

Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu

IEEE Trans. Commun., 2022

Cramér-Rao Bound of Joint DOA-Range Estimation for Coprime Frequency Diverse Arrays.

Zihuan Mao, Shengheng Liu, Si Qin, Yongming Huang

Remote. Sens., 2022

A Novel Spatiotemporal Saliency Method for Low-Altitude Slow Small Infrared Target Detection.

Dongdong Pang, Tao Shan, Pengge Ma, Wei Li, Shengheng Liu, Ran Tao

IEEE Geosci. Remote. Sens. Lett., 2022

Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching.

Shengheng Liu, Chong Zheng, Yongming Huang, Tony Q. S. Quek

IEEE J. Sel. Areas Commun., 2022

Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile-Edge Computing Networks.

Chong Zheng, Shengheng Liu, Yongming Huang, Wei Zhang, Luxi Yang

IEEE Internet Things J., 2022

Toward 6G TKμ Extreme Connectivity: Architecture, Key Technologies and Experiments.

Xiaohu You, Yongming Huang, Shengheng Liu, Dongming Wang, Junchao Ma, Wei Xu, Chuan Zhang, Hang Zhan, Cheng Zhang, Jiao Zhang, Jin Li, Min Zhu, Jianjie You, Dongjie Liu, Shiwen He, Guanghui He, Fengyi Yang, Yang Liu, Jianjun Wu, Jianmin Lu, Ge Li, Xiaowu Chen, Wenguang Chen, Wen Gao

CoRR, 2022

Learnable Model-Driven Performance Prediction and Optimization for Imperfect MIMO System: Framework and Application.

Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu

CoRR, 2022

Peak-to-Average Power Ratio Reduction via Symbol Precoding in OTFS Modulation.

Jingyi Su, Shengheng Liu, Yongming Huang, Jinhong Yuan

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Doppler Diversity Reception for OTFS Modulation.

Zhihan Gong, Shengheng Liu, Yongming Huang

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Learning to Predict and Optimize Imperfect MIMO System Performance: Framework and Application.

Jingyi Su, Fan Meng, Shengheng Liu, Yongming Huang, Zhaohua Lu

Proceedings of the IEEE Global Communications Conference, 2022

Link-Level Simulator for 5G Localization.

Xinghua Jia, Peng Liu, Shengheng Liu, Xiaodong Li, Wangdong Qi

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021

Hybrid Policy Learning for Energy-Latency Tradeoff in MEC-Assisted VR Video Service.

Chong Zheng, Shengheng Liu, Yongming Huang, Luxi Yang

IEEE Trans. Veh. Technol., 2021

Multi-Agent Reinforcement Learning Based Distributed Transmission in Collaborative Cloud-Edge Systems.

Chunmei Xu, Shengheng Liu, Cheng Zhang, Yongming Huang, Zhaohua Lu, Luxi Yang

IEEE Trans. Veh. Technol., 2021

Efficient Multitask Structure-Aware Sparse Bayesian Learning for Frequency-Difference Electrical Impedance Tomography.

Shengheng Liu, Yongming Huang, Hancong Wu, Chao Tan, Jiabin Jia

IEEE Trans. Ind. Informatics, 2021

Performance evaluation and parameter optimization of sparse Fourier transform.

Hongchi Zhang, Tao Shan, Shengheng Liu, Ran Tao

Signal Process., 2021

Learning Rate Optimization for Federated Learning Exploiting Over-the-Air Computation.

Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Kai-Kit Wong

IEEE J. Sel. Areas Commun., 2021

Rank Minimization-Based Toeplitz Reconstruction for DoA Estimation Using Coprime Array.

Shengheng Liu, Zihuan Mao, Yimin D. Zhang, Yongming Huang

IEEE Commun. Lett., 2021

Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation.

Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Dusit Niyato, Kai-Kit Wong

CoRR, 2021

Over-the-air Learning Rate Optimization for Federated Learning.

Chunmei Xu, Shengheng Liu, Yongming Huang, Chongwen Huang, Zhaoyang Zhang

Proceedings of the IEEE International Conference on Communications Workshops, 2021

Low-Complexity Parameter Learning for OTFS Modulation Based Automotive Radar.

Chenwen Liu, Shengheng Liu, Zihuan Mao, Yongming Huang, Haiming Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

Privacy-Preserving Federated Reinforcement Learning for Popularity-Assisted Edge Caching.

Chong Zheng, Shengheng Liu, Yongming Huang, Tony Q. S. Quek

Proceedings of the IEEE Global Communications Conference, 2021

Learning-Aided Beam Management for mmWave High-Speed Railway Networks.

Yuqi Zhang, Shengheng Liu, Zhaohua Lu, Fan Meng, Yongming Huang

Proceedings of the IEEE Global Communications Conference, 2021

2020

Time Sequence Learning for Electrical Impedance Tomography Using Bayesian Spatiotemporal Priors.

Shengheng Liu, Ruisong Cao, Yongming Huang, Taweechai Ouypornkochagorn, Jiabin Jia

IEEE Trans. Instrum. Meas., 2020

Infrared Dim and Small Target Detection Based on Greedy Bilateral Factorization in Image Sequences.

Dongdong Pang, Tao Shan, Wei Li, Pengge Ma, Shengheng Liu, Ran Tao

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Optimized sparse fractional Fourier transform: Principle and performance analysis.

Hongchi Zhang, Tao Shan, Shengheng Liu, Ran Tao

Signal Process., 2020

True-data Testbed for 5G/B5G Intelligent Network.

Yongming Huang, Shengheng Liu, Cheng Zhang, Xiaohu You, Hequan Wu

CoRR, 2020

MEC-Enabled Wireless VR Video Service: A Learning-Based Mixed Strategy for Energy-Latency Tradeoff.

Chong Zheng, Shengheng Liu, Yongming Huang, Luxi Yang

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Joint User Scheduling and Beam Selection in mmWave Networks Based on Multi-Agent Reinforcement Learning.

Chunmei Xu, Shengheng Liu, Cheng Zhang, Yongming Huang, Luxi Yang

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

2019

Accelerated Structure-Aware Sparse Bayesian Learning for Three-Dimensional Electrical Impedance Tomography.

Shengheng Liu, Hancong Wu, Yongming Huang, Yunjie Yang, Jiabin Jia

IEEE Trans. Ind. Informatics, 2019

Coherent Detection Algorithm for Radar Maneuvering Targets Based on Discrete Polynomial-Phase Transform.

Cunsuo Pang, Shengheng Liu, Yan Han

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

FPGA Prototyping of A Millimeter-Wave Multiple Gigabit WLAN System.

Dongming Ren, Kang Chen, Shengheng Liu, Yongming Huang

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

2018

Structure-Aware Bayesian Compressive Sensing for Frequency-Hopping Spectrum Estimation With Missing Observations.

Shengheng Liu, Yimin D. Zhang, Tao Shan, Ran Tao

IEEE Trans. Signal Process., 2018

Image Reconstruction in Electrical Impedance Tomography Based on Structure-Aware Sparse Bayesian Learning.

Shengheng Liu, Jiabin Jia, Yimin D. Zhang, Yunjie Yang

IEEE Trans. Medical Imaging, 2018

Detection of weak astronomical signals with frequency-hopping interference suppression.

Shengheng Liu, Yimin D. Zhang, Tao Shan

Digit. Signal Process., 2018

High-Speed Target Detection Algorithm Based on Sparse Fourier Transform.

Cunsuo Pang, Shengheng Liu, Yan Han

IEEE Access, 2018

A Multi-Channel Partial-Update Algorithm for Sea Clutter Suppression in Passive Bistatic Radar.

Yahui Ma, Shengheng Liu, Jun Lu

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

2017

Research on joint segment optimisation and stereo matching.

Jianguo Liu, Li Yu, Xuesong Li, Shengheng Liu

IET Commun., 2017

Fast ISAR imaging based on sparse fourier transform algorithm.

Jiaqi Lin, Yuan Feng, Shengheng Liu

Proceedings of the 9th International Conference on Advanced Infocomm Technology, 2017

2016

Micro-Doppler Signal Time-Frequency Algorithm Based on STFRFT.

Cunsuo Pang, Yan Han, Huiling Hou, Shengheng Liu, Nan Zhang

Sensors, 2016

A Novel Clutter Cancellation Method Utilizing Joint Multi-Domain Information for Passive Radar.

Yonghui Zhai, Ding Wang, Jiang Wu, Shengheng Liu

IEICE Trans. Commun., 2016

Improvement of Auctioneer's Revenue under Incomplete Information in Cognitive Radio Networks.

Jun Ma, Yonghong Zhang, Shengheng Liu

IEICE Trans. Inf. Syst., 2016

Automatic human fall detection in fractional fourier domain for assisted living.

Shengheng Liu, Zhengxin Zeng, Yimin D. Zhang, Tingting Fan, Tao Shan, Ran Tao

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2014

Sparse Discrete Fractional Fourier Transform and Its Applications.

Shengheng Liu, Tao Shan, Ran Tao, Yimin D. Zhang, Guo Zhang, Feng Zhang, Yue Wang

IEEE Trans. Signal Process., 2014

Multi-channel NLMS-based sea clutter cancellation in passive bistatic radar.

Tao Shan, Yahui Ma, Ran Tao, Shengheng Liu

IEICE Electron. Express, 2014