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ORCIDShenghui Song 0001
宋勝輝
Person information
- unicode name: 宋勝輝
- affiliation: Hong Kong University of Science & Technology, Department of Electronic & Computer Engineering, Hong Kong
- affiliation (former): City University of Hong Kong, Hong Kong
Other persons with the same name
- Shenghui Song 0002 — Tianjin University, School of Electronical Information Engineering, China
- Shenghui Song 0003 — Kyung Hee University, School of Computing, Yongin, South Korea
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2020 – today
- 2024
[j57]Dongfang Xu, Yiming Xu, Xin Zhang, Xianghao Yu
, Shenghui Song, Robert Schober:
Interference Mitigation for Network-Level ISAC: An Optimization Perspective. IEEE Commun. Mag. 62(9): 28-34 (2024)- [j56]Huixian Gu, Liqiang Zhao, Zhu Han, Gan Zheng, Shenghui Song:
AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions. IEEE Commun. Surv. Tutorials 26(2): 1322-1385 (2024) - [j55]Ka Yan Fung, Lik Hang Lee, Kuen Fung Sin, Shenghui Song, Huamin Qu:
Humanoid robot-empowered language learning based on self-determination theory. Educ. Inf. Technol. 29(14): 18927-18957 (2024) - [j54]Guorong Zhou, Liqiang Zhao, Gan Zheng, Shenghui Song, Jiankang Zhang, Lajos Hanzo:
Multiobjective Optimization of Space-Air-Ground-Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms. IEEE Internet Things J. 11(5): 8327-8344 (2024) - [j53]Haiyan Tu, Liqiang Zhao, Yaoyuan Zhang, Gan Zheng, Chen Feng, Shenghui Song, Kai Liang:
Deep Reinforcement Learning for Optimization of RAN Slicing Relying on Control- and User-Plane Separation. IEEE Internet Things J. 11(5): 8485-8498 (2024) - [j52]Xin Zhang, Shenghui Song:
Mutual Information Density of Massive MIMO Systems Over Rayleigh-Product Channels. IEEE Trans. Commun. 72(9): 5547-5563 (2024) - [j51]Xin Zhang, Shenghui Song:
Secrecy Analysis for IRS-Aided Wiretap MIMO Communications: Fundamental Limits and System Design. IEEE Trans. Inf. Theory 70(6): 4140-4159 (2024) - [j50]Ka Yan Fung, Lik-Hang Lee, Pan Hui, Shenghui Song:
Can Underprivileged Children Learn Effectively at Home? A Six-Month Study of Game-Based Traditional Chinese Learning During the Pandemic Lockdown. IEEE Trans. Learn. Technol. 17: 294-309 (2024) - [j49]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems. IEEE Trans. Wirel. Commun. 23(5): 4709-4723 (2024) - [j48]Wenhao Zhuang, Yuyi Mao, Hengtao He, Lei Xie, Shenghui Song, Yao Ge, Zhi Ding:
Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection. IEEE Wirel. Commun. Lett. 13(7): 1913-1917 (2024) - [c73]Lei Xie, Fan Liu, Zhanyuan Xie, Zheng Jiang, Shenghui Song:
Sensing Mutual Information with Random Signals in Gaussian Channels. ICC 2024: 2228-2233 - [c72]Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief:
Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments. ICC 2024: 3592-3597 - [c71]Kai Hu, Yu Liu, Fang Xu, Renhe Liu, Han Wang, Shenghui Song:
Asymmetric Neural Image Compression with High-Preserving Information. ISCAS 2024: 1-5 - [c70]Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization. MeditCom 2024: 102-107 - [c69]Songjie Xie, Hengtao He, Hongru Li, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, Khaled B. Letaief:
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks. MeditCom 2024: 191-196 - [c68]Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief:
The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective. MeditCom 2024: 233-238 - [c67]Ruoxiao Cao, Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Yi Gong, Khaled B. Letaief:
Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems. WCNC 2024: 1-6 - [c66]Linping Qu, Shenghui Song, Chi-Ying Tsui, Yuyi Mao:
How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels. WCNC 2024: 1-6 - [c65]Lei Xie, Shenghui Song, Yonina C. Eldar:
Model-Driven Sensing-Node Selection for Maneuvering Target Tracking. WCNC 2024: 1-6 - [c64]Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song:
Active IRS-Aided MIMO Communications: How Much Gain Can We Get? WCNC 2024: 1-6 - [i72]Songjie Xie, Hengtao He, Hongru Li, Shenghui Song, Jun Zhang, Ying-Jun Angela Zhang, Khaled B. Letaief:
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks. CoRR abs/2401.11155 (2024) - [i71]Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song:
Fundamental Limits of Two-Hop MIMO Channels: An Asymptotic Approach. CoRR abs/2402.03772 (2024) - [i70]Lei Xie, Fan Liu, Jiajin Luo, Shenghui Song:
Sensing Mutual Information with Random Signals in Gaussian Channels: Bridging Sensing and Communication Metrics. CoRR abs/2402.03919 (2024) - [i69]Dongfang Xu, Yiming Xu, Xin Zhang, Xianghao Yu, Shenghui Song, Robert Schober:
Interference Mitigation for Network-Level ISAC: An Optimization Perspective. CoRR abs/2402.09974 (2024) - [i68]Wenhao Zhuang, Yuyi Mao, Hengtao He, Lei Xie, Shenghui Song, Yao Ge, Zhi Ding:
Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection. CoRR abs/2402.10071 (2024) - [i67]Wei Guo, Meng He, Chuan Huang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Model-Driven Deep Learning for Distributed Detection with Binary Quantization. CoRR abs/2404.00309 (2024) - [i66]Xin Zhang, Dongfang Xu, Shenghui Song, Mérouane Debbah:
Fundamental Limits of Optical Fiber MIMO Channels With Finite Blocklength. CoRR abs/2404.04477 (2024) - [i65]Hongru Li, Jiawei Shao, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck. CoRR abs/2405.09514 (2024) - [i64]Linping Qu, Shenghui Song, Chi-Ying Tsui:
FedAQ: Communication-Efficient Federated Edge Learning via Joint Uplink and Downlink Adaptive Quantization. CoRR abs/2406.18156 (2024) - [i63]Zhiqiang Wei, Dongfang Xu, Shuangyang Li, Shenghui Song, Derrick Wing Kwan Ng, Giuseppe Caire:
Resource Allocation Design for Next-Generation Multiple Access: A Tutorial Overview. CoRR abs/2407.02877 (2024) - [i62]Linping Qu, Yuyi Mao, Shenghui Song, Chi-Ying Tsui:
Energy-Efficient Channel Decoding for Wireless Federated Learning: Convergence Analysis and Adaptive Design. CoRR abs/2407.13703 (2024) - [i61]Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar:
Decentralized MIMO Systems with LMMSE Receivers and Imperfect CSI. CoRR abs/2408.12811 (2024) - [i60]Yiming Xu, Mingxuan Zheng, Dongfang Xu, Shenghui Song, Daniel Benevides da Costa:
Sensing-aided Near-Field Secure Communications with Mobile Eavesdroppers. CoRR abs/2408.13829 (2024) - 2023
- [j47]Zhijie Xie, Shenghui Song:
FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence. IEEE J. Sel. Areas Commun. 41(4): 1227-1242 (2023) - [j46]Lei Xie, Shenghui Song, Khaled B. Letaief:
Networked Sensing With AI-Empowered Interference Management: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks. IEEE J. Sel. Areas Commun. 41(12): 3863-3877 (2023) - [j45]Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief:
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. IEEE J. Sel. Top. Signal Process. 17(4): 761-776 (2023) - [j44]Xin Zhang, Shenghui Song:
Asymptotic Mutual Information Analysis for Double-Scattering MIMO Channels: A New Approach by Gaussian Tools. IEEE Trans. Inf. Theory 69(9): 5497-5527 (2023) - [j43]Ka Yan Fung, Simon Tangi Perrault, Lik-Hang Lee, Kwong Chiu Fung, Shenghui Song:
Can Students With Dyslexia Learn Independently? A Seven-Week Study of Chinese Character Learning in an Informal Learning Environment. IEEE Trans. Learn. Technol. 16(5): 619-632 (2023) - [j42]Guorong Zhou, Liqiang Zhao, Gan Zheng, Zhijie Xie, Shenghui Song, Kwang-Cheng Chen:
Joint Multi-Objective Optimization for Radio Access Network Slicing Using Multi-Agent Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 72(9): 11828-11843 (2023) - [j41]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design. IEEE Trans. Wirel. Commun. 22(1): 2-18 (2023) - [j40]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Graph Neural Networks for Wireless Communications: From Theory to Practice. IEEE Trans. Wirel. Commun. 22(5): 3554-3569 (2023) - [j39]Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief:
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. IEEE Wirel. Commun. 30(1): 16-23 (2023) - [c63]Xin Zhang, Shenghui Song:
URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design. ACSSC 2023: 496-503 - [c62]Xin Zhang, Dongfang Xu, Shenghui Song:
IRS-Aided Secure Communications with Linear Precoding: Performance Analysis and System Design. GLOBECOM (Workshops) 2023: 1439-1444 - [c61]Yiming Xu, Dongfang Xu, Lei Xie, Shenghui Song:
Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication. GLOBECOM 2023: 3111-3117 - [c60]Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework. GLOBECOM 2023: 3136-3141 - [c59]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Binary Federated Learning with Client-Level Differential Privacy. GLOBECOM 2023: 3849-3854 - [c58]Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation. ICC 2023: 2613-2618 - [c57]Yiming Xu, Lei Xie, Dongfang Xu, Shenghui Song:
Fundamental Limits and Base Station Selection for Collaborative Sensing in Perceptive Mobile Networks. MeditCom 2023: 97-102 - [c56]Dohoon Kim, Shenghui Song:
Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers. MeditCom 2023: 109-114 - [c55]Meiying Zhang, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Resource Allocation for OTFS-Based ISAC Systems. MeditCom 2023: 282-287 - [c54]Dongfang Xu, Xianghao Yu, Shenghui Song, Derrick Wing Kwan Ng, Robert Schober:
Multi-Objective Optimization for Active IRS-Assisted Communication Systems. MeditCom 2023: 340-345 - [c53]Dongfang Xu, Chang Liu, Shenghui Song, Derrick Wing Kwan Ng:
Integrated Sensing and Communication in Coordinated Cellular Networks. SSP 2023: 90-94 - [c52]Hengtao He, Alva Kosasih, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawana, Khaled B. Letaief:
GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection. WCNC 2023: 1-6 - [c51]Dongfang Xu, Yiming Xu, Zhiqiang Wei, Shenghui Song, Derrick Wing Kwan Ng:
Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design. WiOpt 2023: 673-680 - [i59]Xin Zhang, Shenghui Song, Yonina C. Eldar:
Secrecy Analysis for MISO Broadcast Systems with Regularized Zero-Forcing Precoding. CoRR abs/2301.11515 (2023) - [i58]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems. CoRR abs/2302.06896 (2023) - [i57]Dongfang Xu, Chang Liu, Shenghui Song, Derrick Wing Kwan Ng:
Integrated Sensing and Communication in Coordinated Cellular Networks. CoRR abs/2305.01213 (2023) - [i56]Yiming Xu, Dongfang Xu, Lei Xie, Shenghui Song:
Joint BS Selection, User Association, and Beamforming Design for Network Integrated Sensing and Communication. CoRR abs/2305.05265 (2023) - [i55]Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song:
Active IRS-Aided MIMO Systems: How Much Gain Can We Get? CoRR abs/2305.05277 (2023) - [i54]Hongru Li, Wentao Yu, Hengtao He, Jiawei Shao, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework. CoRR abs/2305.12423 (2023) - [i53]Linxuan Pan, Shenghui Song:
Local SGD Accelerates Convergence by Exploiting Second Order Information of the Loss Function. CoRR abs/2305.15013 (2023) - [i52]Gerry Windiarto Mohamad Dunda, Shenghui Song:
Handling Group Fairness in Federated Learning Using Augmented Lagrangian Approach. CoRR abs/2307.04417 (2023) - [i51]Lei Xie, Shenghui Song, Yonina C. Eldar:
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks. CoRR abs/2307.04977 (2023) - [i50]Xin Zhang, Shenghui Song:
URLLC in IRS-Aided MIMO Systems: Finite Blocklength Analysis and Design. CoRR abs/2307.08256 (2023) - [i49]Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Binary Federated Learning with Client-Level Differential Privacy. CoRR abs/2308.03320 (2023) - [i48]Wentao Yu, Yifan Ma, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief:
AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques. CoRR abs/2309.09575 (2023) - [i47]Guorong Zhou, Liqiang Zhao, Gan Zheng, Shenghui Song, Jiankang Zhang, Lajos Hanzo:
Multi-objective Optimization of Space-Air-Ground Integrated Network Slicing Relying on a Pair of Central and Distributed Learning Algorithms. CoRR abs/2309.12783 (2023) - [i46]Linping Qu, Shenghui Song, Chi-Ying Tsui, Yuyi Mao:
How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels. CoRR abs/2310.16652 (2023) - [i45]Lei Xie, Fan Liu, Zhanyuan Xie, Zheng Jiang, Shenghui Song:
Sensing Mutual Information with Random Signals in Gaussian Channels. CoRR abs/2311.07081 (2023) - [i44]Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief:
Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments. CoRR abs/2311.07908 (2023) - [i43]Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Ross D. Murch, Khaled B. Letaief:
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO. CoRR abs/2312.10438 (2023) - [i42]Ruoxiao Cao, Hengtao He, Xianghao Yu, Shenghui Song, Kaibin Huang, Jun Zhang, Yi Gong, Khaled B. Letaief:
Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO. CoRR abs/2312.13683 (2023) - [i41]Dongfang Xu, Yiming Xu, Zhiqiang Wei, Shenghui Song, Derrick Wing Kwan Ng:
Sensing-Enhanced Secure Communication: Joint Time Allocation and Beamforming Design. CoRR abs/2312.15231 (2023) - [i40]Ho Man Kwan, Shenghui Song:
FedSDD: Scalable and Diversity-enhanced Distillation for Model Aggregation in Federated Learning. CoRR abs/2312.17029 (2023) - 2022
- [j38]Xin Zhang, Xianghao Yu, Shenghui Song:
Outage Probability and Finite-SNR DMT Analysis for IRS-Aided MIMO Systems: How Large IRSs Need to be? IEEE J. Sel. Top. Signal Process. 16(5): 1070-1085 (2022) - [j37]Xin Zhang, Shenghui Song:
Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-Centered MIMO Channels. IEEE Trans. Inf. Theory 68(5): 2857-2876 (2022) - [j36]Yunfeng Wang, Liqiang Zhao, Xiaoli Chu, Shenghui Song, Yansha Deng, Arumugam Nallanathan, Kai Liang:
Deep Reinforcement Learning-Based Optimization for End-to-End Network Slicing With Control- and User-Plane Separation. IEEE Trans. Veh. Technol. 71(11): 12179-12194 (2022) - [j35]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Learn to Communicate With Neural Calibration: Scalability and Generalization. IEEE Trans. Wirel. Commun. 21(11): 9947-9961 (2022) - [j34]Lei Xie, Peilan Wang, Shenghui Song, Khaled B. Letaief:
Perceptive Mobile Network With Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing. IEEE Trans. Wirel. Commun. 21(12): 10193-10207 (2022) - [c50]Ka Yan Fung, Zikai Alex Wen, Haotian Li, Xingbo Wang, Shenghui Song, Huamin Qu:
Designing a Data Visualization Dashboard for Pre-Screening Hong Kong Students with Specific Learning Disabilities. ASSETS 2022: 51:1-51:5 - [c49]Ka Yan Fung, Kuen Fung Sin, Zikai Alex Wen, Lik-Hang Lee, Shenghui Song, Huamin Qu:
Designing a Game for Pre-Screening Students with Specific Learning Disabilities in Chinese. ASSETS 2022: 77:1-77:5 - [c48]Ho Man Kwan, Shenghui Song:
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling. ECCV (21) 2022: 229-244 - [c47]Linping Qu, Shenghui Song, Chi-Ying Tsui:
FedDQ: Communication-Efficient Federated Learning with Descending Quantization. GLOBECOM 2022: 281-286 - [c46]Yifan Ma, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback. GLOBECOM 2022: 1721-1726 - [c45]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Communication-Efficient Federated Distillation with Active Data Sampling. ICC 2022: 201-206 - [c44]Lei Xie, Xianghao Yu, Shenghui Song:
Intelligent Reflecting Surface-Aided Maneuvering Target Sensing: True Velocity Estimation. ISWCS 2022: 1-6 - [c43]Zhefeng Qiao, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Content-Aware Client Selection for Federated Learning in Wireless Networks. MeditCom 2022: 49-54 - [c42]Ruoxiao Cao, Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Yi Gong, Khaled B. Letaief:
Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks. MeditCom 2022: 160-165 - [c41]Lei Xie, Shenghui Song:
Iterative sparse recovery based passive localization in perceptive mobile networks. ISACom@MobiCom 2022: 55-60 - [c40]Xin Zhang, Xianghao Yu, Shenghui Song, Khaled B. Letaief:
IRS-aided MIMO Systems over Double-scattering Channels: Impact of Channel Rank Deficiency. WCNC 2022: 2076-2081 - [i39]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Communication-Efficient Federated Distillation with Active Data Sampling. CoRR abs/2203.06900 (2022) - [i38]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Graph Neural Networks for Wireless Communications: From Theory to Practice. CoRR abs/2203.10800 (2022) - [i37]Hengtao He, Alva Kosasih, Xianghao Yu, Jun Zhang, Shenghui Song, Wibowo Hardjawana, Khaled B. Letaief:
Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection. CoRR abs/2205.10620 (2022) - [i36]Lei Xie, Shenghui Song:
Networked Sensing with AI-Empowered Environment Estimation: Exploiting Macro-Diversity and Array Gain in Perceptive Mobile Networks. CoRR abs/2205.11331 (2022) - [i35]Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief:
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. CoRR abs/2205.15805 (2022) - [i34]Ho Man Kwan, Shenghui Song:
SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling. CoRR abs/2207.11511 (2022) - [i33]Xin Zhang, Shenghui Song:
Asymptotic Mutual Information Analysis for Double-scattering MIMO Channels: A New Approach by Gaussian Tools. CoRR abs/2207.12709 (2022) - [i32]Xin Zhang, Shenghui Song:
Secrecy Analysis for IRS-aided Wiretap MIMO Communications: Fundamental Limits and System Design. CoRR abs/2209.00392 (2022) - [i31]Yifan Ma, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback. CoRR abs/2209.01436 (2022) - [i30]Xin Zhang, Shenghui Song:
Second-Order Coding Rate of Quasi-Static Rayleigh-Product MIMO Channels. CoRR abs/2210.08832 (2022) - [i29]Wentao Yu, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief:
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation. CoRR abs/2211.07985 (2022) - [i28]Yifan Ma, Wentao Yu, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning. CoRR abs/2211.15079 (2022) - [i27]Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled B. Letaief:
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation. CoRR abs/2211.15939 (2022) - 2021
- [j33]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Cell-Free Massive MIMO for 6G Wireless Communication Networks. J. Commun. Inf. Networks 6(4): 321-335 (2021) - [j32]Xiangwang Hou, Jingjing Wang, Zhengru Fang, Xin Zhang, Shenghui Song, Xudong Zhang, Yong Ren:
Machine-Learning-Aided Mission-Critical Internet of Underwater Things. IEEE Netw. 35(4): 160-166 (2021) - [c39]Hengtao He, Hanqing Wang, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO. GLOBECOM 2021: 1-6 - [c38]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. GLOBECOM 2021: 1-6 - [c37]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. MeditCom 2021: 252-257 - [i26]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Hierarchical Quantized Federated Learning: Convergence Analysis and System Design. CoRR abs/2103.14272 (2021) - [i25]Xin Zhang, Xianghao Yu, Shenghui Song, Khaled B. Letaief:
Large-scale IRS-aided MIMO over Double-scattering Channel: An Asymptotic Approach. CoRR abs/2104.06125 (2021) - [i24]Yifei Shen, Jun Zhang, Shenghui Song, Khaled B. Letaief:
AI Empowered Resource Management for Future Wireless Networks. CoRR abs/2106.06178 (2021) - [i23]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation. CoRR abs/2108.01529 (2021) - [i22]Hengtao He, Hanqing Wang, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO. CoRR abs/2108.07498 (2021) - [i21]Xin Zhang, Shenghui Song:
Bias for the Trace of the Resolvent and Its Application on Non-Gaussian and Non-centered MIMO Channels. CoRR abs/2108.09643 (2021) - [i20]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Learn to Communicate with Neural Calibration: Scalability and Generalization. CoRR abs/2110.00272 (2021) - [i19]Linping Qu, Shenghui Song, Chi-Ying Tsui:
FedDQ: Communication-Efficient Federated Learning with Descending Quantization. CoRR abs/2110.02291 (2021) - [i18]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Cell-Free Massive MIMO for 6G Wireless Communication Networks. CoRR abs/2110.07309 (2021) - [i17]Hengtao He, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach. CoRR abs/2111.14022 (2021) - [i16]Xin Zhang, Xianghao Yu, Shenghui Song:
Outage and Finite-SNR DMT Analysis for IRS-aided MIMO Systems: How Large IRSs Need to Be? CoRR abs/2111.15123 (2021) - [i15]Lei Xie, Peilan Wang, Shenghui Song, Khaled B. Letaief:
Perceptive Mobile Network with Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing. CoRR abs/2112.14391 (2021) - 2020
- [c36]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. GLOBECOM (Workshops) 2020: 1-6 - [c35]Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
Client-Edge-Cloud Hierarchical Federated Learning. ICC 2020: 1-6 - [i14]Yifan Ma, Yifei Shen, Xianghao Yu, Jun Zhang, Shenghui Song, Khaled B. Letaief:
A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems. CoRR abs/2008.00769 (2020)
2010 – 2019
- 2019
- [j31]Shenghui Song, Marco Antonelli, Tony W. K. Fung, Brandon D. Armstrong, Amy Chong, Albert Lo, Bertram E. Shi:
Developing and Assessing MATLAB Exercises for Active Concept Learning. IEEE Trans. Educ. 62(1): 2-10 (2019) - [c34]Hongyu Yang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps. WCNC 2019: 1-6 - [i13]Hongyu Yang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Connectivity-Aware UAV Path Planning with Aerial Coverage Maps. CoRR abs/1905.05926 (2019) - [i12]Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Edge-Assisted Hierarchical Federated Learning with Non-IID Data. CoRR abs/1905.06641 (2019) - 2018
- [j30]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization. IEEE Trans. Wirel. Commun. 17(8): 5592-5605 (2018) - [i11]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization. CoRR abs/1806.04069 (2018) - 2017
- [j29]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility-Aware Caching in D2D Networks. IEEE Trans. Wirel. Commun. 16(8): 5001-5015 (2017) - [j28]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems. IEEE Trans. Wirel. Commun. 16(9): 5994-6009 (2017) - [c33]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility increases the data offloading ratio in D2D caching networks. ICC 2017: 1-6 - [i10]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems. CoRR abs/1702.00892 (2017) - [i9]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility Increases the Data Offloading Ratio in D2D Caching Networks. CoRR abs/1702.05880 (2017) - 2016
- [j27]Lu Yang, Shenghui Song, Khaled Ben Letaief:
Optimal Overlay Cognitive Spectrum Access With F-ALOHA in Macro-Femto Heterogeneous Networks. IEEE Trans. Wirel. Commun. 15(2): 1323-1335 (2016) - [j26]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI. IEEE Trans. Wirel. Commun. 15(11): 7594-7609 (2016) - [c32]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems. GLOBECOM 2016: 1-6 - [c31]Changming Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Selective uplink training for massive MIMO systems. ICC 2016: 1-6 - [c30]Xi Peng, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Cache size allocation in backhaul limited wireless networks. ICC 2016: 1-6 - [c29]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
QoS-aware joint mode selection and channel assignment for D2D communications. ICC 2016: 1-6 - [i8]Xi Peng, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Cache Size Allocation in Backhaul Limited Wireless Networks. CoRR abs/1602.08728 (2016) - [i7]Changming Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Selective Uplink Training for Massive MIMO Systems. CoRR abs/1602.08857 (2016) - [i6]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications. CoRR abs/1602.08908 (2016) - [i5]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Mobility-Aware Caching in D2D Networks. CoRR abs/1606.05282 (2016) - [i4]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Optimal QoS-Aware Channel Assignment in D2D Communications with Partial CSI. CoRR abs/1608.08014 (2016) - [i3]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems. CoRR abs/1609.06027 (2016) - [i2]Shenghui Song, Marco Antonelli, Tony W. K. Fung, Brandon D. Armstrong, Amy Chong, Albert Lo, Bertram E. Shi:
Developing and Assessing MATLAB Exercises for Active Concept Learning. CoRR abs/1610.07129 (2016) - 2015
- [j25]Yu Liu, Jizhong Duan, Shaochu Wang, Shenghui Song:
Interface MB-Based Video Content Editing Transcoding. IEEE Trans. Circuits Syst. Video Technol. 25(2): 261-274 (2015) - [c28]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications. GLOBECOM 2015: 1-6 - [c27]Lu Yang, Shenghui Song, Khaled Ben Letaief:
Jointly optimal spectrum deployment and cognitive access for ase maximization of macro-femto HetNets. ICC Workshops 2015: 100-105 - [c26]Chang Li, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Analysis of area spectral efficiency and link reliability in multiuser MIMO HetNets. ICC 2015: 2839-2844 - 2014
- [j24]Shenghui Song, Q. T. Zhang, Khaled Ben Letaief:
Selective Relay-Activation for Conditional DF Relaying. IEEE Trans. Commun. 62(3): 888-899 (2014) - [j23]Xiang Chen, Shenghui Song, Khaled Ben Letaief:
Interference Alignment in Dual-Hop MIMO Interference Channel. IEEE Trans. Wirel. Commun. 13(3): 1274-1283 (2014) - [c25]Yuyi Mao, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Joint link selection and relay power allocation for energy harvesting relaying systems. GLOBECOM 2014: 2568-2573 - [c24]Lu Yang, Shenghui Song, Khaled Ben Letaief:
Cognitive spectrum access in macro-femto heterogeneous networks. GLOBECOM 2014: 4269-4274 - [c23]Lu Yang, Shenghui Song, Khaled Ben Letaief:
Cognitive spectrum access in two-tier femtocell networks. ICC 2014: 5354-5359 - [c22]Rui Wang, Jun Zhang, Shenghui Song, Khaled Ben Letaief:
Average throughput analysis of downlink cellular networks with multi-antenna base stations. PIMRC 2014: 1892-1896 - 2013
- [j22]Gan Zheng, Shenghui Song, Kai-Kit Wong, Björn E. Ottersten:
Cooperative Cognitive Networks: Optimal, Distributed and Low-Complexity Algorithms. IEEE Trans. Signal Process. 61(11): 2778-2790 (2013) - [j21]Shenghui Song, Mazen O. Hasna, Khaled Ben Letaief:
Prior Zero Forcing for Cognitive Relaying. IEEE Trans. Wirel. Commun. 12(2): 938-947 (2013) - [j20]Shenghui Song, Ali F. Almutairi, Khaled Ben Letaief:
Outage-Capacity Based Adaptive Relaying in LTE-Advanced Networks. IEEE Trans. Wirel. Commun. 12(9): 4778-4787 (2013) - [c21]Shenghui Song, J. Zhong, Khaled Ben Letaief:
Achievable Diversity Gain of Interference Channel. WCNC 2013: 3072-3076 - [c20]H. Li, M. W. Liu, Shenghui Song, Khaled Ben Letaief:
Optimality of amplify-and-forward based two-way relaying. WCNC 2013: 3715-3719 - 2012
- [j19]Shenghui Song, Khaled Ben Letaief:
System Design, DMT Analysis, and Penalty for Non-Coherent Relaying. IEEE Trans. Commun. 60(9): 2489-2498 (2012) - [j18]Xiang Chen, Shenghui Song, Khaled Ben Letaief:
Relay Position Optimization Improves Finite-SNR Diversity Gain of Decode-and-Forward MIMO Relay Systems. IEEE Trans. Commun. 60(11): 3311-3321 (2012) - [c19]Shenghui Song, Xiang Chen, Khaled Ben Letaief:
Achievable diversity gain of K-user interference channel. ICC 2012: 4197-4201 - [c18]Shenghui Song, Q. T. Zhang, Khaled Ben Letaief:
Selective water-filling for decode-and-forward cooperative systems. SPAWC 2012: 409-413 - [c17]Xiang Chen, Shenghui Song, Khaled Ben Letaief:
Interference alignment in MIMO interference relay channels. WCNC 2012: 630-634 - [c16]Chang Li, Shenghui Song, Jun Zhang, Khaled Ben Letaief:
Maximizing energy efficiency in wireless networks with a minimum average throughput requirement. WCNC 2012: 1130-1134 - [i1]Gan Zheng, Shenghui Song, Kai-Kit Wong, Björn E. Ottersten:
Cooperative Cognitive Networks: Optimal, Distributed and Low-Complexity Algorithms. CoRR abs/1204.2651 (2012) - 2011
- [j17]Shenghui Song, Khaled Ben Letaief:
Diversity Analysis for Linear Equalizers over ISI Channels. IEEE Trans. Commun. 59(9): 2414-2423 (2011) - [j16]Shenghui Song, Guoliang Chen, Khaled Ben Letaief:
Localized or Interleaved? A Tradeoff between Diversity and CFO Interference in Multipath Channels. IEEE Trans. Wirel. Commun. 10(9): 2829-2834 (2011) - [c15]Shenghui Song, Khaled Ben Letaief:
Prior Zero-Forcing for Relaying Primary Signals in Cognitive Network. GLOBECOM 2011: 1-5 - [c14]Shenghui Song, Khaled Ben Letaief:
Achieving Space Diversity with Non-Coherent AF Relaying. ICC 2011: 1-5 - [c13]Guoliang Chen, Shenghui Song, Khaled Ben Letaief:
A low-complexity precoding scheme for PAPR reduction in SC-FDMA systems. WCNC 2011: 1358-1362 - 2010
- [j15]Shenghui Song, Karama Hamdi, Khaled Ben Letaief:
Spectrum sensing with active cognitive systems. IEEE Trans. Wirel. Commun. 9(6): 1849-1854 (2010) - [j14]Dian-Wu Yue, Q. T. Zhang, Shenghui Song:
Capacity of Correlated MISO Channels with Correlated Co-channel Interference and Noise. Wirel. Pers. Commun. 55(2): 253-263 (2010) - [c12]Xiang Chen, Shenghui Song, Khaled Ben Letaief:
Transmit and Cooperative Beamforming in Multi-Relay Systems. ICC 2010: 1-5
2000 – 2009
- 2009
- [j13]Shenghui Song, Qi Tu Zhang:
Mutual Information of Multipath Channels with Imperfect Channel Information. IEEE Trans. Commun. 57(5): 1523-1531 (2009) - [j12]Jiangyuan Li, Q. T. Zhang, Shenghui Song:
Optimization of transmit-beam number and power allocation for generic correlated MIMO rayleigh channels. IEEE Trans. Commun. 57(8): 2255-2259 (2009) - [j11]Shenghui Song, Keith Q. T. Zhang:
Design collaborative systems with multiple AF-relays for asynchronous frequency-selective fading channels. IEEE Trans. Commun. 57(9): 2808-2817 (2009) - [j10]Shenghui Song, Keith Q. T. Zhang:
Input-distribution optimization for channels with estimation errors. IEEE Trans. Commun. 57(12): 3533-3537 (2009) - [j9]Shenghui Song, Q. T. Zhang:
Optimal decoder for channels with estimation errors. IEEE Trans. Wirel. Commun. 8(6): 2795-2800 (2009) - [c11]Yeuk Lam Hsieh, Shenghui Song, Qi Tu Zhang:
Active Sensing for Cognitive Radio. VTC Fall 2009 - 2008
- [j8]Q. T. Zhang, Shenghui Song:
A Systematic Procedure for Accurately Approximating Lognormal-Sum Distributions. IEEE Trans. Veh. Technol. 57(1): 663-666 (2008) - [j7]Shenghui Song, Q. T. Zhang:
CDMA-PPM for UWB Impulse Radio. IEEE Trans. Veh. Technol. 57(2): 1011-1020 (2008) - [j6]Shenghui Song, Q. T. Zhang:
Multi-Dimensional Detector for UWB Ranging Systems in Dense Multipath Environments. IEEE Trans. Wirel. Commun. 7(1): 175-183 (2008) - [j5]Shenghui Song, Q. T. Zhang:
TH-CDMA-PPM with Noncoherent Detection for Low Rate WPAN. IEEE Trans. Wirel. Commun. 7(2): 446-451 (2008) - [c10]Shenghui Song, Q. T. Zhang:
Capacity of Wireless Systems with Channel Estimation Errors. ICC 2008: 966-970 - 2007
- [j4]Q. T. Zhang, Shenghui Song:
Exact Expression for the Coherence Bandwidth of Rayleigh Fading Channels. IEEE Trans. Commun. 55(7): 1296-1299 (2007) - [j3]Shenghui Song, Q. T. Zhang:
Dimension-Diversity Receiver for the Detection of UWB Signals. IEEE Trans. Veh. Technol. 56(4): 2226-2234 (2007) - [c9]Shenghui Song, Keith Q. T. Zhang:
Multi-template Detection of UWB Ranging Signals in Dense Multipath Environments. ICC 2007: 4134-4139 - [c8]Keith Q. T. Zhang, Shenghui Song:
Exact Coherence Bandwidth of Rayleigh Fading Channels. PIMRC 2007: 1-4 - [c7]Shenghui Song, Keith Q. T. Zhang:
Noncoherent Detection of TH-CDMA-PPM Signals for Low Rate WPAN. WCNC 2007: 1745-1750 - [c6]Feng Li, Keith Q. T. Zhang, Shenghui Song:
Efficient Optimization of Input Covariance Matrix for MISO in Correlated Rayleigh Fading. WCNC 2007: 1926-1930 - 2006
- [j2]Q. T. Zhang, Shenghui Song:
Eigen-Based Receivers for the Detection of Random UWB Signals. IEEE Trans. Commun. 54(7): 1184-1189 (2006) - [c5]Q. T. Zhang, X. Y. Zhao, Y. X. Zeng, Shenghui Song:
Efficient Estimation of Fast Fading OFDM Channels. ICC 2006: 4601-4605 - [c4]Shenghui Song, Q. T. Zhang:
Dimension Diversity for the Enhancement of UWB Signal Detection. VTC Spring 2006: 1450-1454 - [c3]Q. T. Zhang, Shenghui Song:
Model Selection and Estimation for Lognormal Sums in Pearson's Framework. VTC Spring 2006: 2823-2827 - 2005
- [j1]Q. T. Zhang, Shenghui Song:
Parsimonious correlated nonstationary models for real baseband UWB data. IEEE Trans. Veh. Technol. 54(2): 447-455 (2005) - [c2]Keith Q. T. Zhang, Shenghui Song:
UWB signal detection using eigen-based receiver. ICC 2005: 2867-2871 - 2004
- [c1]Q. T. Zhang, Shenghui Song:
Parsimonious correlated nonstationary models for real UWB data. ICC 2004: 3419-3423
Coauthor Index
Khaled Ben Letaief
aka: Khaled B. Letaief
aka: Khaled B. Letaief
[j49] [c72] [c70] [c69] [c68] [c67] [i72] [i67] [i65] [j46] [j45] [j41] [j40] [j39] [c60] [c59] [c58] [c55] [c52] [i58] [i54] [i49] [i48] [i44] [i43] [i42] [j35] [j34] [c46] [c45] [c43] [c42] [c40] [i39] [i38] [i37] [i35] [i31] [i29] [i28] [i27] [j33] [c39] [c38] [c37] [i26] [i25] [i24] [i23] [i22] [i20] [i18] [i17] [i15] [c36] [c35] [i14] [c34] [i13] [i12] [j30] [i11] [j29] [j28] [c33] [i10] [i9] [j27] [j26] [c32] [c31] [c30] [c29] [i8] [i7] [i6] [i5] [i4] [i3] [c28] [c27] [c26] [j24] [j23] [c25] [c24] [c23] [c22] [j21] [j20] [c21] [c20] [j19] [j18] [c19] [c18] [c17] [c16] [j17] [j16] [c15] [c14] [c13] [j15] [c12]
[j49] [c72] [c70] [c69] [c68] [c67] [i72] [i67] [i65] [j45] [j41] [j40] [c60] [c59] [c58] [c55] [c52] [i58] [i54] [i49] [i48] [i44] [i43] [i42] [j35] [c46] [c45] [c43] [c42] [i39] [i38] [i37] [i31] [i29] [i28] [i27] [j33] [c39] [c38] [c37] [i26] [i24] [i23] [i22] [i20] [i18] [i17] [c36] [c35] [i14] [c34] [i13] [i12] [j30] [i11] [j29] [j28] [c33] [i10] [i9] [j26] [c32] [c31] [c30] [c29] [i8] [i7] [i6] [i5] [i4] [i3] [c28] [c26] [c25] [c22] [c16]
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