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Matrix-monotonic optimization - Part II: Multi-variable optimization Journal article
IEEE Transactions on Signal Processing, 2021,Volume: 69,Page: 179-194
Authors:  Xing,Chengwen;  Wang,Shuai;  Chen,Sheng;  Ma,Shaodan;  Poor,H. Vincent;  Hanzo,Lajos
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matrix-monotonic optimization  MIMO  multiple matrix-variate optimizations  
Matrix-Monotonic Optimization-Part I: Single-Variable Optimization Journal article
IEEE Transactions on Signal Processing, 2021,Volume: 69,Page: 738-754
Authors:  Xing,Chengwen;  Wang,Shuai;  Chen,Sheng;  Ma,Shaodan;  Poor,H. Vincent;  Hanzo,Lajos
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majorization theory  Matrix-monotonic optimization  optimal structures  transceiver optimization  
A Unified Framework of Non-Orthogonal Pilot Design for Multi-Cell Massive MIMO Systems Journal article
IEEE Transactions on Communications, 2020,Volume: 68,Issue: 12,Page: 7623-7633
Authors:  Wu,Yue;  Ma,Shaodan;  Gu,Yuantao
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linearized ADMM  Massive MIMO  non-orthogonal pilot design  pilot contamination  
Large System Analysis of Downlink MISO-NOMA System via Regularized Zero-Forcing Precoding with Imperfect CSIT Journal article
IEEE Communications Letters, 2020,Volume: 24,Issue: 11,Page: 2454-2458
Authors:  Zhang,Jun;  Zhu,Yongxu;  Ma,Shaodan;  Li,Xiao;  Wong,Kai Kit
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imperfect CSI  NOMA  regularized zero-forcing precoding  user clustering  
Multi-head Attention Networks for Nonintrusive Load Monitoring Conference paper
ICSPCC 2020 - IEEE International Conference on Signal Processing, Communications and Computing, Proceedings
Authors:  Lin,Nan;  Zhou,Binggui;  Yang,Guanghua;  Ma,Shaodan
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Energy disaggregation  Multi-head attention  Neural network  NILM  
Outage Performance Analysis of Full-Correlated Rayleigh MIMO Channels Conference paper
2020 IEEE/CIC International Conference on Communications in China, ICCC 2020
Authors:  Zhang,Huan;  Yang,Guanghua;  Shi,Zheng;  Ma,Shaodan;  Wang,Hong
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Asymptotic analysis  Mellin transform  MIMO  Outage probability  Spatial correlation  
Multi-Antenna Aided Secrecy Beamforming Optimization for Wirelessly Powered HetNets Journal article
IEEE Transactions on Wireless Communications, 2020,Volume: 19,Issue: 8,Page: 5261-5277
Authors:  Gong,Shiqi;  Ma,Shaodan;  Xing,Chengwen;  Li,Yonghui;  Hanzo,Lajos
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outage-constrained SRM  Secrecy beamforming  wireless powered HetNets  worst-case SRM  
Robust Localization for Mixed LOS/NLOS Environments with Anchor Uncertainties Journal article
IEEE Transactions on Communications, 2020,Volume: 68,Issue: 7,Page: 4507-4521
Authors:  Li,Yunfei;  Ma,Shaodan;  Yang,Guanghua;  Wong,Kai Kit
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anchor node uncertainties  asymptotic minimum mean square error (MMSE)  Bayesian Cramer-Rao bound (BCRB)  mixed LOS/NLOS measurements  variational Bayesian localization (VBL)  
Fairness-Aware Intragroup Cooperative Transmission in Wireless Powered Communication Networks Journal article
IEEE Transactions on Vehicular Technology, 2020,Volume: 69,Issue: 6,Page: 6463-6472
Authors:  Mao,Zhi;  Hu,Fengye;  Sun,Dayang;  Ma,Shaodan;  Liu,Xiaolan
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intragroup cooperative transmission  user fairness  Wireless powered communication network  
Transmitter Design for Large Intelligent Surface-Assisted MIMO Wireless Communication with Statistical CSI Conference paper
2020 IEEE International Conference on Communications Workshops, ICC Workshops 2020 - Proceedings
Authors:  Zhang,Jun;  Liu,Jie;  Ma,Shaodan;  Wen,Chao Kai;  Jin,Shi
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