Lixiang Lian

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Channel Estimation

Information Bottleneck

Top Venues

IEEE Trans. Signal Process.

Publications

Ronghua Peng, Peng Gao, Jing You, Lixiang Lian
Multi-User Localization and Tracking with Spatiotemporal Correlation in Multi-RIS-Assisted Systems. CoRR (2024)
Shicheng Hu, Lixiang Lian, Hua Qian, Kai Kang, Mingqi Li
Blind Multi-Level MAP Detection With Phase Noise Compensation in MIMO-OFDM Systems. IEEE Trans. Commun. 72 (3) (2024)
Jiaqi Jiang, Lixiang Lian, Tao Yu, Qi Shi, Shunqing Zhang, Xiaojing Chen, Vincent K. N. Lau
A Novel Dual-Driven Channel Estimation Scheme for Spatially Non-Stationary Fading Environments. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Yihan Xu, Lixiang Lian
Channel Estimation Based on Contrastive Feature Learning with Few Labeled Samples. SPAWC (2023)
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks. CoRR (2023)
Peng Gao, Lixiang Lian, Jinpei Yu
Cooperative ISAC With Direct Localization and Rate-Splitting Multiple Access Communication: A Pareto Optimization Framework. IEEE J. Sel. Areas Commun. 41 (5) (2023)
Lixiang Lian, Ben Wang
Regularized Deep Generative Model Learning for Real-Time Massive MIMO Channel Tracking. ICASSP (2023)
Peng Gao, Lixiang Lian, Jinpei Yu
Efficiency of Spatial Correlation for Multi-RIS-Assisted Multi-User Direct Localization. ICC (2023)
Jiaqi Cao, Lixiang Lian, Yijie Mao, Bruno Clerckx
Adaptive CSI Feedback with Hidden Semantic Information Transfer. ICASSP (2023)
Shaoming Huang, Pengfei Zhang, Yijie Mao, Lixiang Lian, Youlong Wu, Yuanming Shi
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design. ICC Workshops (2022)
Qiheng Lu, Lixiang Lian
-Norm Maximization. CoRR (2022)
Ben Wang, Lixiang Lian
Online Compressive Channel Learning Using Untrained Deep Generative Model. VTC Spring (2022)
Pan Fang, Lixiang Lian
Spatial Feature Aided Optimal Compressive Phase Training and Channel Estimation in Massive MIMO Systems with RIS. ICC (2022)
Jiaqi Cao, Lixiang Lian
Information Bottleneck Based Joint Feedback and Channel Learning in FDD Massive MIMO Systems. GLOBECOM (2022)
Peng Gao, Lixiang Lian, Jinpei Yu
Wireless Area Positioning in RIS-Assisted mmWave Systems: Joint Passive and Active Beamforming Design. IEEE Signal Process. Lett. 29 (2022)
Peng Gao, Lixiang Lian, Jinpei Yu
Optimal Passive Beamforming for Cooperative Localization with RIS-Assisted mmWave Systems. WCNC (2022)
Kangchun Zhao, Yijie Mao, Zhaohui Yang, Lixiang Lian, Bruno Clerckx
Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying. ISWCS (2022)
Kangchun Zhao, Yijie Mao, Zhaohui Yang, Lixiang Lian, Bruno Clerckx
Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying. CoRR (2022)
Lixiang Lian, Vincent K. N. Lau
Configuration Optimization and Channel Estimation in Hybrid Beamforming mmWave Systems With Channel Support Side Information. IEEE Trans. Signal Process. 68 (2020)
An Liu, Lixiang Lian, Vincent Lau, Guanying Liu, Min-Jian Zhao
Cloud-Assisted Cooperative Localization for Vehicle Platoons: A Turbo Approach. IEEE Trans. Signal Process. 68 (2020)
Lixiang Lian, Vincent K. N. Lau
Compressive Channel Estimation in mmWave Systems with Flexible Hybrid Beamforming Architecture. ICC (2020)
An Liu, Guanying Liu, Lixiang Lian, Vincent K. N. Lau, Min-Jian Zhao
Robust Recovery of Structured Sparse Signals With Uncertain Sensing Matrix: A Turbo-VBI Approach. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Lixiang Lian, An Liu, Vincent K. N. Lau
Exploiting Dynamic Sparsity for Downlink FDD-Massive MIMO Channel Tracking. IEEE Trans. Signal Process. 67 (8) (2019)
Guanying Liu, An Liu, Lixiang Lian, Vincent K. N. Lau, Min-Jian Zhao
Sparse Bayesian Inference Based Direct Localization for Massive MIMO. VTC Fall (2019)
Lixiang Lian, An Liu, Vincent K. N. Lau
User Location Tracking in Massive MIMO Systems via Dynamic Variational Bayesian Inference. IEEE Trans. Signal Process. 67 (21) (2019)
Lixiang Lian, An Liu, Vincent K. N. Lau
Weighted LASSO for Sparse Recovery With Statistical Prior Support Information. IEEE Trans. Signal Process. 66 (6) (2018)
An Liu, Lixiang Lian, Vincent K. N. Lau, Xiaojun Yuan
Downlink Channel Estimation in Multiuser Massive MIMO With Hidden Markovian Sparsity. IEEE Trans. Signal Process. 66 (18) (2018)
Lixiang Lian, An Liu, Vincent K. N. Lau
Optimal-Tuned Weighted LASSO for Massive MIMO Channel Estimation with Limited RF Chains. GLOBECOM (2017)
An Liu, Vincent K. N. Lau, Michael L. Honig, Lixiang Lian
Compressive RF training and channel estimation in massive MIMO with limited RF chains. ICC (2017)