Joint Frequency Offset and Channel Estimation for Distributed MIMO in Time-Varying Channels

被引:1
作者
Song, Lijun [1 ]
Kong, Zhaofu [2 ]
Luo, Yang [2 ]
Li, Yinze [2 ]
Chen, Xiao [2 ]
Lei, Xia [2 ]
Jin, Maozhu [3 ]
机构
[1] Chengdu Univ Informat Technol, Chengdu 610225, Peoples R China
[2] Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, Chengdu 610054, Peoples R China
[3] Sichuan Univ, Sch Business, Chengdu 610065, Peoples R China
来源
APPLIED MATHEMATICS & INFORMATION SCIENCES | 2014年 / 8卷 / 06期
基金
美国国家科学基金会;
关键词
Joint frequency offset and channel estimation; EM; distributed MIMO; time-varying; SYNCHRONIZATION;
D O I
10.12785/amis/080659
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, the joint estimation of frequency offsets and channel for distributed MIMO system in time-varying channel is discussed. We assume that each pair of transmit and receive antennas has a different frequency offset. We promote the multi-parameter estimation based on expectation conditional maximization (ECM) and space-alternating generalized expectation-maximization (SAGE) for a MIMO system operating under a flat-fading environment to the multi-parameter estimation using EM algorithm for distributed MIMO systems in time-varying channel. Theoretical analysis and simulation results indicate that the improvement can well compensate for the performance loss caused by time-variability and achieve good performance for time-varying distributed MIMO systems
引用
收藏
页码:3175 / 3182
页数:8
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