学術雑誌論文 A Low-Complexity LS Turbo Channel Estimation Technique for MU-MIMO Systems

Takano, Yasuhiro  ,  Su, Hsuan-Jung

25 ( 5 )  , pp.710 - 714 , 2018-05 , Institute of Electrical and Electronics Engineers (IEEE)
ISSN:1070990815582361
内容記述
Turbo channel estimation algorithms can improve estimation accuracy in multiuser (MU)-multi-input multi-output (MIMO) systems. However, the conventional least squares (LS) turbo channel estimation technique based on the maximum likelihood (ML) approach is difficult to be performed in large MU-MIMO systems since it requires a cubic complexity order O(κ3 NT3 NR3) for a system constant κ and numbers of NT-transmit and NR-receive antennas. This is because the conventional technique computes inversion of a covariance matrix whose size is proportional to κNTNR. We propose a new low-complexity LS estimation technique that requires a complexity order O(κ3 NT3) only by utilizing algebraic property on the covariance matrix. Simulation results shown in this letter verify that the proposed technique significantly reduces processing time without sacrificing the estimation performance.
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http://www.lib.kobe-u.ac.jp/repository/90004876.pdf

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