Mobile channel estimation for MU-MIMO systems using KL expansion based extrapolation

被引:0
|
作者
Donghua Chen1
2.Information and Communication College
机构
基金
中央高校基本科研业务费专项资金资助; 中国国家自然科学基金;
关键词
channel estimation; multiple input multiple output(MIMO); Karhunen-Loeve(KL) expansion; minimum mean square error(MMSE);
D O I
暂无
中图分类号
TN919.3 [数据传输技术];
学科分类号
0810 ; 081001 ;
摘要
In multi-user multiple input multiple output(MU-MIMO) systems,the outdated channel state information at the transmitter caused by channel time variation has been shown to greatly reduce the achievable ergodic sum capacity.A simple yet effective solution to this problem is presented by designing a channel extrapolator relying on Karhunen-Loeve(KL) expansion of timevarying channels.In this scheme,channel estimation is done at the base station(BS) rather than at the user terminal(UT),which thereby dispenses the channel parameters feedback from the UT to the BS.Moreover,the inherent channel correlation and the parsimonious parameterization properties of the KL expansion are respectively exploited to reduce the channel mismatch error and the computational complexity.Simulations show that the presented scheme outperforms conventional schemes in terms of both channel estimation mean square error(MSE) and ergodic capacity.
引用
收藏
页码:349 / 354
页数:6
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