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The paper reports on investigations into the effect of spatial correlation on channel estimation and capacity of a multiple input multiple output (MIMO) wireless communication system. Least square (LS), scaled least square (SLS) and minimum mean square error (MMSE) methods are considered for estimating channel properties of a MIMO system using training sequences. The undertaken mathematical analysis reveals that the accuracy of the scaled least square (SLS) and minimum mean square error (MMSE) channel estimation methods are determined by the sum of eigenvalues of the channel correlation matrix. It is shown that for a fixed transmitted power to noise ratio (TPNR) assumed in the training mode, a higher spatial correlation has a positive effect on the performance of SLS and MMSE estimation methods. The effect of accuracy of the estimated Channel State Information (CSI) on MIMO system capacity is illustrated by computer simulations for an uplink case in which only the mobile station (MS) transmitter is surrounded by scattering objects.
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篇名 Investigations into the Effect of Spatial Correlation on Channel Estimation and Capacity of Multiple Input Multiple Output System
来源期刊 通讯、网络与系统学国际期刊(英文) 学科 工学
关键词 MIMO CHANNEL Estimation CHANNEL Capacity SPATIAL CORRELATION CHANNEL MODELLING
年,卷(期) 2009,(4) 所属期刊栏目
研究方向 页码范围 267-275
页数 9页 分类号 TN91
字数 语种
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研究主题发展历程
节点文献
MIMO
CHANNEL
Estimation
CHANNEL
Capacity
SPATIAL
CORRELATION
CHANNEL
MODELLING
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研究分支
研究去脉
引文网络交叉学科
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期刊影响力
通讯、网络与系统学国际期刊(英文)
月刊
1913-3715
武汉市江夏区汤逊湖北路38号光谷总部空间
出版文献量(篇)
763
总下载数(次)
1
总被引数(次)
0
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