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Channel feedback quantization for high data rate MIMO systems
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DOI：10.1109/TWC.2006.256951.png)
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In this work, we study a multiple-input multiple-output (MIMO) wireless system where the channel state information is partially available at the transmitter through a feedback link. Based on singular value decomposition, the MIMO channel is split into independent sub-channels. Effective feedback of the required spatial channel information entails efficient quantization/encoding of a unitary matrix. We propose two schemes for quantizing unitary matrices via Givens rotations and examine the performance for a scenario where the rates allocated to the sub-channels are selected according to their corresponding gains. Numerical results show that the proposed schemes offer a significant performance improvement as compared to that of MIMO systems without feedback, with a negligible increase in the complexity.
Keyword:
MIMO wireless systems
singular value decomposition
Givens decomposition
matrix quantization
期刊
IF:
10.7
论文数:
1.3W
被引数:
5.3W
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