多天线信道信息反馈的矢量量化技术

J. Roh, B. Rao
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引用次数: 22

摘要

本文研究了有限速率反馈多天线系统中的矢量量化技术。对于MISO系统,我们引入了一种新的设计准则,并开发了相应的波束形成矢量量化迭代设计算法。对于复杂性有限的系统,还研究了树结构VQ方法,并与全搜索VQ方法进行了比较。该方法通过利用空间信息矩阵中的正交性的参数化方法和以顺序方式使用MISO方法扩展到MIMO信道。参数化方法也可用于开发一种有效的低复杂度方案来处理时变信道的量化。简要讨论了MIMO空间复用系统中波束形成矩阵反馈的矩阵量化方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Vector quantization techniques for multiple-antenna channel information feedback
This paper presents vector quantization (VQ) techniques in the context of multiple-antenna systems with finite-rate feedback. For MISO systems, we introduce a new design criterion and develop the corresponding iterative design algorithm for quantization of the beamforming vector. For complexity-limited systems, tree-structured VQ is also examined and compared with the full-search VQ method. The method is extended to MIMO channels by employing a parameterization method that exploits the orthonormality in the spatial information matrix and using the MISO approach in a sequential manner. The parameterization method can also be used to develop an effective low-complexity scheme to deal with quantization of time-varying channels. Also briefly discussed is a matrix quantization method for feeding back the beamforming matrix in MIMO spatial multiplexing systems.
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