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Recursive and trellis-based feedback reduction for MIMO-OFDM with rate-limited feedback

机译:具有速率限制反馈的MIMO-OFDM递归和基于网格的反馈减少

摘要

Techniques are provided for reducing feedback while maintaining performance in a MIMO-OFDM system. The disclosed techniques employ finite-rate feedback methods that uses vector quantization compression. The disclosed methods/techniques generally involve: receiving a plurality of symbols from a plurality of sub-carriers at a receiver; selecting a plurality of indices of codewords corresponding to a codebook of pre-coding weighting matrices for the sub-carriers based on vector quantization compression of the codewords; and transmitting the selected indices over a wireless channel to a transmitter. Finite state vector quantization feedback makes use of a finite state vector quantizer (FSVQ), which is a recursive vector quantizer (VQ) with a finite number of states. In finite state vector quantization feedback, optimal precoding matrices (beamforming vectors) are selected sequentially across subcarriers. In a trellis-based feedback method, the optimal precoding matrices are selected at the same time for all subcarriers by searching for the optimum choice of matrices along a trellis using the Viterbi algorithm (dynamic programming).
机译:提供了在保持MIMO-OFDM系统中的性能的同时减少反馈的技术。所公开的技术采用使用矢量量化压缩的有限速率反馈方法。所公开的方法/技术通常包括:在接收机处从多个子载波接收多个符号;基于所述码字的矢量量化压缩,选择与所述子载波的预编码加权矩阵的码书对应的多个码字的索引;通过无线信道将选择的索引发送到发射机。有限状态矢量量化反馈利用了有限状态矢量量化器(FSVQ),它是状态数量有限的递归矢量量化器(VQ)。在有限状态向量量化反馈中,跨子载波顺序选择最佳预编码矩阵(波束形成向量)。在基于网格的反馈方法中,通过使用维特比算法(动态规划)搜索沿网格的矩阵的最佳选择,从而为所有子载波同时选择最佳预编码矩阵。

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