LTE系统中基于fft的低复杂度分组码本搜索算法

Yi-Hsuan Lin, Cheng-Zhou Zhan, Chun-Yuan Chu, A. Wu
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引用次数: 0

摘要

基于码本的预编码是在有限带宽反馈链路上提高LTE系统性能的一种有效技术。在各种预编码器选择标准中,只有互信息选择标准(MI-SC)和误码率选择标准(BER-SC)适用于传输最大传输数据流数的码本,即方形码本。然而,在LTE系统中,当发射天线数量和子流数量最大时,MI-SC和BER-SC的计算量很大。本文提出了一种适用于方形码本的低复杂度分组fft预编码器选择准则。利用预编码矩阵的关系对LTE码本进行分割,并利用FFT方案减少矩阵反转和矩阵乘法的次数。复杂度分析表明,与直接实现和低复杂度协因子方案相比,所提方案能够在不造成性能损失的情况下降低约80%的计算复杂度[10]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Low-Complexity Grouping FFT-Based Codebook Searching Algorithm in LTE System
The codebook-based precoding is an effective technique to enhance the performance of LTE system over a limited-bandwidth feedback link. Among various precoder selection criteria, only mutual information selection criterion (MI-SC) and bit error rate selection criterion (BER-SC) are applicable to the codebook which is essential for the maximum number of transmitted data streams transmission, i.e. square codebook. However, MI-SC and BER-SC are computationally intensive when the number of transmit antennas and the number of sub streams are largest in LTE system. In this paper, we propose a low-complexity grouping FFT-based precoder selection criterion which is suitable for square codebook. We use the relation of precoding matrices to partition LTE codebook, and the FFT scheme is utilized to reduce the number of matrix inversions and matrix multiplications. The complexity analysis shows that the proposed scheme is able to reduce about 80% computational complexity without any performance loss compared with direct implementation and low-complexity cofactor scheme [10].
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