有限反馈MIMO波束形成系统的有效码字搜索算法

Yang Zhang, Zheng Zhou, Yuhang Jia, Bin Li, Zhichao Qin
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引用次数: 0

摘要

针对有限反馈MIMO波束形成系统,提出了一种有效的码字搜索算法。给定一个预定义的码本,就计算复杂度而言,识别最佳波束形成码字很容易变得低效。为了降低码字搜索过程中的计算复杂度,我们提出了一种新的(离线)预处理方案,该方案规定了有效搜索的可行条件。通过利用距离的三角不等式原理,我们开发了一个有希望的踢出条件,以避免在输入向量的非最优码字存在时计算弦距离。数值实验结果表明,与传统的穷举搜索相比,本文提出的算法的计算量大大减少。
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Efficient codeword search algorithm for limited feedback MIMO beamforming systems
We present an efficient codeword search algorithm for limited feedback MIMO beamforming systems. Given a predefined codebook, identifying the best beamforming codeword may easily become inefficient in terms of computational complexity. To reduce the computational complexity during the codeword searching process, we propose a novel (off-line) preprocessing scheme, which specifies the feasible condition for efficient searching. By exploiting the triangle inequality principle for distance, we develop a promising kick-out condition to avoid computing the chordal distance in the presence of non-optimal codewords of the input vector. Numerical experimental results have shown that the computational burden of our proposed algorithm has been significantly reduced compared with the traditional exhaustive search.
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