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Efficient codeword search algorithm for limited feedback MIMO beamforming systems

Communications and Information Technologies(2013)

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摘要
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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关键词
codeword searching process,predefined codebook,off-line preprocessing scheme,triangle inequality principle,search problems,array signal processing,computational complexity,beamforming codeword,mimo communication,efficient codeword search algorithm,kick-out condition,chordal distance,limited feedback mimo beamforming systems,nonoptimal codewords
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