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Novel antenna selection algorithm based on Tanimoto similarity 被引量:2

Novel antenna selection algorithm based on Tanimoto similarity
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摘要 A new antenna selection algorithm for multiple input multiple output (MIMO) wireless systems is proposed. The modified Tanimoto coefficient is used to compare the similarity of the rows/columns of the channel matrix. Based on the calculated similarity, the proposed algorithm chooses the antenna subset, which has the maximum product of dissimilarity and Frobenius norm. The proposed algorithm requires low computational complexity as to the optimal selection but with comparative outage capacity and average signal to noise ratio (SNR) performance. It can improve both the outage capacity and the average SNR as compared to random selection. The simulation results are shown to validate our algorithm. A new antenna selection algorithm for multiple input multiple output (MIMO) wireless systems is proposed. The modified Tanimoto coefficient is used to compare the similarity of the rows/columns of the channel matrix. Based on the calculated similarity, the proposed algorithm chooses the antenna subset, which has the maximum product of dissimilarity and Frobenius norm. The proposed algorithm requires low computational complexity as to the optimal selection but with comparative outage capacity and average signal to noise ratio (SNR) performance. It can improve both the outage capacity and the average SNR as compared to random selection. The simulation results are shown to validate our algorithm.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第3期624-627,共4页 系统工程与电子技术(英文版)
关键词 MIMO system antenna selection Tanimoto similarity outage capacity. MIMO system, antenna selection, Tanimoto similarity, outage capacity.
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参考文献12

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同被引文献28

  • 1任靖,李春平.最小距离分类器的改进算法——加权最小距离分类器[J].计算机应用,2005,25(5):992-994. 被引量:30
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