• Title/Summary/Keyword: Robust adaptive beamforming (RABF)

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On Diagonal Loading for Robust Adaptive Beamforming Based on Worst-Case Performance Optimization

  • Lin, Jing-Ran;Peng, Qi-Cong;Shao, Huai-Zong
    • ETRI Journal
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    • v.29 no.1
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    • pp.50-58
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    • 2007
  • Robust adaptive beamforming based on worst-case performance optimization is investigated in this paper. It improves robustness against steering vector mismatches by the approach of diagonal loading. A closed-form solution to optimal loading is derived after some approximations. Besides reducing the computational complexity, it shows how different factors affect the optimal loading. Based on this solution, a performance analysis of the beamformer is carried out. As a consequence, approximated closed-form expressions of the source-of-interest power estimation and the output signalto-interference-plus-noise ratio are presented in order to predict its performance. Numerical examples show that the proposed closed-form expressions are very close to their actual values.

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