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  • 标题:On Diagonal Loading for Robust Adaptive Beamforming Based on Worst-Case Performance Optimization
  • 本地全文:下载
  • 作者:Lin, Jing-Ran ; Peng, Qi-Cong ; Shao, Huai-Zong
  • 期刊名称:ETRI Journal
  • 印刷版ISSN:1225-6463
  • 电子版ISSN:2233-7326
  • 出版年度:2007
  • 卷号:29
  • 期号:1
  • 页码:50-58
  • 语种:English
  • 出版社:Electronics and Telecommunications Research Institute
  • 摘要: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.
  • 关键词:Robust adaptive beamforming (RABF);optimal diagonal loading;worst-case performance optimization;performance analysis
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