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Volume 29 Issue 2
Jan.  2011
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Qiu Tian-shuang, Yang Zhi-chun, Li Xiao-bing, Chen Yan-xia. A Weighted Average Least p-Norm Algorithm under Alpha Stable Noise Conditions[J]. Journal of Electronics & Information Technology, 2007, 29(2): 410-413. doi: 10.3724/SP.J.1146.2005.00818
Citation: Qiu Tian-shuang, Yang Zhi-chun, Li Xiao-bing, Chen Yan-xia. A Weighted Average Least p-Norm Algorithm under Alpha Stable Noise Conditions[J]. Journal of Electronics & Information Technology, 2007, 29(2): 410-413. doi: 10.3724/SP.J.1146.2005.00818

A Weighted Average Least p-Norm Algorithm under Alpha Stable Noise Conditions

doi: 10.3724/SP.J.1146.2005.00818
  • Received Date: 2005-07-11
  • Rev Recd Date: 2006-02-20
  • Publish Date: 2007-02-19
  • This paper introduces a new adaptive filtering algorithm under the -stable noise conditions, which is obtained by minimizing the weighted average p-norm of error function. Two new versions of momentum LMP algorithm can be derived from the proposed one. Computer simulations on the channel equalization under the -stable noise conditions show that the proposed algorithms provide better estimation performance than those of the existing LMP algorithm.
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