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  • 标题:Wavelet Packet Transform-Based Algorithm for Mixing Matrix Estimation
  • 本地全文:下载
  • 作者:Zhang, Yujie ; Peng, Huiming ; Li, Hongwei
  • 期刊名称:Journal of Computers
  • 印刷版ISSN:1796-203X
  • 出版年度:2012
  • 卷号:7
  • 期号:11
  • 页码:2605-2611
  • DOI:10.4304/jcp.7.11.2605-2611
  • 语种:English
  • 出版社:Academy Publisher
  • 摘要:The sparsity of signals in their transformed domain is widely used for under-determined blind source separation. The most challenging task of under-determined BSS is to estimate the mixing matrix. In this paper, a new cost function is proposed to detect the sparsest sub-band. Samples in the sub-band can be used to estimate the mixing matrix. Finally some numerical experiments are performed to evaluate the effectiveness of the proposed algorithm.
  • 关键词:under-determined blind source separation;sparse component separation;wavelet packet transform;k-means clustering
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