Diffusion least-mean P-power algorithms for distributed estimation in alpha-stable noise environments

作者：Wen F^*

来源：Electronics Letters, 2013, 49(21): 1355-1356.

DOI：10.1049/el.2013.2331

• adaptive estimation
• impulse noise
• least mean squares methods
• signal processing
• diffusion least-mean P-power algorithm
• distributed estimation
• alpha-stable noise environment
• LMP algorithm
• least-mean square algorithm
• alpha-stable distribution

A diffusion least-mean P-power (LMP) algorithm is proposed for distributed estimation in alpha-stable noise environments, which is one of the widely used models that appears in various environments. Compared with the diffusion least-mean squares algorithm, better performance is obtained for the diffusion LMP methods when the noise is with alpha-stable distribution.

• 出版日期2013-10-10
• 单位南阳理工学院