Variable step-size LMS algorithm with hybrid weight coefficients based on the Rayleigh distribution curve

Variable step-size LMS algorithm with hybrid weight coefficients based on the Rayleigh distribution curve

Due to the limitations of existing variable step-size LMS adaptive filtering algorithms in addressing convergence speed, tracking performance, and steady-state errors, a variable step-size LMS algorithm with hybrid weight coefficients based on the Rayleigh distribution curve was proposed. The impact...

Full description

Saved in:
Bibliographic Details
Main Authors: CHEN Dongwei, LIU Weidong, ZHANG Mingyi, JIN Mengzhe, FANG Qingyuan
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-03-01
Series:Tongxin xuebao
Subjects:
adaptive filtering
least mean square algorithm
Rayleigh distribution curve
hybrid weight coefficient
electromagnetic interference
Online Access:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2025033
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2025033

Similar Items