.png){kind=icon}
.png){kind=icon}
Return
Steady-state Analysis and Improvements of the Partial-Decorrelation NLMS Algorithm
.png){kind=icon}
PRE
AI
Z
Y
DOI：10.1016/j.sigpro.2026.110680.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
• Propose a partial-decorrelation NLMS (PD-NLMS) algorithm for adaptive filtering • Provide detailed mean and mean-square analysis for PD-NLMS algorithm • Reveal the role of proportion control factor and step-size on algorithm performance • Develop a variable proportion control factor scheme for performance enhancement • Propose two improved variable partial-decorrelation NLMS algorithms
Keywords:
Partial-decorrelation NLMS
Adaptive filtering
Mean-square analysis
Proportion control factor
Variable step-size
Journal
IF:
3.6
Papers:
9.8K
Citations:
1.7W
Organization
Cited Papers