Set-membership NLMS algorithm based on bias-compensated and regression noise variance estimation for noisy inputs

Kaili Yin, Haiquan Zhao, Lu Lu

The bias-compensated set-membership normalised LMS (BCSMNLMS) algorithm is proposed based on the concept of set-membership filtering, which incorporates the bias-compensation techn…