TY - JOUR
T1 - Set-membership Affine Projection Algorithm with Selective Regressors
AU - Xiaoli Zhang and Yongquan Fan
JO - Journal of Information and Computing Science
VL - 3
SP - 218
EP - 222
PY - 2024
DA - 2024/01
SN - 7
DO - http://doi.org/
UR - https://global-sci.org/intro/article_detail/jics/22645.html
KW - set-membership filtering
KW -  affine projection
KW -  data-selective
KW -  system identification 

AB -  In this letter, the concept of set-membership filtering (SMF) is extended to the affine projection 
algorithm  with  selective  regressors  (SR-APA),  a  novel  set-membership  SR-APA  (SM-SR-APA)  is 
established.  The  proposed  algorithm  exhibits  superior  performance  with  significant  reduction  in  overall 
computational  complexity  due  to  data-selective  step  size.  The  usefulness  of  the  proposed  algorithms  was 
demonstrated through simulations.