TY - JOUR
T1 - Set-Membership Affine Projection-Like Algorithm with Evolving Order
AU - Avalos Ochoa, Juan Gerardo
AU - Mendoza Guevara, Jonathan
AU - Serrano Orozco, Fernando Adan
AU - Avalos Arzate, Guillermo
N1 - Publisher Copyright:
© 2003-2012 IEEE.
PY - 2018/3
Y1 - 2018/3
N2 - In this paper, we apply the framework of set-membership filtering (SM) to the Affine Projection-Like algorithm (APL), aiming to decreasing the update rates and the computational complexity. In addition, we propose an evolutionary method that adjust the projection order in each iteration. The resulting algorithm is the Set-Membership Affine Projection-Like algorithm with evolving order. Simulation results demonstrate the efficiency of the algorithm in terms of good convergence behavior, final misadjustment, reduced number of updates and low computational burden.
AB - In this paper, we apply the framework of set-membership filtering (SM) to the Affine Projection-Like algorithm (APL), aiming to decreasing the update rates and the computational complexity. In addition, we propose an evolutionary method that adjust the projection order in each iteration. The resulting algorithm is the Set-Membership Affine Projection-Like algorithm with evolving order. Simulation results demonstrate the efficiency of the algorithm in terms of good convergence behavior, final misadjustment, reduced number of updates and low computational burden.
KW - Adaptive Filters
KW - Affine Projection-Like
KW - Affine Projections
KW - Set Membership Filtering
UR - http://www.scopus.com/inward/record.url?scp=85047141409&partnerID=8YFLogxK
U2 - 10.1109/TLA.2018.8358654
DO - 10.1109/TLA.2018.8358654
M3 - Artículo
SN - 1548-0992
VL - 16
SP - 770
EP - 776
JO - IEEE Latin America Transactions
JF - IEEE Latin America Transactions
IS - 3
ER -