Title :
Convex combination for TDLMS adaptive filters
Author_Institution :
Department of Control Science and Engineering, Harbin Institute of Technology, China
Abstract :
In this paper, transform domain LMS (TDLMS) and TDLMS based on decomposition technology (TDLMS-DT) are mixed together by so-called convex combination approach to achieve relatively fast convergence speed and low steady-state performance. The simulation results confirm the efficiency of the proposed algorithm.
Keywords :
"Adaptive filters","Convergence","Filtering algorithms","Transforms","Steady-state","Signal processing algorithms","Algorithm design and analysis"
Conference_Titel :
Estimation, Detection and Information Fusion (ICEDIF), 2015 International Conference on
DOI :
10.1109/ICEDIF.2015.7280195
