DocumentCode :
2315007
Title :
Affine projection algorithm with coefficient vector reusing
Author :
Cho, Hyeonwoo ; Jeon, Yong-ju ; Choi, Doo-chul ; Kim, Sang Woo
fYear :
2009
fDate :
6-9 May 2009
Firstpage :
1148
Lastpage :
1150
Abstract :
The recently proposed normalized least mean squares algorithm reuses estimated past coefficient vectors for the finite impulse response model and effectively reduces the misadjustment. The affine projection algorithm, which is an extension of the normalized least mean squares algorithm, generally suffers from relatively high misadjustment in the steady state. To decrease the misadjustment, we adopt the method of reusing the past coefficient vectors for the normalized least mean squares algorithm to the affine projection algorithm. Through computer simulations, we show the effect and performance of the affine projection algorithm which uses the coefficient vector reusing.
Keywords :
affine transforms; least mean squares methods; affine projection algorithm; coefficient vector reusing; finite impulse response; normalized least mean squares algorithm; Adaptive filters; Communication channels; Computer simulation; Convergence; Finite impulse response filter; Least mean square algorithms; Minimization methods; Projection algorithms; Steady-state; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2009. ECTI-CON 2009. 6th International Conference on
Conference_Location :
Pattaya, Chonburi
Print_ISBN :
978-1-4244-3387-2
Electronic_ISBN :
978-1-4244-3388-9
Type :
conf
DOI :
10.1109/ECTICON.2009.5137247
Filename :
5137247
Link To Document :
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