DocumentCode
2980654
Title
A family of variable step-size affine projection adaptive filtering algorithms with selevtive partial update
Author
Abadi, Mohammad Shams Esfand ; Mehrdad, Vahid
Author_Institution
Dept. of Electr. Eng., Shahid Rajaee Univ., Tehran, Iran
fYear
2010
fDate
11-13 May 2010
Firstpage
237
Lastpage
243
Abstract
This paper presents a family variable step-size (VSS) affine projection (AP) adaptive filtering algorithms with selective partial updates (SPU). The presented algorithms have good convergence speed, low steady state mean square error (MSE), and low computational complexity features. We demonstrate the good performance of the proposed algorithms through simulations in system identification and acoustic echo cancellation scenarios.
Keywords
Adaptive filters; Computational complexity; Computational modeling; Convergence; Echo cancellers; Filtering algorithms; Mean square error methods; Steady-state; System identification; Variable structure systems; Adaptive filter; affine projection; component; selective partial update; variable step-size;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Engineering (ICEE), 2010 18th Iranian Conference on
Conference_Location
Isfahan, Iran
Print_ISBN
978-1-4244-6760-0
Type
conf
DOI
10.1109/IRANIANCEE.2010.5507069
Filename
5507069
Link To Document