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
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;
Conference_Titel :
Electrical Engineering (ICEE), 2010 18th Iranian Conference on
Conference_Location :
Isfahan, Iran
Print_ISBN :
978-1-4244-6760-0
DOI :
10.1109/IRANIANCEE.2010.5507069