Title :
Robust adaptive feedback canceller based on modified pseudo affine projection algorithm
Author :
Lee, Keunsang ; Baik, Yong-hyun ; Park, Youngcheol ; Kim, Dongwook ; Sohn, Junil
Author_Institution :
Comput. & Telecomm. Eng. Div., Yonsei Univ., Wonju, South Korea
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
This paper presents an adaptive feedback cancellation (AFC) algorithm with robust and stable performance. The proposed algorithm is based on the pseudo affine projection (PAP) algorithm which approximates the affine projection (AP) with a complexity comparable to the NLMS. Direct application of the PAP to AFC, however, often exhibits instability because of the delayed estimate of the linear prediction (LP) coefficients. This problem is solved in the proposed algorithm by utilizing an inverse gain filter (IGF) before the update of adaptive filter and by estimating the LP coefficients from the input signal without delay. Simulation results confirmed robustness and stability of the proposed algorithm.
Keywords :
adaptive filters; hearing aids; medical signal processing; adaptive feedback cancellation algorithm; adaptive filter; hearing aids; inverse gain filter; linear prediction coefficient; modified pseudo-affine projection algorithm; robust adaptive feedback canceller; Adaptive filters; Delay; Frequency control; Hearing aids; Prediction algorithms; Robustness; Vectors; Algorithms; Feedback; Models, Theoretical;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090641