Loading...
Mean-square performance analysis of the family of selective partial update and selective regressor affine projection algorithms
Esfand Abadi, M. S ; Sharif University of Technology | 2010
521
Viewed
- Type of Document: Article
- DOI: 10.1016/j.sigpro.2009.06.013
- Publisher: 2010
- Abstract:
- In this paper we present a general formalism for the establishment and mean-square performance analysis of the family of selective partial update affine projection (SPU-AP), selective regressor affine projection (SR-AP), and selective partial update subband adaptive filter (SPU-SAF) algorithms. This analysis is based on energy conservation arguments and does not need to assume a Gaussian or white distribution for the regressors. We demonstrate through simulations that the results are useful in predicting the performance of these adaptive filter algorithms
- Keywords:
- Adaptive filter ; Affine projection ; Mean-square performance ; Selective partial update ; Selective regressor ; Subband ; Adaptive algorithms ; Adaptive filters ; Electric filters ; Energy conservation ; Adaptive filtering
- Source: Signal Processing ; Volume 90, Issue 1 , 2010 , Pages 197-206 ; 01651684 (ISSN)
- URL: http://www.sciencedirect.com/science/article/pii/S0165168409002813?via%3Dihub