Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6958211 | Signal Processing | 2016 | 18 Pages |
Abstract
A novel adaptive filter combining the affine projection algorithm (APA) and the affine projection sign algorithm (APSA) is proposed using an impulsive noise indicator. This indicator is proposed to use the APA as the component filter in impulsive noise environments, and it is easily obtained with convex combination schemes. From this, the proposed algorithm achieves robustness against impulsive noise regardless of the convergence state. In addition, the proposed algorithm exhibits a fast convergence rate of the APA for various noise environments. Simulation results verify that the proposed algorithm adequately combines the advantages of the two component filters for system identification scenarios.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Seung Hun Kim, Jae Jin Jeong, Gyogwon Koo, Sang Woo Kim,