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Robust Variable Step-Size Affine Projection SAF Algorithm against Impulsive Noises
- Authors
- Jeon, Jae-Hyeon; Nam, Sang Won
- Issue Date
- May-2018
- Publisher
- IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
- Keywords
- adaptive filter; robust variable step-size; affine projection; sub-band adaptive filter
- Citation
- IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, v.E101A, no.5, pp.844 - 847
- Indexed
- SCIE
SCOPUS
- Volume
- E101A
- Number
- 5
- Start Page
- 844
- End Page
- 847
- ISSN
- 1745-1337
- Abstract
- In this Letter, a robust variable step-size affine-projection subband adaptive filter algorithm (RVSS-APSAF) is proposed, whereby a band-dependent variable step-size is introduced to improve convergence and misalignment performances in impulsive noise environments. Specifically, the weight vector is adaptively updated to achieve robustness against impulsive noises. Finally, the proposed RVSS-APSAF algorithm is tested for system identification in an impulsive noise environment.
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