http://repository.iitr.ac.in/handle/123456789/7998| Title: | A new family of concurrent algorithms for adaptive volterra and linear filters |
| Authors: | Chaturvedi, Ajit Kumar Sharma G. |
| Published in: | IEEE Transactions on Signal Processing |
| Abstract: | A novel idea for introducing concurrency in LS adaptive algorithms by sacrificing optimality has been proposed. The resultant class of algorithms provides schemes to fill the wide gap in the convergence rates of LS and SG algorithms. It will be particularly useful in the real-time implementations of large-order linear and Volterra filters for which both the LS and SG algorithms are unsuited. © 1999 IEEE. |
| Citation: | IEEE Transactions on Signal Processing (1999), 47(9): 2547-2551 |
| URI: | https://doi.org/10.1109/78.782201 http://repository.iitr.ac.in/handle/123456789/7998 |
| Issue Date: | 1999 |
| Keywords: | Adaptive filters Convergence rate Least mean square methods Least squares methods Parallel algorithms |
| ISSN: | 1053587X |
| Author Scopus IDs: | 9333507700 7202756992 |
| Author Affiliations: | Chaturvedi, A.K., Department of Electrical Engineering, Indian Institute of Technology, Kanpur, India Sharma, G., Department of Electrical Engineering, Indian Institute of Technology, Kanpur, India |
| Corresponding Author: | Chaturvedi, A.K.; Department of Electrical Engineering, Indian Institute of Technology, Kanpur, India; email: akc@iitk.ac.in |
| Appears in Collections: | Journal Publications [ECE] |
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