A new family of concurrent algorithms for adaptive Volterra and linear filters

Authors
Chaturvedi, AK Sharma, G
Citation
Ak. Chaturvedi et G. Sharma, A new family of concurrent algorithms for adaptive Volterra and linear filters, IEEE SIGNAL, 47(9), 1999, pp. 2547-2551
Citations number
9
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
47
Issue
9
Year of publication
1999
Pages
2547 - 2551
Database
ISI
SICI code
1053-587X(199909)47:9<2547:ANFOCA>2.0.ZU;2-4
Abstract
A novel idea for introducing concurrency in LS adaptive algorithms by sacri ficing optimality has been proposed. The resultant class of algorithms prov ides schemes to fill the wide gap in the convergence rates of LS and SG alg orithms. It will be particularly useful in the realtime implementations of large-order linear and Volterra filters for which both the LS and SG algori thms are unsuited.