Blind channel identification via stochastic approximation: constant step-size algorithms

✍ Scribed by G. Yin; Han-Fu Chen

• Book ID: 104300461
• Publisher: Elsevier Science
• Year: 2002
• Tongue: English
• Weight: 141 KB
• Volume: 45
• Category: Article
• ISSN: 0167-6911
• DOI: 10.1016/s0167-6911(01)00193-1

✦ Synopsis

This work is devoted to the study of a class of recursive algorithms for blind channel identiÿcation. Using weak convergence methods, the convergence of the algorithm is obtained and the rate of convergence is ascertained. The technique discussed can also be used in the analysis of rates of convergence for decreasing step-size algorithms.