For graduate-level courses in Adaptive Controls and Adaptive Filters.
This exploration of the analysis of the behavior of Adaptive Signal Processing (ASP) algorithms discusses general methods of algorithm construction and general methods of algorithm analysis.
"synopsis" may belong to another edition of this title.
This exploration of the analysis of the behaviour of Adaptive Signal Processing (ASP) algorithms discusses general methods of algorithm construction and general methods of algorithm analysis. The text introduces ASP through its applications, shows how to construct ASP algorithms, and gives detailed global stability and performance analysis in both deterministic and stochastic settings. It also explores deterministic stability analysis by means of averaging methods and treats stochastic stability and performance by averaging methods.
"About this title" may belong to another edition of this title.
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