Projection Methods for Improved Performance in Adaptive Systems
Soni, Robert Atmaram
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https://hdl.handle.net/2142/81286
Description
Title
Projection Methods for Improved Performance in Adaptive Systems
Author(s)
Soni, Robert Atmaram
Issue Date
1999
Doctoral Committee Chair(s)
Jenkins, W. Kenneth
Department of Study
Electrical Engineering
Discipline
Electrical Engineering
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Engineering, System Science
Language
eng
Abstract
Further, there are parallel and serial methods for reusing the data. This allows the system designer even greater flexibility in the implementation of the adaptive system. These methods may be further enhanced by the use of acceleration techniques originally developed in a row-projection framework. Use of all these techniques is explored in a number of applications including system identification, channel equalization, two-dimensional adaptive processing, adaptive interference suppression, and adaptive fault tolerance. In each application, significant advantages were discovered to using the projection algorithms and framework.
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