Projection Methods for Improved Performance in Adaptive Systems

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.

Name thesis:degree_name

Ph.D.

Level thesis:degree_level

Dissertation

Discipline thesis:degree_discipline

Electrical Engineering

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2015

Author dc:creator

• Soni, Robert Atmaram

Contributors dc:contributor

• Jenkins, W. Kenneth

• Engineering, System Science

Language dc:language

eng

Identifier

(MiAaPQ)AAI9921735

OAI identifier oai:identifier

oai:www.ideals.illinois.edu:2142/81286