"This thesis involves the implementation of a Kalman filter for the application of echo cancellation. This particular Kalman filter is implemented in the frequency domain, in subbands, so as to make it faster and of lesser calculational complexity for real time applications. To evaluate the functioning of this subband Kalman filter, comparison of the performance of the subband Kalman filter is done with respect to the original time domain Kalman filter, and also with other subband adaptive filters for echo cancellation such as the NLMS filter. Additionally, since background noise affects the working of any adaptive filter, the newly developed subband Kalman filter's performance at different noise conditions is compared, and an attempt to keep track of and predict this noise is also performed"--Abstract, page iii.
Grant, Steven L.
Kosbar, Kurt Louis
Moss, Randy Hays, 1953-
Electrical and Computer Engineering
M.S. in Electrical Engineering
Missouri University of Science and Technology
x, 78 pages
© 2015 Rakesh Vijayakumar, All rights reserved.
Thesis - Open Access
Library of Congress Subject Headings
Echo suppression (Telecommunication) -- Computer simulation
Adaptive signal processing -- Mathematical models
Electronic OCLC #
Vijayakumar, Rakesh, "A subband Kalman filter for echo cancellation" (2015). Masters Theses. 7484.