Masters Theses
Abstract
"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.
Advisor(s)
Grant, Steven L.
Committee Member(s)
Kosbar, Kurt Louis
Moss, Randy Hays, 1953-
Department(s)
Electrical and Computer Engineering
Degree Name
M.S. in Electrical Engineering
Publisher
Missouri University of Science and Technology
Publication Date
Fall 2015
Pagination
x, 78 pages
Note about bibliography
Includes bibliographical references (page 77).
Rights
© 2015 Rakesh Vijayakumar, All rights reserved.
Document Type
Thesis - Open Access
File Type
text
Language
English
Subject Headings
Kalman filtering
Adaptive filters
Echo suppression (Telecommunication) -- Computer simulation
Adaptive signal processing -- Mathematical models
Thesis Number
T 10804
Electronic OCLC #
936209564
Recommended Citation
Vijayakumar, Rakesh, "A subband Kalman filter for echo cancellation" (2015). Masters Theses. 7484.
https://scholarsmine.mst.edu/masters_theses/7484