Study of the transform domain model combination adaptive filter
Yuan, Yue
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https://hdl.handle.net/2142/115907
Description
Title
Study of the transform domain model combination adaptive filter
Author(s)
Yuan, Yue
Issue Date
2022-07-22
Director of Research (if dissertation) or Advisor (if thesis)
Radhakrishnan, Chandrasekhar
Department of Study
Electrical & Computer Eng
Discipline
Electrical & Computer Engr
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
M.S.
Degree Level
Thesis
Keyword(s)
Adaptive Filter
Model Combination
Abstract
In this thesis, we studied the model combination of adaptive filters to improve the fault tolerance of adaptive filters. The classic adaptive filter structure and algorithm is presented. The concept of model combination and transform domain adaptive filters and their contribution to fault tolerance of a system using adaptive filters is studied.
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