Study of the transform domain model combination adaptive filter

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.

Name thesis:degree_name

M.S.

Level thesis:degree_level

Thesis

Discipline thesis:degree_discipline

Electrical & Computer Engr

Grantor

University of Illinois at Urbana-Champaign

Year dc:date

2022

Author dc:creator

• Yuan, Yue

Contributors dc:contributor

• Radhakrishnan, Chandrasekhar

• Adaptive Filter
• Model Combination

Statement dc:rights

• Copyright 2022 Yue Yuan

Language dc:language

en, eng

Handle dc:identifier

https://hdl.handle.net/2142/115907

OAI record oai:identifier

https://www.ideals.illinois.edu/oai-pmh?verb=GetRecord&metadataPrefix=etdms&identifier=oai%3Awww.ideals.illinois.edu%3A2142%2F115907