Efficient search algorithms for adaptive filtering

• Main Author: Zhao, Cheng.
• Other Authors: Abeysekera, Saman S.
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/4022
• Institution: Nanyang Technological University

The performances of various adaptive filtering algorithms are evaluated based on their convergence rate, computational requirements, misadjustment, and numerical robustness. Improvements to the performance of adaptive filters by using new adaptation algorithms and by the use of recursive structures are reported in the thesis.