Adaptive Filtering Algorithms and Practical Implementation /

• Main Author: Diniz, Paulo S. R. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2008.
• Subjects: Engineering.; Complexity, Computational.; Control engineering.; Robotics.; Mechatronics.; Electrical engineering.; Electronic circuits.; Signal, Image and Speech Processing.; Communications Engineering, Networks.; Circuits and Systems.; Control, Robotics, Mechatronics.; Complexity.; Electrical Engineering.

Adaptive Filtering: Algorithms and Practical Implementation, Third Edition, presents basic concepts of adaptive signal processing and filtering in a concise and straightforward manner. It concentrates on on-line algorithms whose adaptation occurs whenever a new sample of each environment signal is a...

Table of Contents:

• To Adaptive Filtering
• Fundamentals of Adaptive Filtering
• The Least-Mean-Square (LMS) Algorithm
• Lms-Based Algorithms
• Conventional Rls Adaptive Filter
• Data-Selective Adaptive Filtering
• Adaptive Lattice-Based Rls Algorithms
• Fast Transversal Rls Algorithms
• Qr-Decomposition-Based Rls Filters
• Adaptive Iir Filters
• Nonlinear Adaptive Filtering
• Subband Adaptive Filters
• Blind Adaptive Filtering.