Adaptive Filtering Algorithms and Practical Implementation /

• Main Author: Diniz, Paulo S. R. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Boston, MA : Springer US : Imprint: Springer, 2013.
• Edition: 4th ed. 2013.
• Subjects: Engineering.; Computer engineering.; Telecommunication.; Systems engineering.; Signal, Image and Speech Processing.; Circuits and Systems.; Communications Engineering, Networks.; Electrical Engineering.; Control.
• Online Access: View fulltext via EzAccess

In the fourth edition of Adaptive Filtering: Algorithms and Practical Implementation,�author Paulo S.R. Diniz�presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner. The main classes of adaptive filtering algorithms are presented in a...

Table of Contents:

• Introduction 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.