QRD-RLS Adaptive Filtering

• Corporate Author: SpringerLink (Online service)
• Other Authors: Apolinr̀io, Jos ̌Antonio. (Editor)
• Format: Electronic
• Language: English
• Published: Boston, MA : Springer US, 2009.
• Subjects: Engineering.; Control engineering systems.; Computer engineering.; Telecommunication.; Electrical Engineering.; Control , Robotics, Mechatronics.; Communications Engineering, Networks.; Signal, Image and Speech Processing.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-0-387-09734-3

QRD-RLS Adaptive Filtering covers some of the most recent developments as well as the basic concepts for a complete understanding of the QRD-RLS-based adaptive filtering algorithms. It presents this research with a clear historical perspective which highlights the underpinning theory and common moti...

Table of Contents:

• QR Decomposition: An Annotated Bibliography
• Introduction to Adaptive Filters
• Conventional and Inverse QRD-RLS Algorithms
• Fast QRD-RLS Algorithms
• QRD Least-Squares Lattice Algorithms
• Multichannel Fast QRD-RLS Algorithms
• Householder-Based RLS Algorithms
• Numerical Stability Properties
• Finite and Infinite Precision Properties of QRD-RLS Algorithms
• On Pipelined Implementations of QRD-RLS Adaptive Filters
• Weight Extraction of Fast QRD-RLS Algorithms
• Linear Constrained QRD-Based Algorithm.