By
Kutluyil Dogancay, University of South Australia
Description
Partial-update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations,
but can also improve adaptive filter performance in telecommunications applications. This book gives state-of-the-art methods for the
design and development of partial-update adaptive signal processing algorithms for use in systems development.
Partial-Update
Adaptive Signal Processing provides a comprehensive coverage of key partial updating schemes, giving detailed information on
the theory and applications of acoustic and network echo cancellation, channel equalization and multiuser detection. It also examines
convergence and stability issues for partial update algorithms, providing detailed complexity analysis and a unifying treatment of partial-update
techniques.
Features:
• Advanced analysis and design tools
• Application examples illustrating the use of partial-update adaptive
signal processing
• MATLAB codes for developed algorithms
This unique reference will be of interest to signal processing and communications
engineers, researchers, R&D engineers and graduate students.
"This is a very systematic and methodical treatment of an adaptive signal
processing topic, of particular significance in power limited applications such as in wireless communication systems and smart ad hoc
sensor networks. I am very happy to have this book on my shelf, not to gather dust, but to be consulted and used in my own research and
teaching activities" – Professor A. G. Constantinides, Imperial College, London
About the author:
Kutluyil Dogançay
is an associate professor of Electrical Engineering at the University of South Australia. His research interests span statistical and
adaptive signal processing and he serves as a consultant to defence and private industry. He was the Signal Processing and Communications
Program Chair of IDC Conference 2007, and is currently chair of the IEEE South Australia Communications and Signal Processing Chapter.
Audience:
Signal processing systems engineers,R&D engineers,university applied researchers and postgraduate students.
