Partial-Update Adaptive Signal Processing

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Adaptive signal processing is the key enabling technology for a wide range of household and industrial electronic devices. Most of the electronic gadgets that are an integral part of our daily lives, such as mobile phones, ADSL (asynchronous digital subscriber loop) modems, broadband wireless access and digital TV, owe their existence to adaptive signal processing. In large complex systems, such as telecommunications networks, adaptive signal processing plays a crucial role in enhancing signal quality by removing undesirable deleterious effects of noise. However, the implementation of complex adaptive signal processing algorithms is very draining on a system's power. Engineers, therefore, are looking for any means to reduce the complexity while still maintaining the system performance provided by the algorithms. There is a strong interest in partial update adaptive signal processing algorithms as they reduce the complexity of normal algorithms while still providing as strong an increase in system performance. This book is the first book to give state-of-art methods, together with applications, for the design and development of partial update adaptive signal processing algorithms for use in systems development.