This textbook introduces sparse and redundant representations with a focus on applications in signal and image processing. The theoretical and numerical foundations are tackled before the applications are discussed. Mathematical modeling for signal sources is discussed along with how to use the proper model for tasks such as denoising,...

Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.

*Ideal module text for courses in artificial...

Phase-Locked Loops for Wireless Communications: Digitial, Analog and Optical Implementations, Second Edition presents a complete tutorial of phase-locked loops from analog implementations to digital and optical designs. The text establishes a thorough foundation of continuous-time analysis techniques and maintains a consistent notation as...

This book contains revised contributions by the speakers of the 1st IEEE Workshop on Wireless Communication Circuits and Systems, held in Lucerne, Switzerland, from June 22-24, 1998. The aim of the workshop was to demonstrate the vast expertise of the CAS Society in the area of circuit and system design to the rapidly growing field of...

The objective of the second edition of this book is to introduce statistical data mining concepts, describe methods in statistical data mining from sampling to decision trees, demonstrate the features of user-friendly data mining SAS tools and, above all, allow the book users to download compiled data mining SAS (Version 9.0 and...

Indeed, this volume...

This book is intended to serve the needs of individuals and information systems pro- fessionals who are interested in learning more about networking technologies, but who may have little or no background in this subject matter. In the first edition of this book, the materials were originally designed to help individuals prepare for Microsoft...

Understanding Digital Signal Processing, Third Edition, is quite simply the best resource for engineers and other technical professionals who want to master and apply today’s latest DSP...

Embedded computer systems are electronic systems that include a microcomputer to perform specific dedicated tasks. The computer is hidden inside these products. Embedded systems are ubiquitous. Every week millions of tiny computer chips come pouring out of factories like Freescale, Microchip, Philips, Texas Instruments, Silicon Labs,...

A variety of problems m machine learning and digital communication deal with complex but structured natural or artificial systems. Natural patterns mat we wish to automatically classify' are a consequence of a hierarchical causal physical process. Learning about the world m which we live requires mat we extract useful sensor)'...