Wavelets and Multi-Resolution Analysis
A Signal Processing Approach
Buch in deiner Nähe kaufen
Beschreibung
This book provides a comprehensive overview of wavelets starting from the fundamentals of signal analysis using wavelets, to cutting edge technologies like optimum wavelet design for specific applications. To introduce different concepts the authors have used narrative and real world examples with illustrative drawings that enable the reader to visualise the concepts. The book features a mathematical tool for analysing signals with variable resolution in the time and frequency domain. The authors have used simple, innovative and illustrative methods and examples for explaining different concepts. The Matlab programs, included in each chapter, help to give insights into various engineering problems in signal processing. This book can be used by practicing researchers, engineers, and undergraduate or postgraduate level students for computer science and allied courses.
- Introduces the basic concepts of wavelets and multi-resolution analysis using real world examples;
- Includes current research in the field along with specific examples from audio processing;
- Features technologies like optimum wavelet design for specific applications.
This book provides a comprehensive overview of wavelets starting from the fundamentals of signal analysis using wavelets, to cutting edge technologies like optimum wavelet design for specific applications. To introduce different concepts the authors have used narrative and real world examples with illustrative drawings that enable the reader to visualise the concepts. The book features a mathematical tool for analysing signals with variable resolution in the time and frequency domain. The authors have used simple, innovative and illustrative methods and examples for explaining different concepts. The Matlab programs, included in each chapter, help to give insights into various engineering problems in signal processing. This book can be used by practicing researchers, engineers, and undergraduate or postgraduate level students for computer science and allied courses.
Introduces the basic concepts of wavelets and multi-resolution analysis using real world examples Includes current research in the field along with specific examples from audio processing Features technologies like optimum wavelet design for specific applications
Autor*in
M S Sinith
Themen in »Wavelets and Multi-Resolution Analysis«
Analysis filter Continuous Wavelet Transform Evolutionary Algorithms Genetic Algorithm Particle Swarm Optimization Uncertainty principle Video Compression Wavelet transform