Wavelet analysis techniques in analytical chemistry

Author: Lu Xiaoquan / Liu Hongde (editors)
Publisher:
Publish Date: 2006-01-01
Features: The application of wavelet analysis technology in analytical chemistry extends the reach of analytical chemistry, injecting new vitality into the field. The authors are among the first in China to introduce wavelet analysis into analytical chemistry. Based on their own research, they reviewed a large number of domestic and international literature on wavelet analysis before compiling this book. The book introduces the applications of wavelet analysis technology in analytical chemistry, which has rapidly emerged and is widely used in recent years. It includes the basic principles and algorithms of wavelet analysis and Fourier analysis, wavelet methods for analyzing overlapping signals, wavelet neural networks, the application of continuous wavelet transform, as well as other applications of wavelet analysis in analytical chemistry. Each chapter of the book explains the principles from algorithms (including some programs) to applications, with detailed, accessible, and popular descriptions, avoiding complex mathematical derivations as much as possible. This book can provide valuable references for analytical chemists, especially for those in chemometrics. It is suitable as a textbook for master's and doctoral students in analytical chemistry studying wavelet analysis, and can also be referenced by other researchers.