Signal Analysis and Prediction (Applied and Numerical Harmonic Analysis)

Prochazka, Ales/ etc./ Uhlir, J.

Birkhauser Verlag AG（1998/07発売）

• 製本 Hardcover:ハードカバー版／ページ数 515 p.
• 言語 ENG
• 商品コード 9783764340421
• DDC分類 621.3822

Full Description

This text is based on a selection of topics presented at the First European Conference on Signal Analysis and Prediction that took place in Prague, Czech Republic, 24-27 June 1997. It consists of four parts: signal analysis; signal identification and modelling; signal prediction; and applications. The main purpose of the first three parts of the text is to provide current information concerning: methods of time-frequency and time-scale signal analysis; higher order statistics in signal processing; selected methods of signal identification; the Bayesian approach to signal modelling and classification; nonlinear modelling by neural networks, fuzzy-ruled based systems; and methods of signal prediction and noise reduction. The final section covers signal analysis and modelling for speech recognition in noisy environments, bio-medical signal processing, and environmental signal analysis and modelling.

Contents

Part 1 Signal analysis. Part 2 Signal identification and modelling. Part 3 Signal prediction. Part 4 Speech and biomedical signal processing.