Robust Technology with Analysis of Interference in Signal Processing

ISBN-13: 9781461349204 / Angielski / Miękka / 2012 / 199 str.

Telman Aliev

Opis

Robust Technology with Analysis of Interference in Signal Processing discusses for the first time the theoretical fundamentals and algorithms of analysis of noise as an information carrier. On their basis the robust technology of noisy signals processing is developed. This technology can be applied to solving the problems of control, identification, diagnostics, and pattern recognition in petrochemistry, energetics, geophysics, medicine, physics, aviation, and other sciences and industries. The text explores the emergent possibility of forecasting failures on various objects, in conjunction with the fact that failures follow the hidden microchanges revealed via interference estimates. This monograph is of interest to students, postgraduates, engineers, scientific associates and others who are concerned with the processing of measuring information on computers.

Recenzje

"T.A. Aliev obtains important results on interference analysis of noisy signals. They offer great possibilities and prospects for solving numerous problems of statistical analysis while not fulfilling the known classical conditions. His results on interference analysis are completely unexpected and of great practical importance."
(K.A. Pupkov, Moscow State Technical University)

Spis treści

Acknowledgements. Preface. 1. Needs in development of statistical analysis technology. 2. Robust methods for determining estimates of statistical characteristics. 3. Robust technology of correlation analysis. 4. Robust technology for improving correlation matrix stipulation and identification adequacy. 5. Robust technology of harmonic analysis. 6. Position-binary technology of cyclic processes of statistical analysis. 7. Algorithms and technology of analysis interference as information carrier. 8. Application of robust technology for solving problems of control, diagnostics and forecasting. References. Index.