Modern Spectrum Analysis of Time Series

Naidu, Prabhakar S.

ISBN 10: 0849324645 / ISBN 13: 9780849324642

Verlag: CRC-Press, 1995

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Inhaltsangabe:

Spectrum analysis can be considered as a topic in statistics as well as a topic in digital signal processing (DSP). This book takes a middle course by emphasizing the time series models and their impact on spectrum analysis.
The text begins with elements of probability theory and goes on to introduce the theory of stationary stochastic processes. The depth of coverage is extensive. Many topics of concern to spectral characterization of Gaussian and non-Gaussian time series, scalar and vector time series are covered. A section is devoted to the emerging areas of non-stationary and cyclostationary time series.
The book is organized more as a textbook than a reference book. Each chapter includes many examples to illustrate the concepts described. Several exercises are included at the end of each chapter. The level is appropriate for graduate and research students.

Über die Autorin bzw. den Autor: Naidu\, Prabhakar S.

Bibliografische Details

Titel: Modern Spectrum Analysis of Time Series
Verlag: CRC-Press
Erscheinungsdatum: 1995
Einband: Hardcover
Zustand: good