Modern Spectrum Analysis of Time Series: Fast Algorithms and Error Control Techniques - Hardcover

Naidu, Prabhakar S.

 
9780849324642: Modern Spectrum Analysis of Time Series: Fast Algorithms and Error Control Techniques
Hardcover
ISBN 10: 0849324645 ISBN 13: 9780849324642
Verlag: CRC Press Inc, 1995

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.

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Über die Autorin bzw. den Autor

Naidu\, Prabhakar S.

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Verlag
CRC Press Inc
Erscheinungsdatum
1995
Sprache
Englisch
ISBN 10 
0849324645
ISBN 13 
9780849324642
Einband
Gebundene Ausgabe
Anzahl der Seiten
399
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Verantwortliche Person
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