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Introduction to Spectral Analysis

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Home » Books » Science » Mathematics » Statistics » General

Introduction to Spectral Analysis

By Petre Stoica, Randolph L. Moses

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Format: Paperback / softback, 319 pages
Other Information: bibliography, references
Published In: United States, 24 February 1997
Appropriate for a first course on Spectral Analysis at the graduate or advanced undergraduate level. This text presents an introduction to spectral analysis that is designed for either course use or self-study. Clear and concise in approach, it covers both classical and modern approaches of spectral analysis. Topics covered include nonparametric spectrum analysis (both periodogram- based approaches and filter-bank approaches), parametric spectral analysis using rational spectral models (AR, MA, and ARMA models), parametric method for line spectra, and spatial (array) signal processing. Analytical and Matlab-based computer exercises are included to develop both analytical skills and hands-on experience.

Table of Contents

1. Basic Concepts. 2. Nonparametric Methods. 3. Parametric Methods for Rational Spectra. 4. Parametric Methods for Line Spectra. 5. Filter Bank Methods. 6. Spatial Methods. Appendix A: Linear Algebra and Matrix Analysis Tools. Appendix B: Cramer-Rao Bound Tools. Bibliography. References Grouped by Subject. Subject Index.

EAN: 9780132584197
ISBN: 0132584190
Publisher: Pearson US Imports & PHIPEs
Dimensions: 23.24 x 17.53 x 1.83 centimetres (0.67 kg)
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