Introduction to spectral analysis
著者
書誌事項
Introduction to spectral analysis
Prentice Hall, c1997
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注記
Includes bibliographical references (p. 299-308) and index
内容説明・目次
内容説明
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.
目次
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.
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