Introduction to Spectral Analysis
Published on 24. February 1997
Book
Paperback/Softback
319 pages
978-0-13-258419-7 (ISBN)
Description
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.
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.
More details
Language
English
Place of publication
United States
Publishing group
Pearson Education (US)
Target group
College/higher education
Dimensions
Height: 180 mm
Width: 235 mm
Thickness: 25 mm
Weight
562 gr
ISBN-13
978-0-13-258419-7 (9780132584197)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Content
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.
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.