Introduction to Spectral Analysis
Author | : Petre Stoica |
Publisher | : Pearson Education |
Total Pages | : 358 |
Release | : 1997 |
ISBN-10 | : UOM:39015049346268 |
ISBN-13 | : |
Rating | : 4/5 (68 Downloads) |
Book excerpt: This book presents an introduction to spectral analysis that is designed for either course use or self-study. Clear and concise in approach, it develops a firm understanding of tools and techniques as well as a solid background for performing research. 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.