Introduction to Spectral Analysis

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. Basic Concepts -- Nonparametric Methods -- Parametric Methods For Rational Spectra -- Parametric Methods For Line Spectra -- Filter Bank Methods -- Spatial Methods Petre Stoica And Randolph L. Moses. Includes Bibliographical References And Index.