Research Catalog

Title

Higher-order statistical signal processing / editors Boualem Boashash, Edward J. Powers, Abdelhak M. Zoubir.

Publication

Melbourne : Longman Cheshire ; New York : Wiley, 1995.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Boashash, Boualem.
• Powers, Edward J.
• Zoubir, Abdelhak M.

Description

x, 531 pages : illustrations; 24 cm

Summary

Higher-Order Statistical Signal Processing brings together some most recent innovations in the field of higher-order statistical signal processing. It is structured to provide a comprehensive understanding of the fundamentals of the discipline, as well as a treatment of recent advances.

Subject

Signal processing > Statistical methods

Bibliography (note)

• Includes bibliographical references (p. [491]-527) and index.

Contents

• I. Fundamentals. 1. Introduction to Higher-order Statistical Signal Processing and Its Applications. 2. Theoretical Foundations of Higher-order Statistical Signal Processing and Polyspectra. 3. The Sensitivity of High-order Parameter Estimation to Additive Gaussian Noise. 4. A Time-frequency Perspective of Higher-order Spectra as a Tool for Non-stationary Signal Analysis. 5. A New Trial on Higher-order Statistical Signal Processing Based on Bayesian Digital Filter for Nonlinear, Non-Gaussian, and Non-stationary Acoustic Systems. 6. On Amplitude Modulated Time Series, Higher-order Statistics and Cyclostationarity -- II. Applications. 7. Estimation of Volterra Kernels via Higher-order Statistical Signal Processing. 8. Applications of Higher-order Spectra to Cubic System Identification and Nonlinear Distortion Estimation. 9. Application of Higher-order Spectra to the Analysis and Detection of Knock in Combustion Engines.
• 10. Applications of Higher-order Spectra to Parametric and Time-scale Processes in Machinery Diagnostics. 11. Applications of Higher-order Statistics to Aircraft Aeroelastic Stability and Fluid-structural Interactions. 12. A Review of Polyspectral Measurements and Analysis of Nonlinear and Parametric Interactions During Transition to Turbulence. 13. Applications of High-order Statistical Signal Processing to Radar. 14. Complex Modulation and Bispectral Analysis of Radar Signals. 15. Using Higher-order Spectra for the Analysis of Chaotic Systems.

ISBN

• 047023458X (Wiley)
• 0582800773 (Longman)

LCCN

94023195

OCLC

ocm31009690

Owning Institutions

Columbia University Libraries