Model-Based Signal Processing

James V. Candy

  • 出版商: IEEE
  • 出版日期: 2005-08-01
  • 售價: $1,440
  • 貴賓價: 9.5$1,368
  • 語言: 英文
  • 頁數: 704
  • 裝訂: Hardcover
  • ISBN: 0471236322
  • ISBN-13: 9780471236320
  • 下單後立即進貨 (約5~7天)




Model-Based Signal Processing develops the "model-based approach" to signal processing for a variety of useful model sets including the popularly termed "physics-based" models. It presents a unique viewpoint of signal processing from the model-based perspective. A wide variety of case studies are included to demonstrate the applicability of the approach to real-world problems.

This book presents a unified treatment of the model-based approach and includes numerous case studies to demonstrate applicability of method to real-world situations, as well as MATLAB notes.


Table of Contents



1. Introduction.

2. Discrete Random Signals ans Systems.

3. Estimation Theory.

4. AR, MA, ARMAX, Lattice, Exponential, Wave Model-Based Processors.

5. Linear State-Space Model-Based Processors.

6. Nonlinear State-Space Model-Based Processors.

7. Adaptive AR, MA, ARMAX, Exponential Model-Based Processors.

8. Adaptive State-Space Model-Based Processors.

9. Applied Physics-Based Processors.

Appendix A: Probability and Statistics Overview.

Appendix B: Sequential MBP and UD-Factorization.

Appendix C: SSpack_PC: An Interactive Model-Based Processing Software Package.