Digital Signal Processing with Matlab Examples, Volume 3 Model-Based Actions and Sparse Representation /

• Main Author: Giron-Sierra, Jose Maria (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Series: Signals and Communication Technology,
• Subjects: Engineering.; Signal, Image and Speech Processing.

This is the third volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs. This book includes MATLAB codes to illustrate each of the main steps of the t...

Table of Contents:

• Part VI- Model-based Actions: Filtering, Prediction, Smoothing
• Kalman Filter, Particle Filter and other Bayesian Filters
• Part VII Sparse Representation. Compressed Sensing
• Sparse Representations
• Appendices
• Selected Topics of Mathematical Optimization
• Long Programs.