Bayesian Signal Processing —— Classical, Modern, and Particle Filtering Methods

----- 贝叶斯信号处理：古典、现代、与颗粒过滤方法 第2版

ISBN: 9781119125457 出版年：2016 页码：637 James V Candy Wiley

Bayesian-based signal processing is expected to dominate the future of model-based signal processing for years to come. This book develops the "Bayesian approach" to statistical signal processing for a variety of useful model sets with an emphasis on nonlinear/non-Gaussian problems, as well as classical techniques. Current applications and simple examples motivate the models and prepare the reader for developments in subsequent chapters. Although designed primarily as a graduate textbook, Bayesian Signal Processing is also useful to signal processing professionals and scientists.