Introduction. Fundamentals. Models. Deterministic inference methods. Monte Carlo methods. Sequential methods and particle filters. Emerging/advanced areas. Conclusions.
Simon John Godsill, PH.D., is a professor of statistical signal processing in the Engineering Department at the University of Cambridge, UK. Pete Bunch is a Ph.D. student at the University of Cambridge.