You might want to take a look at: Doucet, A., de Freitas, N., and Gordon, N., An Introduction to Sequential Monte Carlo Methods (Chapter 1), in Sequential Monte Carlo Methods in Practice (Doucet, de Freitas, and Gordon, Eds,), pp. 3-14, Springer, 2001.
Johan Schubert
