This paper analyses the asymptotic behaviour of the so-called a posteriori probabilities in the Multiple Model method when applied for change detection of autoregressive processes. The convergence properties of a posteriori probabilities are deduced by application of martingale convergence theorems.
ASJC Scopus subject areas
- Modelling and Simulation
- Computational Theory and Mathematics
- Computational Mathematics