Sufficient and necessary condition for stabilization of jump linear systems with noise

The adaptive stabilization problem of linear systems with unknown parameters and noise models is studied in this paper, we investigate continuous time jump linear systems with a finite-state hidden Markov jump form process. A sufficient and necessary condition characterizing the adaptive stabilizability of the system is found. It is worth mentioning that a constructive method for designing stabilizing feedback law is provided in this paper.