Title :
Active mode observation of switching systems based on a-priori knowledge of the continuous state
Author :
Baglietto, M. ; Battistelli, G. ; Scardovi, L.
Author_Institution :
Univ. of Genoa, Genova
Abstract :
Mode observability is addressed for a class of discrete-time linear systems that may switch in an unknown and unpredictable way among different modes taken from a finite set. The possible a-priori knowledge on the continuous state of the system and the presence of unknown but bounded noises affecting both the system and measurement equations are explicitly taken into account. The mode observation problem is performed "actively": control sequences (discerning control sequences) are searched that allow to identify the switching sequence on the basis of the observations. Conditions that characterize discerning controls in a finite-horizon setting are obtained. Moreover, a procedure is proposed in order to derive "persistently discerning" control sequences (over an infinite- horizon). A numerical example is reported to clarify the approach.
Keywords :
continuous systems; discrete time systems; linear systems; observability; time-varying systems; a-priori knowledge; active mode observation; continuous state; discerning control sequences; discrete-time linear systems; finite-horizon setting; mode observability; switching sequence; switching systems; Communication system control; Control systems; Equations; Linear systems; Noise measurement; Observability; Switches; Switching systems; Systems engineering and theory; USA Councils;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4435039