Guaranteed ℋ2 performance in distributed event-based state estimation | IEEE Conference Publication | IEEE Xplore

Guaranteed ℋ2 performance in distributed event-based state estimation


Abstract:

Multiple agents sporadically exchange data over a broadcast network according to an event-based protocol to observe and control a dynamic process. The synthesis problem o...Show More

Abstract:

Multiple agents sporadically exchange data over a broadcast network according to an event-based protocol to observe and control a dynamic process. The synthesis problem of each agent's state estimator and event generator, which decides whether information is broadcast or not, is addressed in this paper. In particular, a previously proposed LMI-synthesis procedure guaranteeing closed-loop stability is extended to incorporate an ℋ2 performance measure. The improved estimation performance of the extended design is illustrated in simulations of an inverted pendulum, which is stabilized by two agents.
Date of Conference: 17-19 June 2015
Date Added to IEEE Xplore: 26 October 2015
ISBN Information:
Conference Location: Krakow, Poland

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