A bi-level approach for the design of event-triggered control systems over a shared network

作者：Molin Adam^*; Hirche Sandra

来源：Discrete Event Dynamic Systems, 2014, 24(2): 153-171.

DOI：10.1007/s10626-012-0156-9

• Networked control systems
• Event-triggered control
• Stochastic optimal control
• Resource allocation

An efficient usage of available resources is a substantial requirement for the successful design of networked control systems. Recent results indicate major benefits of event-based control compared to conventional designs, when resources such as communication, energy, and computation, are sparse. This paper considers multiple entities of heterogeneous control systems whose feedback loops are coupled through a common communication medium. The design of the decentralized event-triggering control system is formulated as an average-cost problem that aims at the minimization of a social cost criterion. A state aggregation technique is used to develop a bi-level design method, which divides into a local average-cost problem within every subsystem and a global resource allocation problem assigning optimal transmission rates to every subsystem. Stability conditions are derived that guarantee stochastic stability of the aggregate system. Under these conditions, it is shown that the design approach is asymptotically optimal as the number of subsystems increases.

• 出版日期2014-6