Title :
Methodology and tools for controller-networking codesign in WirelessHART
Author :
Pesonen, Joonas ; Zhang, Haibo ; Soldati, Pablo ; Johansson, Mikael
Author_Institution :
Autom. Control Lab., KTH, Stockholm, Sweden
Abstract :
This paper describes a methodology for controller and communication scheduling co-design in control systems operating over wirelessHART networks. Data collection and dissemination operations are identified and scheduled to minimize the nominal communication latency. Techniques for improving the reliability of the network when link transmissions are unreliable are discussed, and a Markov-chain model for computing the latency distribution of data collection operations for a given schedule is proposed. The resulting latency models allow to represent the networked control loop as a jump-linear system, whose performance can be analyzed using techniques from stochastic control. We demonstrate how this framework can be used to co-design a networked LQG controller for a five-by-five MIMO control loop.
Keywords :
MIMO systems; Markov processes; linear quadratic Gaussian control; radio networks; scheduling; stochastic systems; telecommunication network reliability; Markov-chain model; communication scheduling; controller scheduling; controller-networking codesign; data collection; data dissemination; five-by-five MIMO control loop; jump-linear system; link transmissions; network reliability; networked LQG controller; networked control loop; nominal communication latency; stochastic control; wirelessHART networks; Communication system control; Computer networks; Control systems; Delay; Distributed computing; MIMO; Performance analysis; Processor scheduling; Stochastic systems; Telecommunication network reliability;
Conference_Titel :
Emerging Technologies & Factory Automation, 2009. ETFA 2009. IEEE Conference on
Conference_Location :
Mallorca
Print_ISBN :
978-1-4244-2727-7
Electronic_ISBN :
1946-0759
DOI :
10.1109/ETFA.2009.5347006