Title :
Wireless networked control system co-design
Author :
Park, Pangun ; Araújo, José ; Johansson, Karl Henrik
Author_Institution :
ACCESS Linnaeus Center, R. Inst. of Technol., Stockholm, Sweden
Abstract :
A framework for the joint design of wireless network and controllers is proposed. Multiple control systems are considered where the sensor measurements are transmitted to the controller over the IEEE 802.15.4 protocol. The essential issues of wireless networked control systems (NCSs) are investigated to provide an abstraction of the wireless network for a co-design approach. We first present an analytical model of the packet loss probability and delay of a IEEE 802.15.4 network. Through optimal control techniques we derive the control cost as a function of the packet loss probability and delay. Simulation results show the feasible control performance. It is shown that the optimal traffic load is similar when the communication throughput or control cost are optimized. The co-design approach is based on a constrained optimization problem, for which the objective function is the energy consumption of the network and the constraints are the packet loss probability and delay, which are derived from the desired control cost. The co-design is illustrated through a numerical example.
Keywords :
Zigbee; energy consumption; optimal control; optimisation; probability; protocols; telecommunication congestion control; telecommunication traffic; wireless sensor networks; IEEE 802.15.4 protocol; constrained optimization problem; energy consumption; optimal control technique; optimal traffic load; packet loss probability; sensor measurement; wireless networked control system co-design; Control systems; Delay; Protocols; Throughput; Wireless networks; Wireless sensor networks; Co-design; IEEE 802.15.4; Linear Quadratic Gaussian controller; Medium Access Control; Optimization;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2011 IEEE International Conference on
Conference_Location :
Delft
Print_ISBN :
978-1-4244-9570-2
DOI :
10.1109/ICNSC.2011.5874926