Title :
Virtual Queue Based Distributed Data Traffic Scheduling for Cyber Physical Systems with Application in Smart Grid
Author_Institution :
Univ. of Tennessee, Knoxville, TN, USA
Abstract :
Communication is needed in cyber physical system (CPS) to convey information from sensors to controllers. In this paper, a wireless network is considered to serve as the communication infrastructure in CPS. The data traffic scheduling problem is studied for the purpose of system state stabilization. To measure the information amount of different packets, a virtual queue is defined based on the Delay-tolerant Kalman filtering. A back pressure scheduling algorithm is proposed for the virtual queues. The proposed scheduling algorithm is then applied in the context of voltage control in smart grid. Numerical simulations are carried out to demonstrate the validity of the scheduling algorithm.
Keywords :
Kalman filters; control engineering computing; queueing theory; radio networks; smart power grids; voltage control; CPS; back pressure scheduling algorithm; cyber physical systems; delay-tolerant Kalman filtering; smart grid; system state stabilization; virtual queue based distributed data traffic scheduling; voltage control; wireless network; Dynamic scheduling; Estimation; Kalman filters; Scheduling algorithms; Sensors; cyber physical system; scheduling; Kalman filtering;
Conference_Titel :
Distributed Computing Systems Workshops (ICDCSW), 2012 32nd International Conference on
Conference_Location :
Macau
Print_ISBN :
978-1-4673-1423-7
DOI :
10.1109/ICDCSW.2012.113