Title :
Distributed Data Traffic Scheduling With Awareness of Dynamics State in Cyber Physical Systems With Application in Smart Grid
Author :
Chunxiao Qu ; Wei Chen ; Ju Bin Song ; Husheng Li
Author_Institution :
Wuhan Univ. of Technol., Wuhan, China
Abstract :
The design of communication infrastructure in cyber physical system (CPS) is of vital importance for proper operations of physical dynamics. In this paper, the scheduling of packet transmission over wireless communication networks in CPS is studied for the purpose of system state stabilization. To measure the effective information amount of different packets, the concept of virtual queue (VQ) is defined based on the delay-tolerant Kalman filtering. VQ-based back pressure algorithm is proposed for the distributed data traffic scheduling. The impact of transmission delays on VQ lengths is also studied for the formulation of distributed scheduling strategy. The scheduling method is then applied in the context of voltage control in microgrid and is demonstrated to achieve better performance than general scheduling algorithm without the awareness of dynamics state. Further numerical simulations of data traffic scheduling considering transmission delay are carried out to demonstrate the validity of the scheduling algorithm, which is established according to VQ lengths affected by transmission time delays.
Keywords :
Kalman filters; distributed control; packet radio networks; queueing theory; security of data; smart power grids; telecommunication congestion control; telecommunication scheduling; voltage control; CPS; VQ-based back pressure algorithm; communication infrastructure; cyber physical systems; distributed data traffic scheduling; dynamics state awareness; general scheduling algorithm; packet transmission scheduling; physical dynamics operations; scheduling algorithm; smart grid application; tolerant Kalman filtering; transmission time delays; virtual queue concept; voltage control; wireless communication networks; Cyber-physical systems; Delays; Dynamic scheduling; Kalman filters; Sensors; Voltage control; Cyber physical system (CPS); Kalman filtering; scheduling; transmission delay;
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2015.2399247