• DocumentCode
    3601523
  • 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
  • Volume
    6
  • Issue
    6
  • fYear
    2015
  • Firstpage
    2895
  • Lastpage
    2905
  • 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;
  • fLanguage
    English
  • Journal_Title
    Smart Grid, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3053
  • Type

    jour

  • DOI
    10.1109/TSG.2015.2399247
  • Filename
    7055335