• DocumentCode
    112666
  • Title

    Coupled Cyber–Physical System Modeling and Coregulation of a CubeSat

  • Author

    Bradley, Justin M. ; Atkins, Ella M.

  • Author_Institution
    Aerosp. Dept., Univ. of Michigan, Ann Arbor, MI, USA
  • Volume
    31
  • Issue
    2
  • fYear
    2015
  • fDate
    Apr-15
  • Firstpage
    443
  • Lastpage
    456
  • Abstract
    We propose the application of state-space techniques to develop a novel coupled cyber-physical system (CPS) model and use feedback control to dynamically adjust CPS resource use and performance. We investigate the use of a gain scheduled discrete linear quadratic regulator controller and a forward-propagation Riccati-based controller to handle the discrete-time-varying system. We demonstrate the value of our approach by conducting a disturbance-rejection case study for a small satellite (CubeSat) application in which resources required for attitude control are adjusted in real-time to maximize availability for other computational tasks. We evaluate CPS performance through a set of metrics quantifying physical system error and control effort as well as cyber resource utilization and compare these with traditional fixed-rate optimal control strategies. Results indicate that our proposed coupled CPS model and controller can provide physical system performance similar to fixed-rate optimal control strategies but with less control effort and much less computational utilization.
  • Keywords
    Riccati equations; aerospace computing; aerospace robotics; artificial satellites; attitude control; control engineering computing; discrete time systems; feedback; linear quadratic control; mobile robots; state-space methods; telerobotics; time-varying systems; CubeSat coregulation; attitude control; computational utilization; control effort; coupled cyber-physical system modeling; cyber resource utilization; discrete-time-varying system; disturbance-rejection; dynamic CPS performance adjustment; dynamic CPS resource usage adjustment; feedback control; fixed-rate optimal control strategies; forward-propagation Riccati-based controller; gain scheduled discrete linear quadratic regulator controller; physical system error; physical system performance; small satellite application; state-space techniques; Attitude control; Digital control; Equations; Mathematical model; Real-time systems; Space vehicles; Coregulation; CubeSat; cyber–physical system (CPS); cyber???physical system (CPS); feedback; low earth orbit satellites; metrics; small satellite;
  • fLanguage
    English
  • Journal_Title
    Robotics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1552-3098
  • Type

    jour

  • DOI
    10.1109/TRO.2015.2409431
  • Filename
    7066947