• DocumentCode
    3727914
  • Title

    Context-Aware Communication to Stabilize Bandwidth-Limited Nonlinear Networked Control Systems

  • Author

    Siddhartha S. Mehta;W. MacKunis;Z. Kan;Michael J. McCourt;J. Willard Curtis

  • Author_Institution
    Res. &
  • fYear
    2015
  • Firstpage
    44
  • Lastpage
    49
  • Abstract
    In this paper, context-aware communication that stabilizes a class of nonlinear networked control systems (NCS) operating over a bandwidth-limited shared-channel is proposed to reduce network traffic. The NCS under consideration includes feedback and feed forward communication channels, and is assumed to be perturbed by an unmodeled, nonlinear disturbance. Informational value of the output states can be analyzed in the context of system stability using model-based approaches. When fused with event-based triggering, these context-aware communication policies result in a periodic feedback and feed forward signals that guarantee uniformly ultimately bounded tracking of output states of an uncertain perturbed system along the desired time-varying trajectory. The proposed NCS is validated using extensive simulation results for nonlinear coupled MIMO systems.
  • Keywords
    "Feedforward neural networks","Stability analysis","Trajectory","Networked control systems","Communication channels","Asymptotic stability","Nonlinear systems"
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/SMC.2015.21
  • Filename
    7379153