Monitoring Piecewise Continuous Behaviors by Refining Trackers and their Models

@inproceedings{US2002MonitoringPC,
  title={Monitoring Piecewise Continuous Behaviors by Refining Trackers and their Models},
  author={Admiral Harris Laning U.S.},
  year={2002}
}
We present a model-based monitoring method for dynamic systems that exhibit both discrete and continuous behaviors. MIMIC (Dvorak & Kuipers 1991) uses qualitative and semi-quantitative models to monitor dynamic systems even with incomplete knowledge. Recent advances have improved the quality of semi-quantitative behavior predictions, used observations to refine static envelopes around monotonic functions, and provided a semi-quantitative system identification method. Using these, we reformulate… CONTINUE READING

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