Mode-Set Adaptation in Multiple-Model Estimators for Hybrid Systems

@article{Li1992ModeSetAI,
  title={Mode-Set Adaptation in Multiple-Model Estimators for Hybrid Systems},
  author={Xiao-rong Li and Yaakov Bar-Shakm},
  journal={1992 American Control Conference},
  year={1992},
  pages={1794-1799}
}
In view of the numerous recent applications of multiple-model estimation algorithms, the choice of the set of models is a major issue. Often, for practical problems an algorithm using a fixed set of small number of models can not yield accurate results. Apart from the increase in computation, use of more models does not guarantee better performance - actually, it may yield even poorer results. To solve this problem, this paper introduces the concept of variable structure, i.e., adaptation of… CONTINUE READING
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