Region-of-convergence estimation for learning-based adaptive controllers

Recent learning-based extensions to popular adaptive control procedures offer improved convergence, but at the cost of increased complexity. This complexity makes it difficult to analytically compute level sets that bound the system response. These level sets can be combined with the a priori known...

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Bibliographic Details
Main Authors: Topcu, Ufuk (Author), Chowdhary, Girish (Author), Quindlen, John Francis (Contributor), How, Jonathan P (Contributor)
Other Authors: Massachusetts Institute of Technology. Aerospace Controls Laboratory (Contributor), Massachusetts Institute of Technology. Department of Aeronautics and Astronautics (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2018-05-18T19:41:10Z.
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