An intelligent Cooperative Control Architecture

Joshua D. Redding,A. Geramifard,Aditya Undurti,Han-Lim Choi,J. How

Published 2010 in Proceedings of the 2010 American Control Conference

ABSTRACT

This paper presents an extension of existing cooperative control algorithms that have been developed for multi-UAV applications to utilize real-time observations and/or performance metric(s) in conjunction with learning methods to generate a more intelligent planner response. We approach this issue from a cooperative control perspective and embed elements of feedback control and active learning, resulting in an new intelligent Cooperative Control Architecture (iCCA). We describe this architecture, discuss some of the issues that must be addressed, and present illustrative examples of cooperative control problems where iCCA can be applied effectively.

PUBLICATION RECORD

  • Publication year

    2010

  • Venue

    Proceedings of the 2010 American Control Conference

  • Publication date

    2010-07-01

  • Fields of study

    Computer Science, Engineering

  • Identifiers
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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