Electronics Optics & Control, Volume. 21, Issue 8, 15(2014)

Dual-Aircraft Cooperative Path Planning Based on Q Learning

WU Yan-rui1... WU You-li2, DING Wei2 and CHAI Dong2 |Show fewer author(s)
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less

    Based on the partition of the radiation area of the targets active radar the task model of the dual-aircraft is set up.By using fuzzy theory to make a generalization to the problems state space providing different transition functions according to different detecting stages and properly defining the action space and reward function the problem is formulated as a Markov Decision Process (MDP).Details of the fuzzy Q learning are presented.Simulation studies indicate that the proposed algorithm can provide adaptive strategies for the dual-aircraft to control their flight paths for non-maneuvering or maneuvering target detection.

    Tools

    Get Citation

    Copy Citation Text

    WU Yan-rui, WU You-li, DING Wei, CHAI Dong. Dual-Aircraft Cooperative Path Planning Based on Q Learning[J]. Electronics Optics & Control, 2014, 21(8): 15

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Sep. 3, 2013

    Accepted: --

    Published Online: Sep. 1, 2014

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2014.08.004

    Topics