Path planning for minimizing detection

B. Jiang, A. N. Bishop, B. D.O. Anderson, S. P. Drake

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Citations (Scopus)

    Abstract

    For a flying military vehicle, avoiding detection can be a key objective. To achieve this, flying the least-probability-of-detection path from A to B through a field of detectors is a fundamental strategy. While most of the previous optimization models aim to minimize the cumulative radar exposure, this paper derives a model that can directly minimize the probability of being detected. Furthermore, a variational dynamic programming method is applied to this model which allows one finding a precise local optimal path with low computational complexity. In addition, a homotopy method is derived to adjust the optimal path with exceptionally low computational complexity when the detection rate function changes due to the removal of detectors, the addition of detectors or the changes of understanding of detectors.

    Original languageEnglish
    Title of host publication19th IFAC World Congress IFAC 2014, Proceedings
    EditorsEdward Boje, Xiaohua Xia
    PublisherIFAC Secretariat
    Pages10200-10206
    Number of pages7
    ISBN (Electronic)9783902823625
    DOIs
    Publication statusPublished - 2014
    Event19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014 - Cape Town, South Africa
    Duration: 24 Aug 201429 Aug 2014

    Publication series

    NameIFAC Proceedings Volumes (IFAC-PapersOnline)
    Volume19
    ISSN (Print)1474-6670

    Conference

    Conference19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014
    Country/TerritorySouth Africa
    CityCape Town
    Period24/08/1429/08/14

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