• DocumentCode
    107660
  • Title

    Quick Collateral Damage Estimation Based on Weapons Assigned to Targets

  • Author

    Bogdanowicz, Zbigniew R. ; Patel, Ketula

  • Author_Institution
    Armament Res., Dev. & Eng. Center, Picatinny Arsenal, NJ, USA
  • Volume
    45
  • Issue
    5
  • fYear
    2015
  • fDate
    May-15
  • Firstpage
    762
  • Lastpage
    769
  • Abstract
    We present an innovative approach to quickly estimate collateral damage based on the given weapon-target assignment (WTA). That is, having the predetermined WTA, we estimate the collateral damage of friendly or neutral entities based on the lethality of engaging weapons and the geo-locations of all the entities in the theater. Specifically, we calculate the probability of killing/destroying k friendly (or neutral) assets for given k. The main motivation of this paper is twofold. First, quick collateral damage estimation (QCDE) can support commanders in the battlefields with a new quick decision-making capability. Second, our QCDE could support WTA capabilities with collateral damage consideration. Our computational results indicate that the error in estimating collateral damage is significantly less than 1% and that the execution times are of the order of milliseconds for k (k <;9) assets. Hence, the natural research challenge related to this paper would be the extension of our quick collateral damage estimation to k ≥ 9 that would execute in reasonable time and give a reasonable quality solution.
  • Keywords
    decision making; probability; weapons; QCDE; WTA; battlefields; destroying probability estimation; killing probability estimation; quick collateral damage estimation; quick decision making capability; weapon target assignment; Algorithm design and analysis; Databases; Gaussian distribution; Optimization; Standards; Weapons; Approximation algorithms; Gaussian distribution; collateral damage; decision support system; discrete optimization; forecast uncertainty; kill probability; military decision-making; weapon-target assignment (WTA);
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics: Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    2168-2216
  • Type

    jour

  • DOI
    10.1109/TSMC.2014.2360823
  • Filename
    6923445