• DocumentCode
    2569992
  • Title

    Position validation strategies using partially observable Markov decision processes

  • Author

    Kochenderfer, Mykel J. ; Shih, Kevin J. ; Chryssanthacopoulos, James P. ; Rose, Charles E. ; Elder, Tomas R.

  • fYear
    2011
  • fDate
    16-20 Oct. 2011
  • Firstpage
    1
  • Lastpage
    20
  • Abstract
    • Partially observable Markov decision processes (POMDPs) represent sequential decision problems using a probabilistic model and cost function • POMDP approach to deciding when to validate ADS-B reports results in fewer queries while maintaining safety • Method is robust to noise in position and major faults • Further work will focus on enhancing the model
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Avionics Systems Conference (DASC), 2011 IEEE/AIAA 30th
  • Conference_Location
    Seattle, WA, USA
  • ISSN
    2155-7195
  • Print_ISBN
    978-1-61284-797-9
  • Type

    conf

  • DOI
    10.1109/DASC.2011.6096222
  • Filename
    6096222
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2569992