• DocumentCode
    104088
  • Title

    Diagnosis of Airspeed Measurement Faults for Unmanned Aerial Vehicles

  • Author

    Hansen, Soren ; Blanke, Mogens

  • Author_Institution
    Dept. of Electr. Eng., Tech. Univ. of Denmark, Lyngby, Denmark
  • Volume
    50
  • Issue
    1
  • fYear
    2014
  • fDate
    Jan-14
  • Firstpage
    224
  • Lastpage
    239
  • Abstract
    Airspeed sensor faults are common causes for incidents with unmanned aerial vehicles (UAV) with pitot tube clogging or icing being the most common causes. Timely diagnosis of such faults or other artifacts in signals from airspeed sensing systems could potentially prevent crashes. This paper employs parameter adaptive estimators to provide analytical redundancies and a dedicated diagnosis scheme is designed. Robustness is investigated on sets of flight data to estimate distributions of test statistics. The result is robust diagnosis with adequate balance between false alarm rate and fault detectability.
  • Keywords
    accident prevention; air accidents; air safety; autonomous aerial vehicles; fault diagnosis; sensors; statistical distributions; velocity measurement; UAV; airspeed measurement fault diagnosis; airspeed sensing systems; airspeed sensor faults; analytical redundancies; crash prevention; false alarm rate; fault detectability; flight data; icing; parameter adaptive estimators; robust diagnosis; test statistics distribution estimation; tube clogging; unmanned aerial vehicles; Aerospace electronics; Fault diagnosis; Mathematical model; Pressure measurement; Propellers; Unmanned aerial vehicles;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2013.120420
  • Filename
    6809912