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
Link To Document