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.
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
Conference_Titel :
Digital Avionics Systems Conference (DASC), 2011 IEEE/AIAA 30th
Conference_Location :
Seattle, WA, USA
Print_ISBN :
978-1-61284-797-9
DOI :
10.1109/DASC.2011.6096222
