Title :
Bias estimation for evaluation of ATC surveillance systems
Author :
Besada, J.A. ; de Miguel, G. ; Tarrio, Paula ; Bernardos, A. ; Garcia, J.
Author_Institution :
GPDS-CEDITEC, Univ. Politec. de Madrid, Madrid, Spain
Abstract :
This paper describes an off-line bias estimation and correction system for air traffic control related sensors, used in a newly developed Eurocontrol tool for the assessment of ATC surveillance systems. Current bias estimation algorithms are mainly focused in radar sensors, but the installation of new sensors (especially automatic dependent surveillance-broadcast and wide area multilateration) demands the extension of those procedures. In this paper bias estimation architecture is designed, based on error models for all those sensors. The error models described rely on the physics of the measurement process. The results of these bias estimation methods will be exemplified with simulated data.
Keywords :
air traffic control; estimation theory; sensor fusion; air traffic control surveillance systems; automatic dependent surveillance-broadcast; data fusion systems; off-line bias estimation methods; wide area multilateration; Air traffic control; Aircraft; Physics; Radar tracking; Real time systems; Sensor fusion; Sensor phenomena and characterization; Sensor systems; Smoothing methods; Surveillance; ADS-B; Air Traffic Control; Bias estimation; Multilateration;
Conference_Titel :
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
978-0-9824-4380-4