Abstract
With the rapid increase in air traffic demands, the more accurate and reliable tracking systems for aircraft surveillance are required to improve the capacity, safety, and efficiency of air traffic control (ATC) services. As a suboptimal hybrid filter, the Interacting Multiple Model (IMM) estimator has been applied in the practical aircraft tracking systems. However, it is difficult for the standard IMM filter to precisely estimate the aircraft state when the target is maneuvering since the detection of maneuvers is often delayed by the response of Kalman filters. On the other hand, in the Mode S radar Enhanced Surveillance (EHS), the downlink aircraft parameters (DAPs) are available for obtaining the updated states of aircraft; however, this information of aircraft parameters has not been used systematically to improve the performance of current tracking systems. In this paper, a DAPs-based tracking system which is able to dynamically revise the mode probabilities of the IMM estimator according to the real-time change in the aircraft motion is proposed. The results of computer simulations and practical experiments show the effectiveness of the proposed system by comparing it with the standard IMM-based tracking system.
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References
Principles of Mode S Operation and Interrogator Codes, 2nd ed., EUROCONTROL, March 2003.
Manual of SSR systems, 2nd ed., ICAO, July 1998.
C.C. Lefas, “Using roll-angle measurements to track aircraft maneuvers,” IEEE Trans. on Aerospace and Electronic Systems (AES), 6 (1984), pp. 672–681.
Y. Bar-Shalom, X.R. Li and T. Kirubarajan, “Estimation with Applications to Tracking and Navigation,” Wiley, Hoboken, NJ, 2001.
A. Soto, G. de Miguel, J. Besada and J. Garcia, “Robust tracking architecture for mode-s enhanced surveillance,” IEEE Proc. of 9th International Conference on Information Fusion, July 2006, pp. 1–8.
X.R. Li and Y. Bar-Shalom, “Design of an interacting multiple model algorithm for air traffic control tracking,” IEEE Trans. on Control Systems Technology, 3 (1993), pp. 186–194.
X.D Lu and T. Koga, “Preliminary study on tracking technologies for hybrid aircraft surveillance,” IEICE Technical Report SANE2012-142, January 2013, pp. 55–60.
Y. Bar-Shalom and W.D. Blair, “Multitarget - Multisensor Tracking: Applications and Advances,” Volume III, Artech House, Norwood, MA, 2000.
Aeronautical Telecommunications annex10 vol. IV, 4th ed., ICAO, July 2007.
DAP Technical Characteristics for Mode S Enhanced Surveillance, 1st ed., EUROCONTROL, June 1999.
R.D. Grappel, G.S. Harris, M.J. Kozar and R.T. Wiken, “Elementary Surveillance (ELS) and Enhanced Surveillance (EHS) Validation via Mode S Secondary Radar Surveillance,” Project Report ATC-337, Lincoln Lab., MIT, April 2008.
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Lu, X., Koga, T., Kosuge, Y. (2017). Downlink Aircraft Parameter-Based High-Accuracy Tracking System for Air Traffic Surveillance. In: Electronic Navigation Research Institute (eds) Air Traffic Management and Systems II. Lecture Notes in Electrical Engineering, vol 420. Springer, Tokyo. https://doi.org/10.1007/978-4-431-56423-2_12
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DOI: https://doi.org/10.1007/978-4-431-56423-2_12
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