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http://dx.doi.org/10.12673/jkoni.2012.16.4.578

A Study on the improvement of the Multilateration data by emplying an IMM filter  

Cho, Tae-Hwan (Electronic Eng. Inha University)
Song, In-Seong (Electronic Eng. Inha University)
Jang, Eun-Mee (Electronic Eng. Inha University)
Yoon, Wan-Oh (Electronic Eng. Inha University)
Choi, Sang-Bang (Electronic Eng. Inha University)
Publication Information
Journal of Advanced Navigation Technology / v.16, no.4, 2012 , pp. 578-585 More about this Journal
Abstract
CNS/ATM(Communication Navigation Surveillance/Air Traffic Management) was adopted as a standard navigation system of 21st century. Therefore, ICAO(International Civil Aviation Organization) members are developing the technology and infrastructure of CNS/ATM. ADS-B(Automatic Dependent Surveillance-Broadcast) system and Multilateration system are being implemented in the surveillance field of CNS/ATM. Multilateration system is installed in order to complement radar system and to surveil blind areas. Also, Multilateration system using TDOA(Time Difference Of Arrival) is more accurate than radar. In this paper, we applied an IMM(Interacting Multiple Model) filter which is widely used in radar systems to the Multilateration data in order to improve the reliability of the Multilateration data. Comparisons with the original Multilateration data and the Multilateration data with the IMM filter show that the ADS-B data with the IMM filter provides a better performance: 38.37% near the airport, 20.86% around 10 miles of the airport.
Keywords
Multilateration; CNS/ATM; IMM; TDOA; ADS-B;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 EUROCONTROL, CAT023, "CNS/ATM Ground Station and Service Status Reports", 2009.
2 전향식, 김동민, 염찬홍, "차세대 항행시스템 (CNS/ATM) 기술동향분석", 한국항공우주연구원 항공우주산업기술동향, 제8권, 제2호, pp. 113-123, 2010. 12.   과학기술학회마을
3 국토해양부, "항공감시용 ADS-B 핵심기술개발" 기획 연구보고서, 2010. 1.
4 SRA International, "Multilateration & ADS-B executive reference guide", 2009.
5 Eurocontrol, "Generic Safety Assessment for ATC Surveillance using Wide Area Multilateration", 2008.
6 김장환, 한재현, 강자영, "모드-S 다변 측정법을 이용한 항공감시기술 분석 및 전망", 한국항공운항학회논문지, 제18권 제3호, pp. 9-20, 2010. 9.   과학기술학회마을
7 M. Leonardi, A. Mathias and G. Galati, "Two efficient localization algorithms for multilateration", International Journal of Microwave and Wireless Technologies, vol. 1, no. 3, pp. 223-229, March 2009.   DOI
8 G. Shen, R. Zetik and R. Thoma, "Performance Comparison of TOA and TDOA Based Location Estimation Algorithms in LOS Environment", Proceedings of the 5th Workshop on Posting, Navigation and Communication, 2008.
9 R. L. Moose, "An adaptive state estimation solution to the maneuvering target problem," IEEE Transactions on Automatic Control, vol. 10, pp. 359-362, 1988.
10 Ryan R. Pitre, Vesselin P. Jilkov, X. Rong Li "A comparative study of multiple-model algorithms for maneuvering target tracking", 12th International Conference on Information Fusion, Seattle WA USA, July 2009.
11 X. Rong Li and Y. Bar-Shalom, "Design of Interacting Multiple Model Algorithm for Air Traffic Control Tracking", IEEE Transactions on Control Systems Technology, vol. 1, no. 3, Sep. 1993.