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Study on Trajectory Prediction Accuracy Analysis Method for Performance Improvement of a Trajectory Prediction Module of Arrival Manager

도착관리시스템 궤적 예측 모듈의 성능 개선을 위한 궤적 예측 정확도 분석 방법 연구

  • 오은미 (한국항공우주연구원 위성항법.응용기술센터) ;
  • 김현경 (한국항공우주연구원 위성항법.응용기술센터) ;
  • 은연주 (한국항공우주연구원 위성항법.응용기술센터) ;
  • 전대근 (한국항공우주연구원 위성항법.응용기술센터)
  • Received : 2015.09.08
  • Accepted : 2015.09.27
  • Published : 2015.09.30

Abstract

An analysis method of trajectory prediction has been suggested and the developed trajectory prediction module, which is an important functional component of the Arrival Manager (AMAN) of Jeju airport, has been tested by applying the suggested method. The objective of this method is to improve prediction performance of the trajectory prediction module. The trajectory prediction module predicts the trajectories based on the real-time track data and flight plans. Therefore, the suggested analysis method includes the simulation framework which is based on real-time playback, recording, and graphic display systems for testing. Besides, the definition of time error, which is a important index for the time based scheduling system, such as AMAN, is included in the suggested analysis method. An example of arrival time prediction accuracy improvement through the suggested analysis method has also been presented.

Keywords

References

  1. Chester Gong, Dave McNally, "A Methodology for Automated Trajectory Prediction Analysis," AIAA Guidance, Navigation and Control Conference and Exhibit, USA, 2004.
  2. Gabriel Elena, Robert A. Vivona, and Vincent Kuo, "Automating Trajectory Prediction Performance Analyses for the FAA Traffic Management Advisor," AIAA Guidance, Navigation, and Control Conference, USA, 2013.
  3. 전대근, 은연주, 오은미, 김현경, "도착관리시스템 주기능 처리 소프트웨어 설계," 한국항공우주학회 추계학술대회, 2014.
  4. 은연주, 전대근, 김현경, 오은미, "도착관리 시스템 항공기 도착 스케줄링 기법," 한국항공우주학회 추계학술대회, 2014.
  5. 오은미, 전대근, 김현경, 은연주, "도착관리 시스템을 위한 항적 자료 기반 궤적 예측 연구," 한국항공우주학회 추계학술대회, 2014.

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