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Performance Improvement of a Floating Solution Using a Recursive Filter

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초록

In CDGPS, ambiguity resolution is determined by the performance of a floating solution, and thus, the performance needs to be improved. In the case of precise positioning at a stationary position, the batch method using multiple measurements is used for the accuracy improvement of a position. The position accuracy performance of a floating solution is outstanding, but it has a problem of high computation cost because all measurements are used. In this study, to improve the floating solution performance of the initial static user in CDGPS, a floating solution method using a recursive filter was implemented. A recursive filter estimates the position solution of the current epoch using the position solution of up to the previous epoch and the pseudorange measurement of the current epoch. The computation cost of the floating solution method using a recursive filter was found to be similar to that of the epoch-by-epoch method. Also, based on actual GPS signals, the floating solution performance was found to be similar to that of the batch method. The floating solution using a recursive filter could significantly improve the performance of the prompt initial position and ambiguity resolution of the initial static user.

Abstract

In CDGPS, ambiguity resolution is determined by the performance of a floating solution, and thus, the performance needs to be improved. In the case of precise positioning at a stationary position, the batch method using multiple measurements is used for the accuracy improvement of a position. The position accuracy performance of a floating solution is outstanding, but it has a problem of high computation cost because all measurements are used. In this study, to improve the floating solution performance of the initial static user in CDGPS, a floating solution method using a recursive filter was implemented. A recursive filter estimates the position solution of the current epoch using the position solution of up to the previous epoch and the pseudorange measurement of the current epoch. The computation cost of the floating solution method using a recursive filter was found to be similar to that of the epoch-by-epoch method. Also, based on actual GPS signals, the floating solution performance was found to be similar to that of the batch method. The floating solution using a recursive filter could significantly improve the performance of the prompt initial position and ambiguity resolution of the initial static user.

참고문헌 (6)

  1. de Jonge, P. J., "Epoch-by-Epoch positioning and navigation", Proc. ION GPS-2000, pp.337~342 (2000), The Institute of Navigation
  2. 한덕희, "Epoch-by-epoch GNSS 정밀 측위에서 실수해의 특성", 제어.로봇.시스템학회 논문지, 15(12), pp.1254~1257 (2009), 제어·로봇·시스템학회
  3. Kaplan, E. D., "Understanding GPS: Principles and applications" (2006), Artech House
  4. Leick, A., "GPS satellite surveying" (2004), John Wiley & Sons
  5. "ProPak-V3™ Triple-Frequency GNSS Receiver."[URL]
  6. Park, C. W., "Precise relative navigation using augmented CDGPS", 박사, Dept. of Mechanical Engineering, pp.2001

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