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칼만필터 기반의 통합 GPS 수신기 추적루프 설계

Design of Combined GPS Signal Tracking Loop based on Kalman Filter

  • 발행 : 2008.09.01

초록

The GPS tracking loop consists of three parts in general: discriminator, loop filter and DCO (Digitally Controlled Oscillator). The loop filter is the main part of the tracking loop designed to ensure a good tracking performance. Generally, the loop filter is designed using classical PI(Proportional Integral) control. Although the carrier Doppler and code Doppler are generated by the same relative movement between the satellite and the user, often, the loop filters for each tracking loop are designed separately and independently. Sometimes, they are used in a combined manner such as carrier aided code tracking, FLL assisted PLL, etc. For better GPS signal tracking, we need to design the FLL/PLL/DLL altogether optimally. The purpose of this paper is to design a GPS receiver tracking loop based on the Kalman filter in a combined manner. Also, the proposed GPS receiver tracking loop is compared with a conventional tracking loop in terms of the transfer function and the DCO input. This paper shows that conventional tracking loop is equal to the Kalman filter based tracking loop.

키워드

참고문헌

  1. G.. I. Jee, "GNSS receiver tracking loop optimization for combined phase, frequency and delay locked loops," Proceedings of ENC 2005, May 2005
  2. M. L. Psiaki, "Attitude sensing using a global-positioningsystem antenna on a turntable," Journal of Guidance, Control and Dynamics, vol. 24, no. 3, pp. 477-481, May-June 2001
  3. M. L. Psiaki, "Smoother-based GPS signal tracking in a software receiver," Proceeding of ION GPS, 2001
  4. M. L. Psiaki and H. Jung, "Extended Kalman filter methods for tracking weak GPS signals," Proceeding of ION GPS, 2002
  5. C. Yang, "GPS signal tracking with Kalman filter based on joint code delay and carrier phase and frequency error discriminator," proceeding of ION Annual Meeting, 2004
  6. D. J. Jwo, "Optimisation and sensitivity analysis of GPS receiver tracking loops in dynamic environments," IEE Proc.-Radar, Sonar Navigation, vol. 148, no. 4, pp. 241-250, August 2001 https://doi.org/10.1049/ip-rsn:20010429
  7. E. D. Kaplan Eds., Understanding GPS Principle and Application, Artech House, 1996
  8. Parkinson, B.W. and Spilker, J.J. Jr., "Global Positioning System: Theory and Applications," American Institute of Aeronautics and Astronautics, pp. 245-327, Washington, 1996
  9. 고선준, 실시간 소프트웨어 GPS 수신기의 설계와 최적화에 관한 연구, 박사학위논문, 아주대학교, 2006
  10. R. G. Brown and P. Y. C. Hwang, Introduction to Random Signals and Applied Kalman Filtering, 3rd Edition, J. Wiley & Sons, New York pp.264-270, 1997