Abstract
The carrier phase tracking loop is the primary focus of the current work. In particular, two carrier phase tracking techniques are compared, the standard phase tracking loop, i.e., the phase lock loop (PLL), and the extended Kalman filter (EKF) tracking loop. In order to compare these two different techniques and taking into consideration the different models adopted in each, it is important to bring them to one common ground. In order to accomplish this, the equivalent PLL for a given EKF has to be determined in terms of steady-state response to both thermal noise and signal dynamics. A novel method for experimentally calculating the equivalent bandwidth of the EKF is presented and used to evaluate the performance of the equivalent PLL. Results are shown for both the L1 and L5 signals. Even though the two loops are designed to track equivalent dynamics and to have equivalent carrier phase standard deviations, the EKF outperforms the equivalent PLL in terms of both the transient response and sensitivity.
Similar content being viewed by others
References
Egziabher DG, Razavi A, Enge P, Gautier J, Akos D, Pullen S, Pervan B (2003) Doppler aided tracking loops for SRGPS integrity monitoring. In: Proceedings of ION GPS/GNSS 2003, 9–12 Sept 2003, Portland
Erker S, Thölert S, Furthner J, Meurer M, Häusler M (2009) GPS L5 “Light’s on!”—a first comprehensive signal verification and performance analysis. In: Proceedings of ION GNSS 2009, 22–25 Sept 2009, Savannah
Irsigler M, Eissfeller B (2002) PLL tracking performance in the presence of oscillator phase noise. GPS Solut 5(4):45–57
IS-GPS-2006 (2006) Interface specification—Navstar GPS space segment/navigation user interfaces, ARINC Incorporated, March 2006
Mongrédien C, Lachapelle G, Cannon ME (2006) Testing GPS L5 acquisition and tracking algorithms using a hardware simulator. In: Proceedings of ION GNSS 2006, 26–29 Sept, Fort Worth, pp 2901–2913
NI PXI-5661 (2006) 2.7 GHz RF vector signal analyzer with digital downconversion, National Instruments Corporation
O’Driscoll C, Lachapelle G (2009) Comparison of traditional and Kalman filter based tracking architectures. In: Proceedings of European navigation conference 2009, Naples, 3–6 May 2009
Petovello MG, Lachapelle G (2006) Comparison of vector-based software receiver implementation with applications to ultra-tight GPS/INS integration. In: Proceedings of ION GNSS 2006
Psiaki ML, Jung H (2002) Extended Kalman filter methods for tracking weak GPS signals. In: Proceedings of ION GPS 2002
Qaisar S (2009) Performance analysis of Doppler aided tracking loops in modernized GPS receivers. In: Proceedings of ION GNSS 2009, 22–25 Sept, Savannah
Salem D (2010) Approaches for the combined tracking of GPS L1/L5 signals, PhD Thesis, published as Report No. 20307, Department of Geomatics Engineering, The University of Calgary, Canada
Salem D, O’Driscoll C, Lachapelle G (2009) Performance evaluation of combined L1/L5 Kalman filter based tracking versus Standalone L1/L5 tracking in challenging environments. J Glob Position Syst 8(2):135–147. doi:10.5081/jgps.8.2.13
Spirent (2006) Signal generator hardware user manual. Spirent Communications, issue 1–20, Sept 2006
Van Dierendonck AJ (1996) GPS receivers [Chapter 8]. In: Global positioning system: theory and applications, progress in astronautics and aeronautics, vol 163, p 329
Ward PW, Betz JW, Hegarty CJ (2006) Satellite signal acquisition, tracking and data demodulation [Chapter 5]. In: Understanding GPS principles and applications, 2nd edn. Artech House Mobile Communications Series, p 153
Yi Q, Xiaowei C, Mingquan L, Zhenming F (2009) Steady-state performance of Kalman filter for DPLL. Tsinghua Sci Technol 14(4):470–473
Acknowledgments
The financial support of General Motors of Canada, the Natural Science and Engineering Research Council of Canada, Alberta Advanced Education and Technology and the Western Economic Diversification Canada is acknowledged.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Salem, D.R., O’Driscoll, C. & Lachapelle, G. Methodology for comparing two carrier phase tracking techniques. GPS Solut 16, 197–207 (2012). https://doi.org/10.1007/s10291-011-0222-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10291-011-0222-z