Abstract
A new technique for detecting GNSS multipath interference by comparing signal-to-noise (SNR) measurements on three frequencies is presented. Depending on the phase lag of the reflected signal with respect to the direct signal, multipath interference can be either constructive or destructive, with a commensurate effect on the measured SNR. However, as the phase lag is frequency dependent, the SNR is perturbed differently on each frequency. Thus, by differencing SNR measurements on different frequencies and comparing the result with that obtained in a low-multipath environment, multipath can be detected. Using three frequencies makes the process more robust. A three-frequency SNR-based multipath detector has been developed and calibrated using measurements from GPS Block IIF satellites in a low-multipath environment. The new detector has been tested in a range of urban environments and its multipath detection capability verified by showing that the MP observables oscillate when the new detection statistic is above a threshold value determined using data collected in a low-multipath environment. The new detector is also sensitive to diffraction.
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Benton C, Mitchell C (2011) Isolating the multipath component in GNSS signal-to-noise data and locating reflecting objects. Radio Sci 46(6):RS6002
Bhuiyan MZH, Lohan ES (2012) Multipath mitigation techniques for satellite-based positioning applications. In: Jin S (ed) Global navigation satellite systems: signal, theory and applications. InTech, Rijeka, pp 405–426
Bilich A, Larson K (2008) Mapping the GPS multipath environment using the signal-to-noise ratio (SNR). Radio Sci 42(6):RS6003
Bilich A, Axelrad P, Larson K (2007) Scientific utility of the signal-to-noise ratio (SNR) reported by geodetic GPS receivers. In: Proceedings of ION GNSS 2007, Institute of Navigation, Fort Worth, TX, September, 1999–2010
Bradbury J (2007) Prediction of urban GNSS availability and signal degradation using virtual reality city models. In: Proceedings of ION GNSS 2007, Institute of Navigation, Fort Worth, TX, September, pp 2696–2706
Brodin G, Daly P (1997) GNSS code and carrier tracking in the presence of multipath. Int J Satell Commun 15(1):25–34
Comp CJ, Axelrad P (1996) An adaptive SNR-based carrier phase multipath mitigation technique. In: Proceedings of ION GPS-96, Institute of Navigation, Kansas City, MO, September, pp 683–697
Comp CJ, Axelrad P (1998) Adaptive SNR based carrier phase multipath mitigation technique. IEEE Trans Aerosp Electron Syst 34(1):264–276
Granger R, Simpson S (2008) An analysis of multipath mitigation techniques suitable for geodetic antennas. In: Proceedings of ION GNSS 2008, Institute of Navigation, Savannah, GA, September, pp 2755–2765
Groves PD (2013) Principles of GNSS, inertial, and multisensor navigation systems, 2nd edn. Artech House, Boston
Groves PD, Jiang Z (2013) Height aiding, C/N 0 weighting and consistency checking for GNSS NLOS and multipath mitigation in urban areas. J Navig 66(5):653–659. doi:10.1017/S0373463313000350
Groves PD, Jiang Z, Wang L, Ziebart MK (2012) Intelligent urban positioning using multi-constellation GNSS with 3D mapping and NLOS detection. In: Proceedings of ION GNSS 2012, Institute of Navigation, Nashville, TN, September, pp 458–472
Groves PD, Jiang Z, Rudi M, Strode P (2013) A portfolio approach to NLOS and multipath mitigation in dense urban areas. In: Proceedings of ION GNSS + 2013, Institute of Navigation, Nashville, TN, September, pp 3231–3247
Hilla S, Cline M (2004) Evaluating pseudorange multipath effects at stations in the National CORS network. GPS Solut 7(4):253–267
Hsu L-T, Jan S-S, Groves PD, Kubo N (2014) Multipath mitigation and NLOS detection using vector tracking in urban environments. GPS Solut. doi:10.1007/s10291-014-0384-6
Jiang Z, Groves PD (2014) NLOS GPS signal detection using a dual-polarisation antenna. GPS Solut 18(1):15–26. doi:10.1007/s10291-012-0305-5
Lau L, Cross P (2007) Investigations into phase multipath mitigation techniques for high precision positioning in difficult environments. J Navig 60(3):95–105
Obst M, Bauer S, Wanielik G (2012) Urban multipath detection and mitigation with dynamic 3D maps for reliable land vehicle localization. In: Proceedings of IEEE/ION position, location, and navigation symposium 2012, Myrtle Beach, SC, April, pp 685–691
Peyraud S et al (2013) About non-line-of-sight satellite detection and exclusion in a 3D map-aided localization algorithm. Sensors 13(1):829–847
Rost C, Wanninger L (2009) Carrier phase multipath mitigation based on GNSS signal quality measurements. J Appl Geod 3(2):81–87
Rudi M (2012) GNSS multipath detection and mitigation from multiple-frequency measurements. MSc dissertation, University College London
Uren J, Price B (2010) Surveying for engineers, 5th edn. Palgrave Macmillan, Basingstoke
Wang L, Groves PD, Ziebart MK (2012) Multi-constellation GNSS performance evaluation for urban canyons using large virtual reality city models. J Navig 65(2):459–476
Wang L, Groves PD, Ziebart MK (2013) GNSS shadow matching: improving urban positioning accuracy using a 3D city model with optimized visibility scoring scheme. Navigation 60(3):195–207
Ward PW, Betz JW, Hegarty CJ (2006) Interference, multipath, and scintillation. In: Kaplan E, Hegarty CJ (eds) Understanding GPS principles and applications, 2nd edn. Artech House, Boston, pp 243–299
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The authors thank Aled Jones and Cyrus Mills for their help during the data capture phase and Dr Ziyi Jiang for his technical advice and support with the data processing software.
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Strode, P.R.R., Groves, P.D. GNSS multipath detection using three-frequency signal-to-noise measurements. GPS Solut 20, 399–412 (2016). https://doi.org/10.1007/s10291-015-0449-1
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DOI: https://doi.org/10.1007/s10291-015-0449-1