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Passive interference localization within the GNSS environmental monitoring system (GEMS): TDOA aspects

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Abstract

Due to their low power levels, global positioning system (GPS) signals are very susceptible to interference from intentional and unintentional sources. With ever increasing reliance on global navigation satellite systems (GNSS) for everyday operation of safety–critical infrastructure, the detection, localization and elimination of interference to GNSS is of paramount importance. The GNSS environmental monitoring system (GEMS) II provides the capability to detect and localize interferers in real time in a given area. It consists of a number of spatially distributed sensor nodes connected to a central processing unit. Interference is localized using hybrid direction-of-arrival (DOA) and time-difference-of-arrival (TDOA) techniques. We describe the GEMS II environment and provide an in-depth analysis and evaluation of the TDOA aspects of the system. During evaluation, signals generated from Spirent GPS signal generators as well as data from actual field-test trials are used to provide extensive performance analysis and comparison, with a view to final system integration.

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References

  • Balaei AT, Wu J, Dempster AG (2007) Comparison between GPS and Galileo satellite availability in the presence of CW interference. In: Proceedings of International Symposium on GPS/GNSS (IGNSS)

  • Balaei AT, Dempster AG, Akos D (2008) Quantization degradation of GNSS signal quality in the presence of CW RFI. In: Proceedings of IEEE International Symposium on Spread Spectrum Techniques and Applications (ISSSTA’08), pp 42–47

  • Bendat JS, Piersol AG (1993) Engineering applications of correlation and spectral analysis, 2nd edn. John, New York

    Google Scholar 

  • Betz JW (2000) Effect of Narrowband Interference on GPS code tracking accuracy. In: Proceedings of ION-NTM 2000, The Institute of Navigation, Anaheim, pp 16–27

  • Bhatti JA, Humphreys TE, Ledvina BM (2012) Development and demonstration of a TDOA-based GNSS interference signal localization system. In: Proceedings of IEEE/ION position location and navigation symposium (PLANS), pp 455–469

  • Boucher R, Hassab J (1981) Analysis of discrete implementation of generalized cross correlator. IEEE Trans Acoust Speech Signal Process 29(3):609–611

    Article  Google Scholar 

  • Brown A, Reynolds D, D Roberts, Serie S (1999) Jammer and Interference Location. In: Proceedings of ION GPS 1999, The Institute of Navigation, Nashville, pp 137–142

  • Butsch F (1999) A concept for GNSS interfence monitoring. In: Proceedings of ION-GPS 1999, The Institute of Navigation, pp 14–17

  • Cabot R (1981) A note on the application of the Hilbert transform to time delay estimation. IEEE Trans Acoust Speech Signal Process 29(3):607–609

    Article  Google Scholar 

  • Carter GC (1993) Coherence and time delay estimation: an applied tutorial for research, development, test, and evaluation engineers. IEEE Press, Piscataway

    Google Scholar 

  • Cetin E, Thompson RJR, Dempster AG (2011) Interference localisation within the GNSS environmental monitoring system (GEMS). In: Proceedings of International Symposium on GPS and GNSS (IGNSS)

  • Curry C (2011) GAARDIAN Project Results and Introduction to The SENTINEL Project. Paper presented at the Interference, Detection, and Monitoring Conference, March

  • de Jong PGM, Arts T, Hoeks APG, Reneman RS (1990) Determination of tissue motion velocity by correlation interpolation of pulsed ultrasonic echo signals. Ultrason Imaging 12(2):84–98

    Article  Google Scholar 

  • de Jong PGM, Arts T, Hoeks APG, Reneman RS (1991) Experimental evaluation of the correlation interpolation technique to measure regional tissue velocity. Ultrason Imaging 13(2):145–161

    Article  Google Scholar 

  • Dempster AG (2005) How vulnerable is GPS. Position, vol 20

  • Drake SR, Dogancay K (2004) Geolocation by time difference of arrival using hyperbolic asymptotes. In: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP ‘04), pp 361–364

  • Falk J, Handel P, Jansson M (2002) Direction finding for electronic warfare systems using the phase of the cross spectral density. KTH

  • Fontanella D, Bauernfeind R, Eissfeller B (2012) In-Car GNSS Jammer Localization with a Vehicular Ad-Hoc Network. In: Proceedings of ION GNSS 2012, The Institute of Navigation, Nashville, pp 2885–2893

  • Gabelli G, Cetin E, Thompson RJR, Dempster AG, Corazza GE (2013) GNSS signal cancellation for enhanced interference detection and localization. In: Proceedings of International Symposium on GPS and GNSS (IGNSS)

  • GPSat Systems Ltd (2009) GSA-010-601 SatGraph user manual

  • Grant A, Williams P, Ward N, Basker S (2009) GPS jamming and the impact on maritime navigation. J Navig 62(02):173–187

    Article  Google Scholar 

  • Gromov K, Akos D, Sam P, P E, Bradford P (2000) GIDL: generalized interference detection and localization system. In: Proceedings of ION GPS 2000, The Institute of Navigation, Salt Lake City, pp 447–457

  • Hambling D (2011) GPS chaos: How a $30 box can jam your life. New Scientist

  • Hassab JC, Boucher R (1979) A quantitative study of optimum and sub-optimum filters in the generalized correlator. In: Proceedings of Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP ‘79, pp 124–127. doi:10.1109/ICASSP.1979.1170770

  • Holm S (1987) FFT pruning applied to time domain interpolation and peak localization. IEEE Trans Acoust Speech Signal Process 35(12):1776–1778

    Article  Google Scholar 

  • Houghton AW, Reeve CD (1995) Spread spectrum signal detection using a cross correlation receiver. In: Proceedings of Sixth International Conference on Radio Receivers and Associated Systems, pp 42–46

  • Houghton AW, Reeve CD (1997) Direction finding on spread-spectrum signals using the time-domain filtered cross spectral density. IEE Proc Radar Sonar Navig 144(6):315–320

    Article  Google Scholar 

  • Jacovitti G, Scarano G (1993) Discrete time techniques for time delay estimation. IEEE Trans Signal Process 41(2):525–533

    Article  Google Scholar 

  • Kaplan E, Hegarty C (2005) Understanding GPS principles and applications, 2nd edn. Artech House, Norwood

    Google Scholar 

  • Kay SM (1993) Fundamentals of statistical signal processing, Volume I: estimation Theory (v. 1). PTR Prentice-Hall, Englewood Cliffs

  • Knapp C, Carter G (1976) The generalized correlation method for estimation of time delay. IEEE Trans Acoust Speech Signal Process 24(4):320–327

    Article  Google Scholar 

  • Kraus T, Bauernfeind R, Eissfeller B (2011) Survey of In-Car Jammers—analysis and modeling of the RF signals and IF samples (Suitable for Active Signal Cancelation). In: Proceedings of ION GNSS 2011, The Institute of Navigation, Portland, pp 430–435

  • Lindström J, Akos D, Isoz O, Junered M (2007) GNSS interference detection and localization using a network of low cost front–end modules. In: Proceedings of ION GNSS 2007, The Institute of Navigation, Fort Worth, pp 1165–1172

  • Lyons RG (2004) Understanding digital signal processing, 2nd edn. Prentice Hall PIR, Upper Saddle River

    Google Scholar 

  • Merrill J (2011) US interference detection and mitigation plan (IDM). In: Proceedings of 51st Meeting of the Civil GPS Service Interface Committee at the Institute of Navigation Conference (GNSS 2011)

  • RAE (2011) The royal academy of engineering, global navigation space systems: reliance and vulnerabilities

  • Reed F, Feintuch P, Bershad N (1981) Time delay estimation using the LMS adaptive filter—static behavior. IEEE Trans Acoust Speech Signal Process 29(3):561–571

    Article  Google Scholar 

  • Rodriguez M, Williams R, Carlow T (1981) Signal delay and waveform estimation using unwrapped phase averaging. IEEE Trans Acoust Speech Signal Process 29(3):508–513

    Article  Google Scholar 

  • Thompson RJR, Balaei AT, Dempster AG (2009) Dilution of precision for GNSS interference localisation. In: Proceedings of European Navigation Conference (ENC-GNSS)

  • Thompson RJR, Cetin E, Dempster AG (2011) Influence of GPS satellites cross-correlation on the TDOA measurements within the GNSS environmental monitoring system (GEMS). In: Proceedings of International Symposium on GPS and GNSS (IGNSS)

  • Thompson RJR, Cetin E, Dempster AG (2012) Evaluation of relative GPS timing under jamming conditions. In: Proceedings of ION GNSS 2012, The Institute of Navigation, Nashville, pp 717–730

  • Thompson RJR, Cetin E, Dempster AG (2012) Unknown source localization using RSS in open areas in the presence of ground reflections. In: Proceedings of IEEE/ION Position Location and Navigation Symposium (PLANS) pp 1018-1027

  • Trinkle M, Gray DA (2002) Interference localisation trials using adaptive antenna arrays. In: Proceedings of ION GPS 2002, The Institute of Navigation, Portland, pp 613–619

  • Trinkle M, Cetin E, Thompson RJR, Dempster AG (2012) Interference localisation within the GNSS environmental monitoring system (GEMS)—Initial Field Test Results. In: Proceedings of ION GNSS 2012, The Institute of Navigation, Nashville, pp 2930–2939

  • Wendel J, Kurzhals C, Houdek M, Samson J (2012) An interference monitoring system for GNSS reference stations. In: Proceedings of 15th International Symposium on Antenna Technology and Applied Electromagnetics (ANTEM), pp 1–5

  • Xu Z, Trinkle M (2012) Weak GPS interference direction of arrival estimation using GPS signal cancellation. In: Proceedings of ION GNSS 2012, The Institute of Navigation, Nashville

  • Xu Z, Trinkle M, Gray DA (2011) Interference angle of arrival estimation within the GNSS environmental monitoring system (GEMS) using antenna arrays. In: Proceedings of International Symposium on GPS and GNSS (IGNSS)

  • Zhang L, Wu X (2006) On the application of cross correlation function to subsample discrete time delay estimation. Digit Signal Process 16(6):682–694

    Article  Google Scholar 

Download references

Acknowledgments

This work was funded by Australian Research Council (ARC) Linkage Grant LP0882191 led by the University of New South Wales with partners University of Adelaide and GPSat Systems.

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Correspondence to Ediz Cetin.

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Cetin, E., Thompson, R.J.R. & Dempster, A.G. Passive interference localization within the GNSS environmental monitoring system (GEMS): TDOA aspects. GPS Solut 18, 483–495 (2014). https://doi.org/10.1007/s10291-014-0393-5

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