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Enhancing Air Traffic Management Security by Means of Conformance Monitoring and Speech Analysis

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Cognitive Infocommunications, Theory and Applications

Abstract

This document describes the concept of an air traffic management security system and current validation activities. This system uses speech analysis techniques to verify the speaker authorization and to measure the stress level within the air-ground voice communication between pilots and air traffic controllers on one hand, and on the other hand it monitors the current air traffic situation. The purpose of this system is to close an existing security gap by using this multi-modal approach. First validation results are discussed at the end of this article.

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References

  1. Baranyi P, Csapo A, Sallai Gy (2015) Cognitive Infocommunications (CogInfoCom). Springer International. ISBN 978-3-319-19607-7

    Google Scholar 

  2. Dehak N, Kenny PJ, Dehak R, Dumouchel P, Ouellet P (2011) Front-end factor analysis for speaker verification. IEEE Trans Audio Speech Lang Process 19(4):788–798

    Article  Google Scholar 

  3. Edmunds A (2010) Mode S—Helping to Reduce Risk. Hindsight 10 Magazine, Eurocontrol, Winter

    Google Scholar 

  4. EUROCONTROL, Air traffic management (ATM) explained. http://www.eurocontrol.int/articles/air-traffic-management-atm-explained

  5. EUROCONTROL: Specifications for Monitoring Aids. Edition 1.0, 15th July 2010. ISBN 978-2-87497-033-7

    Google Scholar 

  6. EUROCONTROL: Specification for Medium-Term Conflict Detection. Edition 1.0, 15th July 2010. ISBN 978-2-87497-034-4

    Google Scholar 

  7. EUROCONTROL: Specification for Short Term Conflict Alert. Edition 1.0, 22th Nov 2007

    Google Scholar 

  8. EUROCONTROL (2010), European Operational Concept Validation Methodology, Version 3.0. https://www.eurocontrol.int/publications/european-operational-concept-validation-methodology-eocvm

  9. Federal Ministry of Economic Affairs and Energy: Verordnung über Flugfunkzeugnisse (FlugFunkV). Issued 20th Aug 2008, updated 7th Feb 2012

    Google Scholar 

  10. Fortuna J et al (2004) Relative effectiveness of score normalisation methods in open-set speaker identification. In: Proceedings of the speaker and language recognition workshop (Odyssey), pp 369–376

    Google Scholar 

  11. GAMMA Consortium, Deliverable 6.2: Prototype Requirements. Oct 2015

    Google Scholar 

  12. GAMMA consortium, 2015, D5.1 Validation Exercise Plan

    Google Scholar 

  13. Hansen JH, Patil S (2007) Speech under stress: analysis, modeling and recognition. In: Speaker Classification I, pp 108–137

    Google Scholar 

  14. Hansen JHL et al (2000) The impact of speech under ‘stress’ on military speech technology. NATO Proj 4 Rep

    Google Scholar 

  15. Helmke H, Rataj J, Muehlhausen T, Ohneiser O, Ehr H, Kleinert M, Oualil Y, Schuldner M, Klakow D (2015) Assistant-based speech recognition for atm applications. In: 11th FAA/Eurocontrol ATM seminar. Lissabon/Portugal, June 2015

    Google Scholar 

  16. ICAO International Civil Aviation Organization: Universal Safety Oversight Audit Programme—Continuous Monitoring Manual. doc. 9735, 2011

    Google Scholar 

  17. ICAO International Civil Aviation Organization: Air Traffic Services. Annex 11, 13th Edition, 2001

    Google Scholar 

  18. ICAO International Civil Aviation Organization: Performance-based Navigation (PBN) Manual. Doc. 9613, 3rd Edition, 2008

    Google Scholar 

  19. ICAO International Civil Aviation Organization: Manual on Global Performance of the Air Navigation System. Part I & II. Doc. 9883, February 2008

    Google Scholar 

  20. ICAO International Civil Aviation Organization: Procedures for Air Navigation Services—Air Traffic Management. Doc. 4444, 15th Edition, 2007

    Google Scholar 

  21. ICAO International Civil Aviation Organization: Manual of Radiotelephony. Doc. 9432, 4th Edition, 2007

    Google Scholar 

  22. ICAO International Civil Aviation Organization: Aeronautical Telecommunications. Annex 10, Volume II, 6th Edition, 2001

    Google Scholar 

  23. Kanagasundaram A, Vogt R, Dean D, Sridharan S (2012) PLDA based speaker recognition on short utterances. In: Proceedings of oddysey speaker and language recognition workshop. June 2012

    Google Scholar 

  24. Kreuz M (2015) Modellierung von Flugsicherungsprozessen auf Basis von System Dynamics. Forschungsbericht/DLR, Deutsches Zentrum für Luft- und Raumfahrt, p 33

    Google Scholar 

  25. Kurniawan H, Maslov AV, Pechenizkiy M (2013) Stress detection from speech and galvanic skin response signals. In: Computer-based medical systems, pp 209–214

    Google Scholar 

  26. Lazarus RS (1993) From psychological stress to the emotions: a history of changing outlooks. personality: critical concepts. Psychology 4:179

    Google Scholar 

  27. LiveATC: Fake ATC in Action (LTBA-Istanbul). 25th May 2011. http://www.liveatc.net/forums/atcaviation-audio-clips/25-may-2011-fake-atc-in-action-(ltba-istanbul)

  28. Macková L, Čižmár A, Juhár J (2015) A study of acoustic features for emotional speaker recognition in I-vector representation. Acta Electrotechnica et Informatica 15(2):15–20

    Article  Google Scholar 

  29. Maij A, van Dijk H (2015) Air traffic controller working position—a comparison between a single large display and multiple display set-up. Natl Aerosp Lab

    Google Scholar 

  30. Martin AF et al (1997) The DET curve in assessment of detection task performance. In: Proceedings of Eurospeech ’9, Rhodes, Greece, Sept 1997, vol 4, pp 1899–1903

    Google Scholar 

  31. Mc Ewen B, Lupien, S.: Stress: hormonal and neural aspects. In: Ramachandran et al (2002) Encyclopedia of human brain, vol 4. Academic Press, pp 129–139

    Google Scholar 

  32. Reynolds DA (1995) Robust text-independent speaker identification using gaussian mixture speaker models. IEEE Trans Speech Audio Process 3(1):72–83

    Article  MathSciNet  Google Scholar 

  33. Rusko M, Finke M (2016) Using speech analysis in voice communication : a new approach to improve air traffic management security. In: IEEE proceedings of 7th international conference on cognitive infocommunications CogInfoCom 2016. Wroclaw, Poland, pp. 181-186. ISBN 978-1-5090-2643-2

    Google Scholar 

  34. Rusko M, Darjaa S, Trnka M, Ritomský M, Sabo R (2014) Alert! ... calm down, there is nothing to worry about, warning and soothing speech synthesis. In: LREC, pp 1182–1187

    Google Scholar 

  35. Russell JA (1980) A circumplex model of affect. J Pers Soc Psychol 39(6):1161–1178

    Article  Google Scholar 

  36. Ruzanski E, Hansen JH et al (2005) Effects of Phoneme Characteristics on TEO Feature-Based Automatic Stress Detection in Speech. In: ICASSP, vol 1. pp 357–360

    Google Scholar 

  37. Sabo R, Rusko M, Ridzik A, Rajčáni J (2016) Stress, arousal, and stress detector trained on acted speech database. In: 18th International conference on speech and computer SPECOM 2016, Budapest, Aug 2016, pp 675–682

    Google Scholar 

  38. Scherer KR (2003) Vocal communication of emotion: a review of research paradigms. Speech Commun 40:227–256

    Article  Google Scholar 

  39. SESAR Joint Undertaking, Project 16. 02. 04, 2013, Security Validation Process, 16. 02. 04-D03

    Google Scholar 

  40. Singer E, Reynolds D (2004) Analysis of multi-target detection for speaker and language recognition. In: Proceedings of the speaker and language recognition workshop (Odyssey), pp 301–308

    Google Scholar 

  41. The Age: Lone-Wolf Radio Hoaxer Hacks Melbourne air Traffic Control. Nov 2016. http://www.theage.com.au/victoria/lonewolf-radio-hoaxer-hacks-melbourne-air-traffic-control-afp-20161107-gsk12o.html

  42. Womack BD, Hansen JH (1996) Classification of speech under stress using target driven features. Speech Commun 20(1):131–150

    Article  Google Scholar 

  43. January 2016. http://kaldi-asr.org/

  44. January 2016. http://www.openslr.org/12/

  45. Accessed on the 22nd of Jan 2016. http://www.voxforge.org/home

  46. July 2016. http://www.multilateration.com/surveillance.html

  47. NAVCANatm, NAVCANstrips page, July 2016. http://www.navcanatm.ca/en/navcansuite/navcanstrips.aspx?gclid=CJPCy7el7c0CFfEV0wod9IALcQ

  48. July 2016. http://saab.com/security/air-traffic-management/air-traffic-management/e-strip/

  49. July 2016. http://www.frequentis.com/en/sp/solutions-portfolio/air-traffic-management/products-and-solutions/air-traffic-control-and-automation/electronic-flight-strip-handling-system/

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Acknowledgements

The basic ideas of this article were briefly presented at CogInfoCom 2017. Rusko and Finke [33] The research leading to the results presented in this article has received funding from the European Union FP7 under grant agreement no 312382. More information can be found under http://www.gamma-project.eu.

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Correspondence to Milan Rusko .

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Rusko, M., Trnka, M., Darjaa, S., Rajčáni, J., Finke, M., Stelkens-Kobsch, T. (2019). Enhancing Air Traffic Management Security by Means of Conformance Monitoring and Speech Analysis. In: Klempous, R., Nikodem, J., Baranyi, P. (eds) Cognitive Infocommunications, Theory and Applications. Topics in Intelligent Engineering and Informatics, vol 13. Springer, Cham. https://doi.org/10.1007/978-3-319-95996-2_9

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