Skip to main content

The Storage and Sharing of Big Data in Air Traffic Management System

  • Conference paper
  • First Online:
Big Data Intelligence and Computing (DataCom 2022)

Abstract

With the continuous development of aviation business and informatization, the storage and sharing mechanism based on big data will play a more important role in the next generation Air Traffic Management (ATM) system. On the basis of analyzing the traditional aviation network, this paper proposes a new network structure for the storage and sharing of aviation big data to solve the transmission bottleneck, information security and other problems existing in the current network, and effectively ensure the safe and efficient operation of air traffic transportation. The structure is information-centric, with publish and subscribe as the main transmission paradigm, and includes multiple levels such as security, policy, data content and application. The main research contents of this paper are as follows. (i) Analyze the development trend of the new generation of ATM and the problems existing in the current aviation network, and in this context, propose the network structure for aviation big data. (ii) Design the policy layer of the new network structure, including content naming mode, routing mode and caching mode. (iii) Design the security layer of the new network structure, including data security, privacy protection and guarantee service, analyze the application of the new aviation network in specific aviation services.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 69.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 89.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Yan, R.: Concept and analysis of civil aviation collaborative decision-making (CDM). Chinese Sci. Technol. Terminol. 14(6), 50–53 (2012)

    Google Scholar 

  2. ICAO: Manual on System Wide Information Management (SWIM) Concept, Doc. 10039. https://www.icao.int/airnavigation/IMP/Documents/SWIM%20Concept%20V2%20Draft%20with%20DISCLAIMER.pdf (2014)

  3. Hilbert, M.: Big data for development: a review of promises and challenges. Dev. Policy Rev. 34(1), 135–174 (2016)

    Article  MathSciNet  Google Scholar 

  4. Zhang, Z.B.: The concept, characteristics and application of air traffic management big data. J. China Civil Aviation Flight Academy 26(6), 18–21 (2015)

    Google Scholar 

  5. Fisher, D., DeLine, R., Czerwinski, M., Drucker, S.: Interactions with big data analytics. Interactions 19(3), 50–59 (2012)

    Article  Google Scholar 

  6. Signore, T.L., Girard, M.: The aeronautical telecommunication network (ATN). In: Military Communications Conference, MILCOM 98. Proceedings, pp. 40–44. IEEE (1998)

    Google Scholar 

  7. Huang, H.Q., Xue, P.: Research on the construction of national aviation telecommunication network. Comput. Eng. Design 29(6), 1355–1357 (2008)

    Google Scholar 

  8. ICAO: Global Air Traffic Management Operational Concept, Doc.9854 (2005)

    Google Scholar 

  9. George, X., Christopher, N.V., Vasilios, A.S., et al.: A survey of information-centric networking research. IEEE Commun. Surv. Tutorials 16(2), 1024–1049 (2014)

    Article  Google Scholar 

  10. Huang, T., Liu, J., Huo, R., Wei, L., Liu, Y.J.: A review of future network architecture research. Chinese J. Commun. 35(8), 184–197 (2014)

    Google Scholar 

  11. Chai, W.K., He, D.L., Psaras, I., Pavlou, G.: Cache less for more in information-centric networks(extended version). Comput. Commun. 36(7), 758–770 (2013)

    Article  Google Scholar 

  12. Jelenkovic, P.R., Radovanovic, A., Squillante, M.S.: Critical sizing of lru caches with dependent requests. J. Appl. Probab. 43(4), 1013–1027 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  13. Baugher, M., Davie, B., Narayanan, A., Oran, D.: Self-verifying names for read-only named data. In: Proceedings of IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), vol. 12, pp. 274–279(2012)

    Google Scholar 

  14. Hu, V.C., Richard Kuhn, D., Ferraiolo, D.F.: Attribute-based access control. Computer 48(2), 85–88 (2015). https://doi.org/10.1109/MC.2015.33

    Article  Google Scholar 

  15. Moses, T.: eXtensible Access Control Markup Language (XACML) Version 2.0. OASIS Standard (2005)

    Google Scholar 

  16. Liu, Z., Cao, Z.F.: On effciently transferring the linear secret-sharing scheme matrix in ciphertext-policy attribute-based encryption. IACR Cryptology ePrint Archive, vol. 374 (2010)

    Google Scholar 

  17. EUROCONTROL, Airport Collaborative Decision Making (A-CDM)[EB/OL]. http://www.eurocontrol.int/articles/airport-collaborative-decision-making-cdm (2017)

  18. Düsseldorf, A.: Airport Collaborative Decision Making (A-CDM) Brief Description Process Description. https://www.munich-airport.de/de/micro/airport_cdm/media/download/dus_brief_descrip_en.pdf (2014)

  19. Huang, J.: The exploration in establishment of A-CDM system and my thoughts. Civil Aviat. Manag. 08, 17–19 (2017)

    Google Scholar 

Download references

Acknowledgment

This research was funded by the joint funds of National Natural Science Foundation of China and Civil Aviation Administration of China (U1933108) and the National Natural Science Foundation of China (62172418), the Natural Science Foundation of Tianjin China (21JCZDJZ00830), the Fundamental Research Funds for the Central Universities of China (3122021026, ZXH2012P004), and the and the Open Fund of Key Laboratory of Civil Aircraft Airworthiness Technology (SH2021111907).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhijun Wu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Zhang, Y., Wang, Q., Li, J., Wu, Z. (2023). The Storage and Sharing of Big Data in Air Traffic Management System. In: Hsu, CH., Xu, M., Cao, H., Baghban, H., Shawkat Ali, A.B.M. (eds) Big Data Intelligence and Computing. DataCom 2022. Lecture Notes in Computer Science, vol 13864. Springer, Singapore. https://doi.org/10.1007/978-981-99-2233-8_16

Download citation

  • DOI: https://doi.org/10.1007/978-981-99-2233-8_16

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-99-2232-1

  • Online ISBN: 978-981-99-2233-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics