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Statistical Analysis of the Detection Probability of the TianTuo-3 Space-based AIS

Published online by Cambridge University Press:  14 September 2017

Shiyou Li ,
Lihu Chen ,
Xiaoqian Chen ,
Yong Zhao  and
Lei Yang
Shiyou Li*
Affiliation:
(College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, 410073, China)
Lihu Chen
Affiliation:
(College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, 410073, China)
Xiaoqian Chen
Affiliation:
(College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, 410073, China)
Yong Zhao
Affiliation:
(College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, 410073, China)
Lei Yang
Affiliation:
(College of Aerospace Science and Engineering, National University of Defense Technology, Changsha, 410073, China)
*
(E-mail: [email protected])
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Abstract

The Micro-Nano satellite TianTuo-3 (TT-3) developed by the National University of Defense Technology (NUDT) was successfully launched on 20 September 2015. The space-based Automatic Identification System (AIS) on board TT-3 works well and stably receives AIS signals from global vessels. In this work, we perform statistical analysis on the detection probability of the vessels in the concerned areas by using the TT-3 AIS data. The results suggest that the detection probability of vessels decreases as the distribution density increases, especially in the offshore areas of dense traffic and the TT3-AIS vessel detection probability in the oceans can be higher than 40%, indicating that the TT-3 AIS has achieved a high probability of coverage of vessels for a single receiving antenna. The analysis results will present helpful references both in evaluating the potential application of satellite-based AIS and for designing the next generation space-based AIS which might greatly improve the detection probability of ocean-going vessels.

Keywords

TianTuo-3Space-based AISDetection probabilitySignal confliction
Type
Research Article
Information
The Journal of Navigation , Volume 71 , Issue 2 , March 2018 , pp. 467 - 481
Copyright
Copyright © The Royal Institute of Navigation 2017 

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References

REFERENCES

Brusch, S., Lehner, S., Schwarz, E. and Fritz, T. (2010). Near real time ship detection experiments. Advances in SAR Oceanography from ENVISAT, ERS and ESA third party missions, Workshop ESA ESRIN, Frascati/Rome, Italy. Google Scholar
Burzigotti, P., Ginesi, A. and Colavolpe, G. (2012). Advanced receiver design for satellite-based automatic identification system signal detection. International Journal of Satellite Communications and Networking, 30, 52–63.Google Scholar
Cain, J.S. and Meger, E. (2009). Space-Based AIS: Contributing to Global Safety and Security. Proceedings of the ISU 13th Annual Symposium, Strasbourg, France.Google Scholar
Cairns, W.R. (2005). AIS and Long Range Identification & Tracking. The Journal of Navigation, 58(2), 181–189.Google Scholar
Carson-Jackson, J. (2012). Satellite AIS – Developing Technology or Existing Capability? The Journal of Navigation, 65, 303–321.Google Scholar
Carthel, C., Coraluppi, S., Grasso, R. and Grignan, P. (2007). Fusion of AIS, RADAR and SAR data for maritime surveillance - art. no. 67480Y[J]. Proceedings of SPIE - The International Society for Optical Engineering, 6748.Google Scholar
Cervera, M.A., Ginesi, A. and Eckstein, K. (2011). Satellite-based vessel Automatic Identification System: A feasibility and performance analysis. International Journal of Satellite Communications and Networking, 29, 117–142.Google Scholar
Chen, L.H., Chen, X.Q., Zhao, Y. and Cheng, Y. (2015). Design and on-orbit application of TT-1 satellite-based automatic identification system. Journal of National University of Defense Technology, 37(1), 65–69 (in Chinese).Google Scholar
Cheng, Y., Chen, L.H. and Chen, X.Q. (2014). Modelling and simulation analysis of detection probability for space-based AIS. Journal of National University of Defense Technology, 36(3), 51–57. (in Chinese)Google Scholar
Cheng, Y., Chen, L.H. and Chen, X.Q. (2015). A Beam Scanning Method based on the Helical Antenna for Space-based AIS. Journal of Navigation, 68, 52–70.Google Scholar
Chaturvedi, S.K., Yang, C., Ouchi, K. and Shanmugam, P. (2012). Ship recognition by integration of SAR and AIS. Journal of Navigation, 65(2), 323–337.CrossRefGoogle Scholar
Duffey, T., Huffine, C. and Nicholson, S. (2008). On-Orbit Results from the TacSat-2 ACTD Target Indicator Experiment AIS Payload. Proceedings of the Symposium Small Satellites Systems & Services, 660.Google Scholar
Eriksen, T., Høye, G., Narheim, B. and Meland, B.J. (2006). Maritime traffic monitoring using a space-based AIS receiver. Acta Astronautica, 58(10), 537–549, http://dx.doi.org/10.1016/j.actaastro.2005.12.016.Google Scholar
Eriksen, T., Skauen, A., Narheim, B. and Helleren, Ø. (2010). Tracking ship traffic with space-based AIS: experience gained in first months of operations. Proceedings of the Waterside Security Conference, Marina di Carrara, Italy, doi: 10.1109/WSSC.2010.5730241.Google Scholar
ExactEarth. (2013). EV-1 Performance Review. http://www.exactearth.com/media-centre/past-issues-ofexactnews/exactNews-Issue6.pdf.Google Scholar
Graveson, A. (2004). AIS–an inexact science. The Journal of Navigation, 57, 339–343.Google Scholar
Holsten, S. (2009). Global maritime surveillance with satellite-based AIS. In OCEANS 2009-Europe IEEE.Google Scholar
Høye, G.K., Eriksen, T., Meland, B.J. and Narheim, B.T. (2008). Space-based AIS for global maritime traffic monitoring. Acta Astronautica, 62(2), 240-245.Google Scholar
ITU. (2001). Technical Characteristics for a Universal Vessel-borne Automatic Identification System Using Time Division Multiple Access in the VHF Maritime Mobile Band. Technical Classifications of Recommendations ITU-M, 1371-1, Geneva, Switzerland.Google Scholar
ITU. (2010). Technical Classifications of Recommendations ITU-M.1371-4. Technical characteristics for an automatic identification system using time-division multiple access in the VHF maritime mobile band, Rec. ITU-R M.1371-4, 04/2010, 2010.Google Scholar
Li, S.Y., Chen, L.H. and Chen, X.Q. (2017a). Decoding analysis of the time information from the space-based AIS message. Chinese Space Science and Technology, 37(1), 75–81, DOI: 10.16708/j.cnki.1000-758x.2017.0014. (in Chinese).Google Scholar
Li, S.Y., Chen, X.Q., Chen, L.H., Zhao, Y., Sheng, T. and Bai, Y.Z. (2017b). Data receiving analysis of the AIS on board the “TianTuo-3” Micro-satellite. The Journal of Navigation, 70(4), 761–774.CrossRefGoogle Scholar
Narheim, B., Helleren, O., Olsen, O., Olsen, R., Rosshaug, H., Beattie, A., Kekez, D. and Zee, R. (2011). Aissat-1 early results. 25th Annual AIAA/USU Conference on Small Satellites, SSC11-III-6. http://digitalcommons.usu.edu/smallsat/2011/all2011/26/ Google Scholar
Silveira, P.A.M., Teixeira, A.P. and Guedes, Soares, C. (2013). Use of AIS Data to Characterise Marine Traffic Patterns and Vessel Collision Risk off the Coast of Portugal. The Journal of Navigation, 66, 879–898.Google Scholar
Skauen, A.N. (2016). Quantifying the tracking capability of space-based AIS systems. Advances in Space Research, 57, 527–542, http://dx.doi.org/10.1016/j.asr.2015.11.028.CrossRefGoogle Scholar
Tobehn, C., Schonenberg, A., Rinaldo, R., Ginesi, A., Ginati, A. and Sciberras, L. (2011). European Satellite AIS under Joint EMSA/ESA Integrated Applications Programme. 62nd International Astronautical Congress (IAC2011), 1–10.Google Scholar
Vu Trong, T., Dinh Quoc, T., Dao Van, T., Pham Quang, H. and Nguyen, H. (2011). Constellation of small quick-launch and self-deorbiting Nano-satellites with AIS receivers for global vessel traffic monitoring. 2nd Nano-Satellite Symposium, Tokyo, Japan.Google Scholar
Wahl, T. and Høye, G. K. (2003). New Possible Roles of Small Satellites in Maritime Surveillance. Proceedings of Fourth IAA Symposium on Small Satellites for Earth Observation, Berlin, Germany.Google Scholar