Article or book title, author's surname, DOI

Assessment of trajectory processing algorithms in air traffic control radar systems: measurement association

В.Ю. Киселев1, А.А. Монаков2

research article Pages: 56-66

  1. 1 аспирант, Санкт-Петербургский государственный университет аэрокосмического приборостроения
  2. 2 д.т.н., профессор, Санкт-Петербургский государственный университет аэрокосмического приборостроения

Abstract

With the air traffic and surveillance facilities evolvement many theoretical issues of tracking systems synthesis have been covered but not the ones assessment problems. The paper introduces a set of data association performance parameters and its evaluation tech-niques. Parameters tested in typical for air traffic control radar tracking scenario. Comparative analysis of data association algorithms based on Bayesian and non-Bayesian approaches, global and local association strategies was carried. Developed parameter set is useful for assessment of data association algorithms in radar tracking systems.

How to cite

Киселев В.Ю., Монаков А.А. Оценка качества алгоритмов траекторной обработки в радиолокационных системах управления воздушным движением: ассоциация измерений // Успехи современной радиоэлектроники. 2016. № 8. С. 56–66.

References

 

  1. Kiselev V.JU., Monakov A.A. Ocenka kachestva algoritmov traektornojj obrabotki v radiolokacionnykh sistemakh upravlenija vozdushnym dvizheniem: obnaruzhenie trekov // Radiotekhnika. 2016. № 3. C. 28-36.
  2. Kuzmin S.Z. Cifrovaja radiolokacija. Vvedenie v teoriju. Kiev: KViC. 2000.
  3. Bar-Shalom Y., Blair W.D. Multitarget-Multisensor Tracking. Applications and Advances. V. 3. London: Artech House. 2000.
  4. Bar-Shalom Y., Li X.R. Multitarget-Multisensor Tracking: Principles and Techniques. Storrs. CT: YBS Publishing. 1995.
  5. Farina A., Studer F. Cifrovaja obrabotka radiolokacionnojj informacii. Soprovozhdenie celejj / Per. s angl. M.: Radio i svjaz. 1993.
  6. Konovalov A.A. Osnovy traektornojj obrabotki radiolokacionnojj informacii. CH. 1. SPb.: SPbGEHTU «LEHTI». 2013.
  7. Sunnen A., Escritt P., Philipp W. Eurocontrol Standard Document for Radar Surveillance in En-Route Airspace and Major Terminal Areas. Brussels: Eurocontrol Agency. 1997.
  8. Zeebroek Y., Voet E. Surveillance Analysis Support System for ATC-Centre V-7 User Manual. Brussels: Eurocontrol Agency. 2011.
  9. Blackman S., Populi R. Design and Analysis of Modern Tracking Systems. London: Artech House. 1999.
  10. Munkres J. Algorithms for the Assignment and Transportation Problems // Journal of the Society for Industrial and Applied Mathematics. 1957. V. 5. № 1. P. 32-38.
  11. Blackman S. Multiple Hypothesis Tracking for multiple target tracking // IEEE Transactions on Aerospace and Electronic Systems. 2003. V. 19. № 1. P. 5-18.
  12. Reid D.B. An algorithm for tracking multiple targets // IEEE Transactions on Automatic Control. 1979. V. 24. № 6. P. 843-854.
  13. Stone L.D., Streit R.L., Corwin T.L. Bayesian Multiple Target Tracking, Second Edition. Artech House. 2014.
  14. Liggins M.E., Hall D.J., Llinas J. Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition. CRC Press. 2008.
  15. Coraluppi S., Carthel C. Benchmark Analysis of NURC Multistatic Tracking Capability // The 9th International Conference on Information Fusion. 2006.
  16. Maludrottu S., Dore A. Performance Evaluation of Multisensor Architectures for Tracking. Multi-camera and Multi-modal Sensor Fusion Algorithms and Applications // M2SFA2008: Workshop on Multi-camera and Multi-modal Sensor Fusion. 2008.
  17. Coraluppi S., Hempel C., Cour B. MSTWG Multistatic Tracker Evaluation Using Simulated Scenario Data Sets // 11th International Conference on Information Fusion. 2008. P. 1807-1814.