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2019-01-21
A Joint Detection and Tracking Algorithm for Unresolved Target and Radar Decoy
By
Progress In Electromagnetics Research B, Vol. 83, 43-60, 2019
Abstract
Miniature Air Launched Decoy (MALD) is an electronic warfare technique for inducing an angular deception in a monopulse radar by recreating glint angular error. MALD flies cooperatively with the true target, forms unresolved group targets within the radar beam, and destroys the detection, tracking and parameter estimation of monopulse radar for the true target. In this paper, a typical scenario for one target and one decoy was discussed, and the measurement model of target and decoy based on the actual non-ideal sampling conditions was established. The joint multi-targets probability density was adopted to dynamically describe the number and state of the targets within the radar beam. Based on the original observation without threshold decision, a joint detection and tracking algorithm for unresolved target and decoy was proposed under the Bayesian framework, and the judgment of existence of jamming and the target state estimation were deduced. Simulation results showed that the proposed method enabled quick detection of the appearance of MALD and estimated the state of target with minimal delay and high precision. Stable tracking of the true target was achieved under severe jamming conditions.
Citation
Zhiyong Song, Fei Cai, and Qiang Fu, "A Joint Detection and Tracking Algorithm for Unresolved Target and Radar Decoy," Progress In Electromagnetics Research B, Vol. 83, 43-60, 2019.
doi:10.2528/PIERB18103101
References

1. Knowles, J., "MALD-J passes design milestone," The Journal of Electronic Defense, Vol. 33, No. 2, 16-18, 2010.

2. Goodman, G., "MALD testing successful," The Journal of Electronic Defense, Vol. 31, No. 4, 16-17, 2008.

3. Yang, H., M. Zou, and S. Wang, "Analysis on development of air-launched decoy," Trainer, No. 1, 48-51, 2012.

4. Zhang, T., Z. Zhou, L. Yu, et al. "Coordinated evasion strategy for MALD and fighter in air combat," System Engineering and Electronics, Vol. 39, No. 12, 2739-2744, 2017.

5. Mao, Y., Y. Han, Q. Guo, and G. Yu, "Simulation and analysis of MALD blanket jamming," Modern Radar, Vol. 36, No. 1, 11-14, 2014.

6. Dai, H., H. Han, J. Wang, X. Xu, and H. Qiao, "An improved high angular resolution method by using four-channel jointed monopulse radar," 2017 Progress In Electromagnetics Research Symposium — Spring (PIERS), 3056-3061, St Petersburg, Russia, May 22–25, 2017.

7. Wu, J., Z. Xu, Z. Xiong, et al. "Resolution of multiple unresolved targets via dual monopulse with array radar," Proceeding of 2014 11th European Radar Conference, 1-4, Rome, Italy, 2014.

8. Lu, D. and Y. Li, "Study on resolution limit of space-time 2D joint processing," Transactions of Beijing Institute of Technology, Vol. 33, No. 2, 203-207, 2013.

9. Wang, L., Z. Xu, X. Liu, et al. "Estimation of unresolved targets number based on Gerschgorin disks," Proceeding of 2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 1-5, Beijing, China.

10. Bosse, J. and O. Rabaste, "Subspace rejection for matching pursuit in the presence of unresolved targets," IEEE Transactions on Signal Processing, Vol. 66, No. 8, 1997-2010, 2018.

11. Lu, Z., F. Li, and T. Zeng, "Monopulse radar angle extractor of multiple unresolved targets via matching pursuits," Proceeding of IET International Radar Conference, 1-5, Xi'an, China, 2013.

12. Li, Y., T. Zeng, B. Ji, et al. "Angle-tracking for two unresolved targets by high resolution spectrum analysis and pipeline technique," Proceeding of 2006 8th International Conference on Signal Processing, 11-14, Guilin, China, 2006.

13. Gorji, A. A., R. Tharmarasa, W. D. Blair, et al. "Multiple unresolved target localization and tracking using colocated MIMO radars," IEEE Transactions on Aerospace and Electronic Systems, Vol. 48, No. 3, 2498-2517, 2012.

14. Glass, J. D. and L. D. Smith, "Unresolved measurement processing with widely separated radars using sparse modeling," Proceeding of 2012 IEEE Radar Conference, 940-945, Atlanta, Georgia, USA, 2012.

15. Ma, J., L. Shi, J. Liu, et al. "Improved two-targets resolution using dual-polarization radar with interlaced subarray partition," Proceeding of 2017 13th IEEE International Conference on Electronic Measurement & Instruments (ICEMI), 397-400, Qingdao, China, 2017.

16. Zhao, Y. N., Z. Q. Zhou, and X. L. Qiao, "Angle estimation for two closely spaced targets with polarization monopulse radar," Proceeding of 2005 Asia-Pacific Microwave Conference, 3-8, Suzhou, China, 2005.

17. Blair, W. D. and M. Brandt-Pearce, "Unresolved Rayleigh target detection using monopulse measurements," IEEE Transactions on Aerospace and Electronic Systems, Vol. 34, No. 2, 543-552, 1998.

18. Glass, J. D. and W. D. Blair, "Detection of unresolved Rayleigh targets using adjacent bins," Proceeding of 2016 IEEE Aerospace Conference, 1-7, Big Sky, Montana, 2016.

19. Zhao, F., J. Yang, M. Dan, et al. "Detection of presence of multiple unresolved targets based on range glint," ACTA Electronica Sinica, Vol. 36, No. 12, 2290-2298, 2008.

20. Zhao, F., L. Bi, and T. Min, "A new method for detecting the presence of multiple unresolved targets," ACTA Electronica Sinica, Vol. 38, No. 10, 2258-2263, 2010.

21. Blair, W. D. and M. Brandt-Pearce, "Monopulse DOA estimation of two unresolved Rayleigh targets," IEEE Transactions on Aerospace and Electronic Systems, Vol. 37, No. 2, 452-469, 2001.

22. Lee, S.-P., B.-L. Cho, S.-M. Lee, et al. "Unambiguous angle estimation of unresolved targets in monopulse radar," IEEE Transactions on Aerospace and Electronic Systems, Vol. 51, No. 2, 1170-1177, 2015.

23. Li, H., J. Deng, and X. Wang, "Monopulse DOA estimation of two unresolved targets with SNR estimation," Proceeding of 2015 IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 644-647, 2015.

24. Sinha, A., T. Kirubarajan, and Y. Bar-Shalom, "Tracker and signal processing for the benchmark problem with unresolvedtargets," IEEE Transactions on Aerospace and Electronic Systems, Vol. 42, No. 1, 279-300, 2006.

25. Zhang, X., P. K. Willett, and Y. Bar-Shalom, "Monopulse Radar detection and localization of multiple unresolved targets via joint bin processing," IEEE Transactions on Signal Processing, Vol. 56, No. 3, 1302-1308, 2005.

26. Wang, Z., A. Sinha, P. Willett, et al. "Angle estimation for two unresolved targets with monopulse radar," IEEE Transactions on Aerospace and Electronic Systems, Vol. 40, No. 3, 998-1019, 2004.

27. Ehrman, L. M. and W. D. Blair, "Accounting for frequency dilation of the monopulse ratio when using the joint multiple bin processing," Proceeding of 2006 Proceeding of the Thirty-Eighth Southeastern Symposium on System Theory, 230-234, Cookeville, TN, USA, 2006.

28. Jeong, S. and J. K. Tugnait, "Tracking of two targets in clutter with possibly unresolved measurements," IEEE Transactions on Aerospace and Electronic Systems, Vol. 44, No. 2, 748-765, 2008.

29. Svensson, D., M. Ulmke, and L. Danielsson, "Joint probabilistic data association filter for partially unresolvedtarget groups," Proceeding of 13th International Conference on Information Fusion, 1-8, Edinburgh, UK, 2010.

30. Henk, A., P. Blom, and E. A. Bloem, "Bayesian tracking of two possibly unresolved maneuvering targets," IEEE Transactions on Aerospace and Electronic Systems, Vol. 43, No. 2, 612-627, 2007.

31. Davey, S. J., "Tracking possibly unresolved targets with PMHT," Proceeding of IEEE 2007 Information, Decision and Control, 47-52, Adelaide, Australia, 2007.

32. Mahler, R., Statistical Multisource Multitarget Information Fusion, Artech House, Norwood, MA, 2007.

33. Mahler, R., Advances in Statistical Multisource-Multitarget Information Fusion, Artech House, Norwood, MA, 2014.

34. Mahler, R., "PHD filters for nonstandard targets, II: Unresolved targets," Proceeding of 2009 12th International Conference on Information Fusion, 922-929, Seattle, Washington, USA, 2009.

35. Erdinc, O., P. Willett, and Y. Bar-Shalom, "Probability hypothesis density filter for multitarget multisensor tracking," Proceeding of 2005 7th International Conference on Information Fusion, 8-15, Philadelphia, PA, USA, 2005.

36. Beard, M., B.-T. Vo, and B.-N. Vo, "Bayesian multi-target tracking with merged measurements using labelled random finite sets," IEEE Transactions on Signal Processing, Vol. 63, No. 6, 1433-1447, 2015.

37. Li, Y., H. Xiao, and H. Wu, "Joint tracking and identification of the unresolved towed decoy and aircraft using the labeled particle probability hypothesis density filter," Proceeding of 2015 8th International Congress on Image and Signal Processing (CISP), 1442-1447, Shenyang, China, 2015.

38. Lian, F., Y. Xiang, and H. Chen, "Tracking unresolved targets using cardinalized probility hypothesis density filter," System Engineering and Electronics, Vol. 35, No. 12, 2445-2451, 2013.

39. Zhang, G., F. Lian, and C. Han, "CBMeMBer filters for nonstandard targets, II: Unresolved targets," Proceeding of 17th International Conference on Information Fusion (FUSION), 1-6, Salamanca, Spain, 2014.

40. Yan, B., L. Xu, M. Q. Li, et al. "Track-before-detect algorithm based on dynamic programming for multi-extended-targets detection," IET Signal Processing, Vol. 11, No. 6, 674-686, 2017.

41. Chen, H., P. Krishna, T. Kirubarajan, et al. "General data association with possibly unresolved measurements using linear programming," Proceeding of 2003 Conference on Computer Vision and Pattern Recognition Workshop, 103-108, Portland, OR, USA, 2003.

42. Xiong, Y. and X. Wang, "A TBD algorithm to detect slow dim target based on Hough transform," 6th International Conference on Wireless, Mobile and Multi-Media (ICWMMN 2015), 313-317, Beijing, China, 2015.

43. Yu, H., G. Wang, Q. Cao, et al. "A fusion based particle filter TBD algorithm for dim targets," Chinese Journal of Electronics, Vol. 24, No. 3, 590-595, 2015.

44. Isaac, A., X. Zhang, P. Willett, et al. "A particle filter for tracking two closely spaced objects using monopulse radar channel signals," IEEE Signal Processing Letters, Vol. 13, No. 6, 357-360, 2006.

45. Isaac, A., P. Willett, and Y. Bar-Shalom, "MCMC methods for tracking two closely spaced targets using monopulse radar channel signals," IET Radar, Sonar & Navigation, Vol. 1, No. 3, 221-229, 2007.

46. Isaac, A., P. Willett, and Y. Bar-Shalom, "Quickest detection and tracking of spawning targets using monopulse radar channel signals," IEEE Transactions on Signal Processing, Vol. 56, No. 3, 1302-1308, 2008.

47. Nandakumaran, N., A. Sinha, and T. Kirubarajan, "Joint detection and tracking of unresolved targets with monopulse radar," IEEE Transactions on Aerospace and Electronic Systems, Vol. 44, No. 4, 1326-1341, 2008.

48. Song, Z., H. Xiao, Y.-L. Zhu, et al. "A novel approach to detect the unresolved towed decoy in terminal guidance," Chinese Journal of Electronics, Vol. 21, No. 2, 367-373, 2012.

49. Li, X. R. and V. Jilkov, "Survey of maneuvering target tracking: Part I. Dynamic models," IEEE Transactions on Aerospace and Electronic Systems, Vol. 39, No. 4, 1333-1364, 2003.

50. Zhang, X., P.-K. Willet, and Y. Bar-Shalom, "Monopulse radar detection and localization of multiple unresolved targets via joint bin processing," IEEE Transactions on Signal Processing, Vol. 53, No. 4, 1225-1236, 2005.

51. Skolnik, M. I., Introduction to Radar Systems, 3rd Ed., McGraw-Hill, New York, 2001.

52. Kreucher, C., K. Kastella, and A. O. I. Hero, "Multitarget tracking using the joint multitarget probability density," IEEE Transactions on Aerospace and Electronic Systems, Vol. 41, No. 4, 1396-1414, 2005.

53. Cai, F., "Research on detection and tracking technologies for dim targets in radar," National University of Defense Technology, China, 2015.

54. Zhao, Z. and M. Kumar, "An MCMC-based particle filter for multiple target tracking," 15th International Conference on Information Fusion, 1676-1682, Singapore, 2012.