Multi-aspect radar target recognition method based on scattering centers and HMMs classifiers

IEEE Transactions on Aerospace and Electronic Systems

Volumn 41, Issue 3, 2005, Pages 1067-1074

  Pei, Bingnan ^a,b,c   Bao, Zheng ^a  

^a XIDIAN UNIVERSITY   (China)

^b DALIAN UNIVERSITY   (China)

^c UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; FEATURE EXTRACTION; INVERSE SYNTHETIC APERTURE RADAR; MARKOV PROCESSES; MATHEMATICAL MODELS; RADAR IMAGING;

HIDDEN MARKOV MODEL (HMM); HIGH RANGE RESOLUTION (HRR) RADAR SIGNATURE;

RADAR TARGET RECOGNITION;

EID: 27844603305     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAES.2005.1541451     Document Type: Article

References (20)

1. Williams, R., Westerkamp, J., Gross, D., and Palomino, A. Automatic target recognition of time critical moving targets using 1D high range resolution (HRR) radar. IEEE AES Systems Magazine, (Apr. 2000), 37-43.
2. Li, J., and Stoica, P. Efficient mixed-spectrum estimation with applications to target feature extraction. IEEE Transactions on Signal Processing, 44, 2 (1996), 281-294.
3. Dewitt, M. R. High range resolution radar target identification using Prony model and hidden Markov model. Master's thesis, Air Force Institute of Technology, Dayton, OH, Dec. 1992.
4. Fielding, K. H., and Ruck, D. W. Spatio-temporal pattern recognition using hidden Markov models. IEEE Transactions on Aerospace and Electronic Systems, 31, 4 (1995), 1292-1300.
5. Zhou, D., Liu, G., and Wang, J. Spatio-temporal target identification method of high range resolution radar. Pattern Recognition, 33, 1 (2000), 1-7.
6. Liao, X., Runkle, P., and Carin, L. Identification of ground targets from sequential high-range-resolution radar signatures. IEEE Transactions on Aerospace and Electronic Systems, 38, 4 (2002), 1230-1242.
7. Nilubol, C., Pham, Q. H., Mersereau, R. M., Smith, M. J. T., and Clements, M. A. Hidden Markov modelling for SAR automatic target recognition. In Proceedings of ICASSP 1998, Vol. 2, 1061-1064.
8. Runkle, P., Nguyen, L. H., McClellan, J. H., and Carin, L. Multi-aspect target detection for SAR imagery using hidden Markov models. IEEE Transactions on Geoscience and Remote Sensing, 39, 1 (2001), 46-55.
9. Runkle, P., Carin, L., Couchman, L., Yoder, T. J., and Bucaro, J. A. Multi-aspect target identification with wave-based matched pursuits and continuous hidden Markov models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21, 12 (1999), 1371-1378.
10. Zyweck, A., and Bogner, R. E. Radar target classification of commercial aircraft. IEEE Transactions on Aerospace and Electronic Systems, 32, 2 (1996), 598-606.
11. Stanfill, S. R. Evaluation of parametric super resolution algorithms on complex HRR and their effect on MSE target recognition. Ph.D. dissertation, University of Florida, 1999.
12. Ausherman, D. A., Kozma, A., Walker, J. L., Jones, H. M., and Poggio, E. C. Developments in radar imaging. IEEE Transactions on Aerospace and Electronic Systems, 20, 4 (1984), 363-400.
13. Xing, M., Bao, Z., and Pei, B. Properties of high resolution profiles. Optical Engineering, 41, 2 (2002), 493-504.
14. Rabiner, L. R. A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of IEEE, 77, 2 (1989), 262-270.
15. Huang, X. D., Ariki, Y., and Jack, M. A. Hidden Markov models for speech recognition. Edinburgh, UK: Edinburgh University Press, 1990.
16. Mark, R. M., and Carin, L. Matching pursuits with a wave-based dictionary. IEEE Transactions on Signal Processing, 45, 12 (1997), 2914.
17. Mitchell, R. A., and Westerkamp, J. J. Robust statistical feature based aircraft identification. IEEE Transactions on Aerospace and Electronic Systems, 35, 3 (1999), 1077-1079.
18. Smith, C. R., and Goggans, P. M. Radar target identification. IEEE Antennas and Propagation Magazine, 35, 2 (1993), 27-28.
19. Chen, C-C., and Andrews, H. C. Target-motion-induced radar imaging. IEEE Transactions on Aerospace and Electronic Systems, 16, 1 (1980), 2-14.
20. Weher, D. R. High Resolution Radar (2nd ed.). Norwood, MA: Artech House, 1995.