Application of adaptive joint time-frequency algorithm for focusing distorted ISAR images from simulated and measured radar data

IEE Proceedings: Radar, Sonar and Navigation

Volumn 150, Issue 4, 2003, Pages 213-220

  Thayaparan, T ^a   Lampropoulos, G ^b   Wong, S K ^a   Riseborough, E ^a  

^a DEFENCE RESEARCH AND DEVELOPMENT CANADA   (Canada)

^b A U G SIGNALS LTD   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; FOURIER TRANSFORMS; IMAGE ANALYSIS; MOTION COMPENSATION;

ROTATIONAL MOTION;

INVERSE SYNTHETIC APERTURE RADAR;

EID: 0242526231     PISSN: 13502395     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-rsn:20030670     Document Type: Conference Paper

References (26)

1. Ausherman, A., Kozma, A., Waker, J.L., Jones, H.M., and Poggio, E.C.: 'Development in radar imaging', IEEE Trans. Aerosp. Electron. Syst., 1984, 20, pp. 363-400
2. Chen, C.C., and Andrews, H.C.: 'Target motion induced radar imaging', IEEE Trans. Aerosp. Electron. Syst., 1980, 16, pp. 2-14
3. Son, J.S., Thomas, G., and Flores, B.C.: 'Range-Doppler radar imaging and motion compensation' (Artech House, Boston, MA, USA, 2000)
4. Chen, V.C., and Miceli, W.J.: 'Effect of roll, pitch and yaw motions on ISAR imaging', Proc. SPIE - Int. Soc. Opt. Eng., 1999, 3810, pp. 149-158
5. Wong, S.K., Duff, G., and Riseborough, E.: 'Analysis of distortion in the high range resolution profile from a perturbed target', IEE Proc., Radar Sonar Navig., 2001, 148, pp. 353-362
6. Sparr, T., Hamran, S.-E., and Korsbakken, E.: 'Estimation and correction of complex target motion effects in inverse synthetic aperture imaging of aircraft'. IEEE Radar 2000 Conf. Record, Alexandria, VA, USA, May 2000
7. Ling, H., Wang, Y., and Chen, V.C.: 'ISAR image formation and feature extraction using adaptive joint time-frequency processing', Proc. SPIE - Int. Soc. Opt. Eng., 1997, 3708, pp. 424-432
8. Wang, Y., Ling, H., and Chen, V.C.: 'ISAR motion compensation via adaptive joint time-frequency technique', IEEE Trans. Aerosp. Electron. Syst., 1998, 34, pp. 670-677
9. Jain, A., and Patel, I.: 'SAR/ISAR imaging of a nonuniformly rotating targets', IEEE Trans. Aerosp. Electron. Syst., 1992, 28, pp. 317-321
10. Colloway, T.M., and Donohoe, G.W.: 'Subaperture autofocus for synthetic aperture radar', IEEE Trans. Aerosp. Electron. Syst., 1992, 30, pp. 617-621
11. Itoh, T., Sueda, H., and Watanabe, Y.: 'Motion compensation for ISAR via centroid tracking', IEEE Trans. Aerosp. Electron. Syst., 1996, 32, pp. 1191-1197
12. Carrara, W.G., Goodman, R.S., and Majewski, R.M.: 'Spotlight synthetic aperture radar - signal processing and algorithms' (Artech House, Boston, MA, USA, 1995)
13. Rihaczek, A.W., and Hershkowitz, S.J.: 'Radar resolution and complex-image analysis' (Artech House, Boston, MA, USA, 1996)
14. Werness, S., Carrara, W., Joyce, L., and Franczak, D.: 'Moving target imaging algorithms for SAR data', IEEE Trans. Aerosp. Electron. Syst., 1990, 26, pp. 57-67
15. Chen, V.C.: 'Reconstruction of inverse synthetic aperture images using adaptive joint time-frequency wavelet transforms', Proc. SPIE - Int. Soc. Opt. Eng., 1995, 2491, pp. 373-386
16. Chen, V.C., and Qian, S.: 'Joint time-frequency transform for radar range-Doppler imaging', IEEE Trans. Aerosp. Electron. Syst., 1998, 34, (2), pp. 486-499
17. Chen, V.C., and Ling, H.: 'Time-frequency transforms for radar imaging and signal analysis' (Artech House, Boston, MA, USA, 2002)
18. Qian, S., and Chen, D.: 'Joint time-frequency analysis: methods and applications' (Prentice-Hall Inc., New York, USA, 1996)
19. Qian, S., and Chen, D.: 'Decomposition of the Wigner-Ville distribution and time-frequency distribution series', IEEE Trans. Aerosp. Electron. Syst., 1994, 42, pp. 2836-2842
20. Qian, S., and Chen, D.: 'Signal representation using adaptive normalized Gaussian functions', Signal Process., 1994, 36, pp. 1-11
21. Mallat, S.G., and Zhang, Z.: 'Matching pursuits with time-frequency dictionaries', IEEE Trans. Signal Process., 1993, 41, pp. 3397-3415
22. Li, J., Ling, H., and Chen, V.C.: 'An algorithm to detect the presence of 3D target motion from ISAR data', Multidimens. Syst. Signal Process., 2003, 14, pp. 223-240
23. Li, J., and Ling, H.: '3D ISAR image reconstruction of a target with motion data using adaptive feature extraction', J. Electromagn. Waves Appl., 2001, 15, pp. 1571-1587
24. Li, J., Wang, Y., Bhalla, R., Ling, H., and Chen, V.C.: 'Comparison of high-resolution ISAR imagery from measured data and synthetic signatures', Proc. SPIE - Int. Soc. Opt. Eng., 1999, 3810, pp. 170-179
25. Goldberg, D.E.: 'Genetic algorithms in search, optimization and machine learning' (Addison-Wesley, Reading, MA, USA, 1989)
26. Li, J., and Ling, H.: 'ISAR motion detection and compensation using genetic algorithms', Proc. SPIE - Int. Soc. Opt. Eng., 2001, 4391, pp. 380-388