Adaptive fractional Fourier transform-based detection algorithm for moving target in heavy sea clutter

IET Radar, Sonar and Navigation

Volumn 6, Issue 5, 2012, Pages 389-401

  Guan, J ^a   Chen, X L ^a   Huang, Y ^a   He, Y ^a  

^a NAVAL AERONAUTICAL AND ASTRONAUTICAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE LINE ENHANCERS; CALCULATION SPEED; CONVERGENCE CHARACTERISTICS; CONVERGENCE PROPERTIES; DETECTION ALGORITHM; DETECTION METHODS; DETECTION MODELS; ENERGY CONCENTRATION; FASTER CONVERGENCE; FRACTIONAL FOURIER; FRACTIONAL FOURIER TRANSFORMS; HEAVY SEA; INPUT SIGNAL; LEAKAGE FACTOR; LINEAR FREQUENCY MODULATION; MEMORY EFFECTS; MOVING TARGET DETECTION; MOVING TARGETS; REAL SEA; SEA CLUTTERS; SEARCH METHOD; SIGNAL-TO-CLUTTER RATIOS; SPECTRAL KURTOSIS; STATISTIC-BASED; STEP SIZE; WEIGHT VECTOR;

ADAPTIVE ALGORITHMS; MEAN SQUARE ERROR; PARAMETER ESTIMATION; RADAR CLUTTER;

TARGET TRACKING;

EID: 84861670620     PISSN: 17518784     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-rsn.2011.0030     Document Type: Article

References (30)

1. Vicen-Bueno, R., Carrasco-Álvarez, R., Jarabo-Amores, M.P., and Nieto-Borge, J.C.: 'Ship detection by different data selection templates and multilayer perceptrons from incoherent maritime radar data', IET Radar Sonar Navig., 2011, 5, (2), p. 144-15410.1049/iet-rsn.2010.0001
2. Davidson, G.: 'Simulation of coherent sea clutter', IET Radar Sonar Navig., 2010, 4, (2), p. 168-17710.1049/iet-rsn.2009.0075
3. Trunk, G.V., and George, S.F.: 'Detection of targets in non-Gaussian Sea clutter', IEEE Trans. Aerosp. Electron. Syst., 1970, 6, (5), p. 620-62810.1109/TAES.1970.310062 0018-9251
4. Guan, J., Zhang, Y.F., and Huang, Y.: 'Adaptive subspace detection of range-distributed target in compound-Gaussian clutter', (Elsevier) Digit. Signal Process., 2009, 19, (1), p. 66-7810.1016/j.dsp.2007.12.005
5. Hu, J., Tung, W.-W., and Gao, J.: 'Detection of low observable targets within sea clutter by structure function based multifractal analysis', IEEE Trans. Antennas Propag., 2006, 54, (1), p. 136-14310.1109/TAP.2005.861541 0018-926X
6. Guan, J., Liu, N.B., Zhang, J., and Song, J.: 'Multifractal correlation characteristic for radar detecting low-observable target in sea clutter', (Elsevier) Signal Process., 2010, 90, (2), p. 523-53510.1016/j.sigpro.2009.07.021
7. Xu, J., Yu, J., Peng, Y.N., and Xia, X.G.: 'Radon-Fourier transform for radar target detection, I: generalized Doppler filter bank', IEEE Trans. Aerosp. Electron. Syst., 2011, 47, (2), p. 1186-120210.1109/TAES.2011.5751251 0018-9251
8. Stevenson, N.J., Mesbah, M., and Boashash, B.: 'Multiple-view time-frequency distribution based on the empirical mode decomposition', IET Signal Process., 2010, 4, (4), p. 447-45610.1049/iet-spr.2009.0084
9. Sun, H.B., Liu, G.S., and Gu, H.: 'Application of the fractional Fourier transform to moving target detection in airborne SAR', IEEE Trans. AES, 2002, 38, (4), p. 1416-14240018-9251
10. Chen, X.L., Song, J., Guan, J., and He, Y.: 'Moving target detection at sea based on fractal feature difference in FRFT domain', Proc. Int. Conf. on Radar, 2011, p. 1-5 Washington, DC, USA
11. Qi, L., Tao, R., and Zhou, S.Y.: 'Detection and parameter estimation of multi-component LFM signals based on the fractional Fourier transform', Sci. China E, 2004, 38, (8), p. 184-198
12. Namias, V.: 'The fractional order Fourier transform and its application to quantum mechanics', J. Inst. Appl. Math., 1980, 25, (2), p. 241-26510.1093/imamat/25.3.241
13. Chen, X.L., and Guan, J.: 'A fast FRFT based detection algorithm of multiple moving targets in sea clutter', Proc. Int. Conf. on Radar, Washington, DC, USA 2010, p. 402-406
14. Younsi, A., Greco, M., Gini, F., and Zoubir, A.M.: 'Performance of the adaptive generalized matched subspace constant false alarm rate detector in non-Gaussian noise: an experimental analysis', IET Radar Sonar Navig., 2009, 3, (3), p. 195-20210.1049/iet-rsn:20080101
15. Durak, L., and Aldirmaz, S.: 'Adaptive fractional Fourier domain filtering', (Elsevier) Signal Process., 2010, 90, (4), p. 1188-119610.1016/j.sigpro.2009.10.002
16. Ozaktas, H.M., Ankan, O., Kutay, M.A., and Bozdagi, G.: 'Digital computation of the fractional Fourier transform', IEEE Trans. Signal Process., 1996, 44, (9), p. 2141-215010.1109/78.536672 1053-587X
17. Stanković, L., Alieva, T., and Bastiaans, M.J.: 'Time-frequency signal analysis based on the windowed fractional Fourier transform', (Elsevier) Signal Process., 2003, 83, p. 2459-246810.1016/S0165-1684(03)00197-X
18. Serbes, A., and Durak, L.: 'Optimum signal and image recovery by the method of alternating projections in fractional Fourier domains', Commun. Nonlinear Sci. Numer. Simul., 2010, 15, p. 675-68910.1016/j.cnsns.2009.05.013
19. Ting, L.-K., Cowan, C.F.N., and Woods, R.F.: 'LMS coefficient filtering for time-varying chirped signals', IEEE Trans. Signal Process., 2004, 52, (11), p. 3160-316910.1109/TSP.2004.836529 1053-587X
20. Ghogho, M., Ibnkahla, M., and Bershad, N.J.: 'Analytic behavior of the LMS adaptive line enhancer for sinusoids corrupted by multiplicative and additive noise', IEEE Trans. Signal Process., 1998, 46, (9), p. 2386-239310.1109/78.709525 1053-587X
21. Antoni, J.: 'The spectral kurtosis: a useful tool for characterising non-stationary signals', (Elsevier) Mech. Syst. Signal Process., 2006, 20, p. 282-30710.1016/j.ymssp.2004.09.001
22. Su, J., Xing, M., Wang, G., and Bao, Z.: 'High-speed multi-target detection with narrowband radar', IET Radar Sonar Navig., 2010, 4, (4), p. 595-60310.1049/iet-rsn.2008.0160
23. Carretero-Moya, J., Gismero-Menoyo, J., Blanco-del-Campo, A., and Asensio-López, A.: 'Statistical analysis of a high-resolution sea-clutter database', IEEE Trans. Geosci. Remote Sens., 2009, 47, (11), p. 2024-203810.1109/TGRS.2009.2033193 0196-2892
24. Gini, F., and Greco, M.: 'Texture modeling and validation using recorded high resolution sea clutter data', Proc. Int. Conf. on Radar, Atlanta, Georgia, USA 2001, p. 378-391
25. Almeida, L.B.: 'The fractional Fourier transform and time-frequency representations', IEEE Trans. Signal Process., 1994, 42, (11), p. 3084-309110.1109/78.330368 1053-587X
26. Zhao, X.H., Deng, B., and Tao, R.: 'Dimensional normalization in the digital computation of the fractional Fourier transform', Trans. Beijing Inst. Technol., 2005, 25, (4), p. 360-364
27. Gelfand, S.B., Wei, Y., and Krogmeier, J.V.: 'The stability of variable step-size LMS algorithms', IEEE Trans. Signal Process., 1999, 47, (12), p. 3277-328810.1109/78.806072 1053-587X
28. http://soma.ece.mcmaster.ca/ipix/dartmouth/datasets.html
29. Anderson, S.: 'Multiple scattering of HF surface waves implications for radar design and sea clutter interpretation', IET Radar Sonar Navig., 2010, 4, (2), p. 195-20810.1049/iet-rsn.2009.0119
30. He, Y., Guan, J., and Peng, Y.N.: 'Automatic radar detection and CFAR techniques', (University Press 1999), p. 32-37