Parametric Models for Signature Prediction and Feature Extraction
关键词:
Attributed scattering centers, radar cross section, radar feature extraction, scattering prediction摘要
This paper compares and contrasts numerical electromagnetic (EM) prediction methods and parametric scattering models for radar signature prediction and feature extraction.
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参考
C. Uluisik, et al., “Radar cross section (RCS) modeling and simulation, Part 1: A tutorial review of definitions, strategies, and canonical examples,” IEEE Antennas Propag. Mag., vol. 50, no. 1, pp. 115-126, Feb. 2008.
G. Cakir, M. Cakir, and L. Sevgi, “Radar cross section (RCS) modeling and simulation, Part 2: A novel FDTD-based RCS prediction virtual tool for the resonance regime,” IEEE Antennas Propag. Mag., vol. 50, no. 2, pp. 81-94, Apr. 2008.
A. K. Bhattacharyya and D. L. Sengupta, Radar Cross Section Analysis and Control. Boston: Artech House, 1991.
W. C. Chew, et al., “Fast solution methods in electromagnetics,” IEEE Trans. on Antennas Propag., vol. 45, no. 3, pp. 533-543, Mar. 1997.
J. Song, C.-C. Lu, and W. C. Chew, “Multilevel fast multipole algorithm for electromagnetic scattering by large complex objects,” IEEE Trans. on Antennas Propag., vol. 45, no. 10, pp. 1488- 1493, Oct. 1997.
R. Bhalla and H. Ling, “A fast algorithm for signature prediction and image formation using the shooting and bouncing ray technique,” IEEE Trans. on Antennas Propag., vol. 43, no. 7, pp. 727-731, July 1995.
C. J. Reddy, et al., “Fast RCS computation over a frequency band using method of moments in conjunction with asymptotic waveform evaluation technique,” IEEE Trans. on Antennas Propag., vol.46, no. 8, pp. 1229-1233, Aug. 1998.
D. E. Dudgeon, R. T. Lacoss, C. H. Lazott, and J. G. Verly, “Use of persistent scatterers for modelbased recognition,” in Proc. SPIE, vol. 2230, pp. 2230-2230-13, 1994.
L. C. Potter and R. L. Moses, “Attributed scattering centers for SAR ATR,” IEEE Trans. Image Process., vol. 6, no. 1, pp. 79-91, Jan. 1997.
J. R. Huynen, “Phenomenological theory of radar targets,” in Electromagnetic Scattering, P. L. E. Uslenghi, Ed. Academic Press, 1978.
W. L. Cameron, “Feature motivated polarization scattering matrix decomposition,” in Record of the IEEE 1990 Int’l Radar Conference, May 1990, pp. 549-557.
S. R. Cloude and E. Pottier, “A reveiw of target decomposition theorems in radar polarimetry,” IEEE Trans. Geosci. Remote Sens., vol. 34, no. 2, pp. 498-518, Mar. 1996.
J. A. Jackson, B. D. Rigling, and R. L. Moses, “Canonical scattering feature models for 3D and bistatic SAR,” IEEE Trans. Aerosp. Electron. Syst., vol. 46, no. 2, pp. 525-541, Apr. 2010.
M. Gerry, “Two-Dimensional Inverse Scattering Based on the GTD Model,” The Ohio State University: Ph.D. Dissertation, 1997.
N. Akhter, “Far Zone Electromagnetic Scattering From Complex Shapes Using Geometrical Theory of Diffraction,” The Ohio State University: Ph.D. Dissertation, 1993.
J. A. Jackson, “Analytic physical optics solution for bistatic, 3D scattering from a dihedral corner reflector,” IEEE Trans. on Antennas Propag., vol. 60, no. 3, pp. 1486-1495, Mar. 2012.
A. Tempelis, M. Jussaume, and J. Jackson, “Comparison of measured and predicted bistatic scattering from a right-angle dihedral,” in IEEE Radar Conference, May 2011, pp. 135-140.
J. A. Hogbom, “Aperture synthesis with a nonregular distribution of interferometer baselines,” Astronomy and Astrophysics Supplement Series (0365-0138), vol. 15, no. 3, pp. 417-426, 1974.
R. Bhalla and H. Ling, “Three-dimensional scattering center extraction using the shooting and bouncing ray technique,” IEEE Trans. On Antennas Propag., vol. 44, no. 11, pp. 1445-1453, Nov. 1996.
J. Jackson and R. Moses, “Synthetic aperture radar 3D feature extraction for arbitrary flight paths,” IEEE Trans. Aerosp. Electron. Syst., vol. 48, no. 3, pp. 2065-2084, July 2012.
J. A. Richards, A. S. Willsky, and J. W. Fisher III, “Expectation maximization approach to target model generation from multiple synthetic aperture radar images,” Optical Engineering, vol. 41, no. 1, pp. 150-166, Jan. 2002.
K. R. Varshney, M. Cetin, J. W. Fisher, and A. S. Willsky, “Sparse representation in structured dictionaries with application to synthetic aperture radar,” IEEE Trans. Signal Process., vol. 56, no. 8, pp. 3548-3561, Aug. 2008.
G. B. Hammond and J. A. Jackson, “Canonical feature extraction using molecule dictionaries,” in IEEE Radar Conference, paper 5092, pp. 1-6, 29 Apr.-3 May 2013.
H. Liu, et al., “Attributed scattering center extraction algorithm based on sparse representation with dictionary refinement,” IEEE Trans. On Antennas Propag., vol. 65, no. 5, pp. 2604-2614, May 2017.
Y. He, et al., “A forward approach to establish parametric scattering center models for known complex radar targets applied to SAR ATR,” IEEE Trans. on Antennas Propag., vol. 62, no. 12, pp. 6192-6205, Dec. 2014.
J. A. Jackson and R. L. Moses, “Identifiability of 3D attributed scattering features from sparse nonlinear apertures,” in Proc. SPIE, vol. 6568, 2007, pp. 6568-6568-12.