Separation of Micro-Doppler Signal Using an Extended Hough Transform

In this paper, we present a separation method of micro-Doppler signal based on the Hough transform which is widely used in the image processing. Mechanical vibration or rotation of structures in a target may induce frequency modulation on returned signals and generate side-bands about the center frequency of the target's body, which is know as the micro-Doppler phenomenon. Then the body image will be contaminated due to the interference from the rotating parts. Using an extended Hough transform, the spectrums of the rotating parts of the target can be eliminated from the spectrogram of the target. A computer simulation is given to illustrate the effectiveness of the proposed method

[1]  T. Sparr,et al.  Micro-Doppler analysis of vibrating targets in SAR , 2003 .

[2]  Qun Zhang,et al.  Three-dimensional SAR imaging of a ground moving target using the InISAR technique , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Aykut Bultan A four-parameter atomic decomposition of chirplets , 1999, IEEE Trans. Signal Process..

[4]  Kenzi Karasaki,et al.  Semi-automatic analysis of rock fracture orientations from borehole wall images , 1997 .

[5]  Nikos Papamarkos,et al.  On the Inverse Hough Transform , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[6]  Jiajin Lei,et al.  Target classification based on micro-Doppler signatures , 2005, IEEE International Radar Conference, 2005..

[7]  Hao Ling,et al.  Application of adaptive chirplet representation for ISAR feature extraction from targets with rotating parts , 2003 .

[8]  J. Turan,et al.  Parameter estimation based on Hough transform , 2003, Proceedings EC-VIP-MC 2003. 4th EURASIP Conference focused on Video/Image Processing and Multimedia Communications (IEEE Cat. No.03EX667).

[9]  T. Breuel Recognition by Adaptive Subdivision of Transformation Space: practical experiences and comparison with the Hough transform , 1993 .

[10]  H. Wechsler,et al.  Analysis of micro-Doppler signatures , 2003 .

[11]  V.C. Chen,et al.  Spatial and temporal independent component analysis of micro-Doppler features , 2005, IEEE International Radar Conference, 2005..

[12]  Victor C. Chen,et al.  Analysis of radar micro-Doppler with time-frequency transform , 2000, Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing (Cat. No.00TH8496).

[13]  Paulo J. G. Lisboa,et al.  An Implementation of the Hough Transformation for the Identification and Labelling of Fixed Period Sinusoidal Curves , 1999, Comput. Vis. Image Underst..