TY - GEN
T1 - A fast range alignment algorithm for ISAR imaging
AU - Wang, Zhijiao
AU - Bai, Xia
AU - Tao, Ran
PY - 2010
Y1 - 2010
N2 - The envelope correlation algorithm and the minimum entropy algorithm are widely used in range alignment of inverse synthetic aperture radar (ISAR) imaging. However, these types of algorithms have heavy computation burden mainly caused by the searching operation. Aiming at reducing the burden, a fast range alignment algorithm is presented in this paper. Firstly the mean location of each range profile is calculated. Then we fit the trajectory of them with linear regression model. Based on the straight line trajectory of range shift, range alignment can be accomplished. The proposed algorithm avoids the searching operation which is usually used in traditional algorithms. The computational complexity analysis shows that the computation burden of the novel algorithm is proportional to the data volume. Finally, the comparison between the proposed algorithm and the envelope correlation algorithm with real data demonstrates the validity and efficiency of the fast algorithm.
AB - The envelope correlation algorithm and the minimum entropy algorithm are widely used in range alignment of inverse synthetic aperture radar (ISAR) imaging. However, these types of algorithms have heavy computation burden mainly caused by the searching operation. Aiming at reducing the burden, a fast range alignment algorithm is presented in this paper. Firstly the mean location of each range profile is calculated. Then we fit the trajectory of them with linear regression model. Based on the straight line trajectory of range shift, range alignment can be accomplished. The proposed algorithm avoids the searching operation which is usually used in traditional algorithms. The computational complexity analysis shows that the computation burden of the novel algorithm is proportional to the data volume. Finally, the comparison between the proposed algorithm and the envelope correlation algorithm with real data demonstrates the validity and efficiency of the fast algorithm.
KW - ISAR
KW - Mean location of range profile
KW - Range alignment
KW - Straight line fitting
UR - http://www.scopus.com/inward/record.url?scp=78651111872&partnerID=8YFLogxK
U2 - 10.1109/ICOSP.2010.5656844
DO - 10.1109/ICOSP.2010.5656844
M3 - Conference contribution
AN - SCOPUS:78651111872
SN - 9781424458981
T3 - International Conference on Signal Processing Proceedings, ICSP
SP - 2214
EP - 2217
BT - ICSP2010 - 2010 IEEE 10th International Conference on Signal Processing, Proceedings
T2 - 2010 IEEE 10th International Conference on Signal Processing, ICSP2010
Y2 - 24 October 2010 through 28 October 2010
ER -