TY - GEN
T1 - Super-Resolution ISAR Imaging by Sequential Sparse Recovery
AU - Bai, Xia
AU - Zou, Yu
AU - Feng, Yi
AU - Zhao, Juan
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Inverse synthetic aperture radar (ISAR) imaging needs a long coherent processing interval (CPI) to obtain high cross-range resolution. However, the Doppler frequency is time-varying for a maneuvering target, which will produce blurred ISAR image in a long CPI. In this article, we focus on super-resolution ISAR imaging during an adaptive short CPI by using sequential sparse recovery. To enhance the performance of SSL0, a regularized SSLO (Re-SSLO) and an entropy-based stopping rule are presented. Besides, KT-based MTRC compensation, SVD-based dictionary whitening and rotation correlation-based cross-range scaling are introduced into the processing scheme. The superiority of the proposed method is validated by the experimental results based on simulated data.
AB - Inverse synthetic aperture radar (ISAR) imaging needs a long coherent processing interval (CPI) to obtain high cross-range resolution. However, the Doppler frequency is time-varying for a maneuvering target, which will produce blurred ISAR image in a long CPI. In this article, we focus on super-resolution ISAR imaging during an adaptive short CPI by using sequential sparse recovery. To enhance the performance of SSL0, a regularized SSLO (Re-SSLO) and an entropy-based stopping rule are presented. Besides, KT-based MTRC compensation, SVD-based dictionary whitening and rotation correlation-based cross-range scaling are introduced into the processing scheme. The superiority of the proposed method is validated by the experimental results based on simulated data.
KW - Inverse synthetic aperture radar (ISAR)
KW - Sparse recovery (SR)
KW - smoothed L0(SL0)
UR - http://www.scopus.com/inward/record.url?scp=85140364296&partnerID=8YFLogxK
U2 - 10.1109/IGARSS46834.2022.9883499
DO - 10.1109/IGARSS46834.2022.9883499
M3 - Conference contribution
AN - SCOPUS:85140364296
T3 - International Geoscience and Remote Sensing Symposium (IGARSS)
SP - 2963
EP - 2966
BT - IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022
Y2 - 17 July 2022 through 22 July 2022
ER -