TY - GEN
T1 - Influence of Non-parallel Trajectories on the Correlation of Unmanned Aerial Vehicle SAR Images
AU - Li, Cong
AU - Chen, Zhiyang
AU - Wang, Xing
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Due to the low cost and flexible operation of Unmanned Aerial Vehicle (UAV), UAV Synthetic Aperture Radar (SAR) is able to acquire the images of areas of interest in the case of disaster or emergency. Data from repeat tracks are very important because their capability of multi-dimensional mapping like interferometry or tomography. However, due to the characteristics of small size and light weight, UAV will inevitably be affected by airflow disturbance, resulting in non-ideal repeat tracks. Among them, non-parallel repeat trajectories are important factors to be considered while evaluating the correlation of SAR images. This paper studies the geometric decorrelation of SAR image pairs under non-parallel trajectories and deduces its mathematical model. The method is to use an equivalent synthetic aperture to approximately represent the non-parallel trajectories, and then select the non-orthogonal bases for decoupling according to the non-orthogonal direction of the envelope resolution. The derived mathematical model shows that the correlation of SAR image pairs is related to the azimuth angle of the equivalent synthetic aperture and the angle between the master and slave trajectories. Finally, the accuracy of the derived analytical model is verified by simulations and measured UAV SAR data.
AB - Due to the low cost and flexible operation of Unmanned Aerial Vehicle (UAV), UAV Synthetic Aperture Radar (SAR) is able to acquire the images of areas of interest in the case of disaster or emergency. Data from repeat tracks are very important because their capability of multi-dimensional mapping like interferometry or tomography. However, due to the characteristics of small size and light weight, UAV will inevitably be affected by airflow disturbance, resulting in non-ideal repeat tracks. Among them, non-parallel repeat trajectories are important factors to be considered while evaluating the correlation of SAR images. This paper studies the geometric decorrelation of SAR image pairs under non-parallel trajectories and deduces its mathematical model. The method is to use an equivalent synthetic aperture to approximately represent the non-parallel trajectories, and then select the non-orthogonal bases for decoupling according to the non-orthogonal direction of the envelope resolution. The derived mathematical model shows that the correlation of SAR image pairs is related to the azimuth angle of the equivalent synthetic aperture and the angle between the master and slave trajectories. Finally, the accuracy of the derived analytical model is verified by simulations and measured UAV SAR data.
KW - geometric decorrelation
KW - mathematical model
KW - non-parallel trajectories
KW - Unmanned aerial vehicle (UAV) Synthetic Aperture Radar (SAR)
UR - https://www.scopus.com/pages/publications/85143841172
U2 - 10.1109/ICFEICT57213.2022.00112
DO - 10.1109/ICFEICT57213.2022.00112
M3 - Conference contribution
AN - SCOPUS:85143841172
T3 - Proceedings - 2022 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies, ICFEICT 2022
SP - 617
EP - 622
BT - Proceedings - 2022 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies, ICFEICT 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies, ICFEICT 2022
Y2 - 19 August 2022 through 21 August 2022
ER -