Abstract
In this paper, we propose a real-time window tracking algorithm for cooperative high-speed aerial targets via optical cameras on satellites. It includes three parts: (1) The relative motion relation between the predicted orbits of the satellite and the aerial target is constructed based on the orbital dynamic theory; (2) The relative position vector is projected to the camera coordinate system; (3) The angular deviation from the relative Line-of-Sight (LoS) between the target and the camera to the optical axis of the camera is calculated. Finally, the window tracking algorithm is implemented on a typical aerial target. Simulation results show that, by using the proposed window tracking algorithm, the angular dispersion of the target in the focal plane of the camera is lower than 0.11% when the swing mirror adjustable speed is less than 2.40 degree per second. The tracking precision is better than 0.53% during the whole tracking measurement process.
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References
Che, R., Zhang, H.: Relative orbit design of tracking stars for tracking non cooperative targets in space. Aerospace Control 24(5), 40–45 (2006)
Grant, H.S., von Curt, B., Ramaswamy, S., et al.: The space-based visible program. Lincoln Lab. J. 11(2), 205–238 (1998)
Zhang, Y., Li, Q., Yu, F., et al.: Air to ground target detection and tracking method based on multi feature fusion. Electro Optics and Control 26(06), 6–11 (2019)
Ge, Z., Liu, J., Zhang, R., et al.: Development and Status Quo of US Russian Missile Early Warning Satellite. Spacecraft Eng. 10(4), 38–44 (2001)
DSP 1,2,3,4 (Phase 1). http://space.skyrocket.de/doc_sdat/dsp-1.htm
Beaulieu, R., Alfriend, T., Jerardi, T.: Launch detection satellite system engineering error analysis. J. Spacecr. Rocket. 35(4), 487–495 (1998)
Xu, Z., Wu, L., Wang, X.: Real time automatic acquisition method of near earth and medium high orbit aerial targets. Invention patent, CN201110449365.92015.01
Ma, C., Huang, J.B., Yang, X., et al. Hierarchical convolutional features for visual tracking. In: ICCV, pp. 3074–3082 (2015)
Guang-Long, W., Jie, T., Wen-Jie, Z., et al.: HOGHS and zernike moments features-based motion-blurred object tracking. Int. J. Humanoid Rob. 16(1), 1950004 (2019)
Zhang, Y., Tang, Y., Fang, B., et al.: Multi-object tracking using deformable convolution networks with tracklets updating. Int. J. Wavelets Multi-resolut. Inform. Process. 7, 1–20 (2019)
Ke, B., Zheng, H., Chen, L., et al.: Multi-object tracking by joint detection and identification learning. Neural Process. Lett. 50(1), 283–296 (2019)
Karunasekera, H., Wang, H., Zhang, H.: Multiple object tracking with attention to appearance structure motion and size. IEEE Access 7, 104423–104434 (2019)
Xi, X., Wang, W.: Orbital Basis of Near Earth Spacecraft, pp. 66–68. National University of Defense Technology Press, Changsha (2003)
Li, J.: Spacecraft Orbit Determination, pp. 60–67. National Defense Industry Press, Beijing (2003)
Zhao, Y., Yi, D., Pan, X., et al.: Visibility analysis of aerial targets based on space-based optical observation. J. Aircraft Meas. Control 26(3), 5–12 (2007)
Yang, Y., Wang, Q.: Application of STK in Computer Simulation. National Defense Industry Press, Beijing (2005)
Li, Y., Li, Z.: Simulation analysis of Starlink constellation coverage based on STK. The first network paper of Command, Control and Simulation, 12 Aug 2022
Xu, Z.: Simulation study of STK in GPS system. Value Eng. 31(16), 178–179 (2012)
Wang, X.: Simulation and analysis of beidou satellite navigation system based on STK. Enterp. Sci. Technol. Dev. 3, 79–80 (2018)
Ni, Y., Chen, J., Wei, B., et al.: Simulation and performance analysis of BDS constellation based on STK. Comput. Meas. Control 24(1), 281–288 (2016)
Xu, J., Bai, X., Zhou, X.: Simulation analysis of reconnaissance satellite coverage based on STK. Softw. Guide 15(8), 156–158 (2016)
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Zhao, Q., Chen, L., Wang, H., Li, Y., Yuan, Y., Wu, Y. (2023). Tracking of Aerial Cooperative Target by Satellite-Based Optical Cameras. In: Zhai, G., Zhou, J., Yang, H., Yang, X., An, P., Wang, J. (eds) Digital Multimedia Communications. IFTC 2022. Communications in Computer and Information Science, vol 1766. Springer, Singapore. https://doi.org/10.1007/978-981-99-0856-1_23
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DOI: https://doi.org/10.1007/978-981-99-0856-1_23
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