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Letang Xue

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Articles

Low-speed UAV trajectory prediction under short-term data loss: a preliminary feasibility study for vehicle-mounted electro-optical tracking

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By Wenxiu Li, Zhaobing Chen, Zhaolong Wu, Lihua Cao, Xiushuo Wang, Letang Xue, Xiangru Ding
| Nature Verified
Abstract Short-term data loss occurs when mobile platforms track unmanned aerial vehicle (UAV) targets, severely impairing the continuity and stability of electro-optical (EO) tracking. A UAV trajectory prediction method integrating flight-state recognition and an attention mechanism is proposed for short-term data-loss scenarios. Based on UAV trajectory data collected by EO tracking systems, an improved support vector machine (SVM) is adopted to identify UAV flight states.
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