Space-based deep learning multi-model tracking of hypersonic targets

Junyu Chen, Chenyu Liu, Baolin Wu, Xueliang Ding, Bolin Lai, Research Center of Satellite Technology, Harbin Institute of Technology, State Key Laboratory of Micro-Spacecraft Rapid Design and Intelligent Cluster, AVIC Chengdu Aircraft Design , Research Institute

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering

Published online on July 06, 2026

Abstract

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Ahead of Print.
Hypersonic glide vehicles (HGVs) may adopt S-shaped or C-shaped maneuvering trajectories to avoid no-fly zones (NFZs) during the approach to the target, leading to complex motion trajectory. This renders a single filtering model unable to stably track the ...