The invention discloses a high-speed target continuous
tracking system and method based on inter-
satellite cooperative computing. The
system comprises a distributed architecture management module, an inter-
satellite communication module, a double-
satellite cooperative tracking module and a
distributed computing coordination module. The
system provided by the invention adopts a distributed hierarchical
management structure, and through a hierarchical management mechanism of intra-cluster local management and inter-cluster global coordination, not only are the quick response and autonomy of a distributed
system reserved, but also the global management capability of a centralized layer is introduced, and the communication overhead is effectively reduced. In addition, a multi-type
missile trajectory prediction method based on
deep learning is designed, a prediction-driven tracking switching mechanism is achieved, the next round of prediction task is triggered through an adaptive threshold value, and missing of a
visibility window is avoided. In the aspect of computing
resource scheduling, the time
delay of task scheduling can be reduced, the communication overhead is remarkably reduced while the tracking precision is ensured, the high timeliness of the tracked target is ensured, and the global continuous tracking of the target is realized.