A Multi Target Intention Recognition Model of Drones Based on Transfer Learning
Year: 2025
Type: article
Abstract: To address the issue of neglecting scenarios involving joint operations and collaborative drone swarm operations in air combat target intent recognition. This paper proposes a transfer learning-based intention prediction model for drone formation targets in air combat. This model recognizes the intentions of multiple aerial targets by extracting spatial features among the targets at each moment. Simulation results demonstrate that, compared to classical intention recognition models, the proposed model in this paper achieves higher accuracy in identifying the intentions of drone swarm targets in air combat scenarios.
Authors: Shichang Wan, Hao Li, Yahui Hu, Xuhua Wang, Siyuan Cui
Institutions: Xidian University, Shangluo University
Language: English
Subfield: Aerospace Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4414955850