Ground Target Tracking and Collision Avoidance for UAV Based Guidance Vector Field

Author:

Peng Zhihong, ,Chen Zhimin

Abstract

This paper focuses on ground-moving target tracking of an unmanned aerial vehicle (UAV) in the presence of static obstacles and moving threat sources. Due to a UAV is restricted by airspace restrictions and measurement limitations during flight, we derive a dynamic path planning strategy by generating guidance vector filed combined Lyapunov vector field with collision avoidance potential function to track target in standoff distance loitering pattern, and resolved collision avoidance, simultaneously. This method relies only on the current information of the UAV and target, and generates a single-step route plan in realtime. Its performance is simple, efficient, and fast and have low computational complexity. The results of numerical simulation verify the effectiveness of the tracking and collision avoidance process of the UAV.

Publisher

Fuji Technology Press Ltd.

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Human-Computer Interaction

Reference19 articles.

1. H. D. Chen, K. C. Chang, and C. S. Agate, “UAV Path Planning with Tangent-Plus-Lyapunov Vector Field Guidance and Obstacle Avoidance,” IEEE Trans. on Aerospace and Electronic System, Vol.49, No.2, pp. 840-853, 2003.

2. S. Q. Zhu and D. W. Wang, “Cooperative Ground Target Tracking with Input Constraints,” 1st Int. Conf. of Control, Automation, Robotics, and Vision, Singapore, pp. 1050-1056, 2010.

3. H. Oh, S. Kim, A. Tsourdos, and B. White, “Road-Map Assisted Standoff Tracking of Moving Ground Vehicle Using Nonlinear Model Predictive Control,” American Control Conf., Montreal, Canada, pp. 4262-4268, 2012.

4. M. Ahmed and K. Subbarao, “Estimation based Cooperative Guidance Controller for 3D Target Tracking with Multiple UAVs,” America Control Conf., Montreal, Canada, pp. 6035-6040, 2012.

5. L. Wang, “Modeling and Optimization for Multi-UAVs Cooperative Target Tracking,” A thesis for degree of Doctor of Engineering, National University of Defense Technology, 2011.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Anti-Occlusion Visual Tracking Algorithm for UAVs with Multi-Feature Adaptive Fusion;Journal of Advanced Computational Intelligence and Intelligent Informatics;2024-05-20

2. A Multi-UAV Cooperative Ground Target Tracking System Based on a Two-Layer State Fusion Structure;2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT);2022-12-09

3. Unmanned aerial vehicle routing in the presence of threats;Computers & Industrial Engineering;2018-01

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