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首页> 外文期刊>Journal of Intelligent & Robotic Systems: Theory & Application >A Modular Framework for Fast Prototyping of Cooperative Unmanned Aerial Vehicle
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A Modular Framework for Fast Prototyping of Cooperative Unmanned Aerial Vehicle

机译:协作式无人机快速原型制作的模块化框架

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摘要

Unmanned Aerial Vehicles (UAVs) are gaining increasing interest thanks to their flexibility and versatility. However, these systems are very complex and a good simulation platform is needed. In this paper, a new Framework for simulation and fast prototyping of UAV control laws is presented. The Framework exploits the high realism of the simulations carried out in a three-dimensional virtual environment with the easiness of use of development systems such as Matlab for fast prototyping of control systems. Then a novel method that exploits the benefits of Model Predictive Control (MPC) for cooperative scenarios is introduced. The obtained results show good performances of MPC in solving the formation problem of unmanned aerial vehicles; finding an optimal solution and taking into account different constraints. The developed framework allows also to easily change from simulated agent to real one.
机译:由于其灵活性和多功能性,无人飞行器(UAV)引起了越来越多的兴趣。但是,这些系统非常复杂,需要一个良好的仿真平台。本文提出了一种新的无人机控制律仿真和快速原型设计框架。该框架利用了在三维虚拟环境中进行的仿真的高度真实性,并且易于使用开发系统(例如Matlab)来进行控制系统的快速原型制作。然后介绍了一种新的方法,该方法利用了模型预测控制(MPC)在协作方案中的优势。所得结果表明,MPC在解决无人机的编队问题方面具有良好的性能。找到最佳解决方案并考虑到不同的约束条件。开发的框架还允许轻松地从模拟代理更改为真实代理。

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