首页|无人机航路规划实验教学平台设计与应用

无人机航路规划实验教学平台设计与应用

扫码查看
航路规划是导航与制导专业课程中的重要内容.结合实验教学中导航与航路规划等知识点,设计了以双旋翼无人机为对象的自主航路规划实验虚拟仿真教学平台.在此基础上,开发了无人机三轴速度控制实验、基于强化学习的未知环境航路规划实验、基于人工势场法的多场景航路规划实验.教学应用表明,学生在实验平台上学习后,对无人机控制与导航产生了兴趣,对智能路径规划问题有了更深的认识.
Design and Application of Experimental Teaching Platform for UAV Flight Path Planning
Path planning is an important part in the navigation and guidance courses.Combining the knowledge of navigation and path planning in the experimental teaching,a virtual simulation experimental teaching platform for autonomous path planning with a dual-rotor UAV as the object was designed.On this basis,the UAV three-axis velocity control experiment,the reinforcement learning-based unknown environment path planning experiment,and the artificial potential field method-based multi-scene path planning experiment are designed.The teaching application shows students have deeper knowledge of intelligent path planning problems and have interests in UAV control and navigation by the proposed experiment platform.

virtual simulationreinforcement learningflight path planningexperiment teaching

李东来、王玲玲、李小宇、富立

展开 >

北京航空航天大学自动化科学与电气工程学院,北京 100191

虚拟仿真 强化学习 航路规划 实验教学

2024

电气电子教学学报
教育部高等学校电子信息与电气学科教学指导委员会,高等学校电子信息科学与电气信息类基础课程教学指导分委员会,东南大学

电气电子教学学报

影响因子:0.546
ISSN:1008-0686
年,卷(期):2024.46(4)