您好，欢迎访问湖南省农业科学院 机构知识库！

BDS/IMU Integrated Auto-Navigation System of Orchard Spraying Robot

文献类型： 外文期刊

作者： Zhang, Liang 1 ; Zhu, Xinghui 3 ; Huang, Jingjing 2 ; Huang, Jinqi 2 ; Xie, Jingxin 1 ; Xiao, Xu 1 ; Yin, Gang 2 ; Wang, Xiayu 3 ; Li, Ming 1 ; Fang, Kui 1 ;

作者机构： 1.Hunan Agr Univ, Sch Mech & Elect Engn, Changsha 410128, Peoples R China

2.Hunan Acad Agr Sci, Hunan Agr Equipment Inst, Changsha 410125, Peoples R China

3.Hunan Agr Univ, Sch Informat & Intelligence, Changsha 410128, Peoples R China

关键词： automatic navigation system; orchard spraying robot; BDS; IMU integrated navigation; error Kalman filter; loosely coupled integration; pure pursuit control

期刊名称：APPLIED SCIENCES-BASEL （ 影响因子：2.838； 五年影响因子：2.921 ）

ISSN：

年卷期： 2022 年 12 卷 16 期

页码：

收录情况： SCI

摘要： Featured Application Authors are encouraged to provide a concise description of the specific application or a potential application of the work. This section is not mandatory. To improve the accuracy and reliability of orchard spraying robots, an integrated navigation system was developed, consisting of a real-time kinematic positioning-Beidou satellite navigation system (RTK-BDS) receiver, an inertial measurement unit (IMU), a navigation controller, and servo motors. Using the loose coupling combination method, an error Kalman filter algorithm based on the measurement of position and heading angle is implemented to correct the error of the inertial measurement unit in real time. Combining the kinematics model and the pure pursuit model of the spraying robot, a path-tracking control algorithm is proposed. Path planning was conducted according to the terrain characteristics of orchards. Field experiments were carried out on a spraying robot to evaluate the proposed auto-navigation system. The results showed that when the spraying robot was static, the positioning performances of BDS alone and that of the BDS/IMU combined system were similar, the positioning error was less than 1.5 cm, and the heading angle errors were within 0.3 degrees; when the spraying robot moving alone to a straight line at the speed of 0.4 m/s, the position error of the navigation system only using BDS was less than 5.29 cm, the heading angle error was within 3 degrees, while the position error of BDS/IMU integrated navigation system was less than 2.49 cm, and the heading angle error was within 2 degrees. The accuracy of BDS/IMU integrated navigation system is significantly improved. When the orchard spraying robot was moving at the speed of 0.4 m/s, the maximum offset error was lower than 10.77 cm, the average offset error was not higher than 3.55 cm, and the root mean square error (RMSE) of the lateral deviation was 1.19 cm. The results showed that the proposed auto-navigation system could make the spraying robot track the pre-set path smoothly and stably.

  • 相关文献
作者其他论文 更多>>
置顶
购物车
反馈

© 京ICP备09089781号-29 主办单位：湖南省农业科学院

学术资源： 中国农业科学院 农业专业知识服务系统 农科联盟资源共建共享平台 中国农业科技文献与信息服务平台 中国农业期刊集成服务平台