Integrated Navigation System for a Low-Cost Quadrotor Aerial Vehicle in the Presence of Rotor Influences

被引:38
|
作者
Zhou, Zebo [1 ,2 ,3 ]
Li, Yong [3 ]
Zhang, Jianfeng [1 ]
Rizos, Chris [3 ]
机构
[1] Univ Elect Sci & Technol China, Sch Aeronaut & Astronaut, Chengdu 611731, Sichuan, Peoples R China
[2] Chinese Acad Sci, Inst Geodesy & Geophys, State Key Lab Geodesy & Earths Dynam, Wuhan 430077, Peoples R China
[3] Univ New South Wales, Sch Civil & Environm Engn, Surveying & Geospatial Engn, Sydney, NSW 2052, Australia
关键词
Quadrotor aerial vehicle; Multisensor navigation; Kalman filtering; Global positioning system (GPS); Inertial sensors; GPS; DESIGN;
D O I
10.1061/(ASCE)SU.1943-5428.0000194
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The performance of navigation sensors may be seriously affected by the operating rotors of a drone. To address this kind of disturbance, a low-cost multisensor integrated navigation system was developed for a quadrotor aerial vehicle (QAV). The navigation board integrates a global positioning system (GPS) module, triaxial gyroscope, accelerometer, magnetometer, and a digital barometer. The sensors' outputs were mathematically modeled and subsequently used in the integration Kalman filter. The data processing consisted of several steps: prefiltering, centralized filtering, and feedback. On the basis of onboard tests, the stochastic models of sensors were established in the presence of vibration, revolution, and ventilation caused by the QAV rotor's operation, and in particular, its electromagnetic and aerodynamic characteristics. Flight experiments indicate that the proposed integrated navigation system can significantly improve flight accuracy and reliability.
引用
收藏
页数:13
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