使用IMU/GPS/数字罗盘集成的小船自主导航

D. S. D. Santos, C. Nascimento, W. C. Cunha
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引用次数: 16

摘要

本文介绍了小船自主导航问题的形成和解决方法。这艘船是一艘双体船,配备了两个由直流电机驱动的水轮。查找表控制器用于打开和关闭直流电机。首先,展示了如何应用卡尔曼滤波算法来实时估计船只的位置和航向,使用低成本的IMU(惯性测量单元),标准GPS接收机和数字罗盘的测量值。然后讨论了船的数学模型以及传感器集成问题和船控制器的仿真结果。最后,文章展示了如何使用嵌入式计算机和船上的传感器(IMU, GPS接收器和数字罗盘)实现和测试自主导航问题的解决方案。
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Autonomous navigation of a small boat using IMU/GPS/digital compass integration
This article shows how the problem of autonomous navigation of a small boat was formulated and solved. The boat is a catamaran equipped with two water wheels driven by DC motors. A look-up table controller is used to turn on and off the DC motors. Firstly it is shown how the Kalman filter algorithm was applied to estimate in real-time the boat position and heading, using the measurements from a low-cost IMU (Inertial Measurement Unit), a standard GPS receiver and a digital compass. Then a mathematical model of the boat and simulation results for the sensor integration problem and for the boat controller, are discussed. Finally, the article shows how the proposed solution for the autonomous navigation problem was implemented and tested using an embedded computer and the sensors (IMU, GPS receptor and digital compass) aboard the boat.
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