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Sideslip estimation of Formula Student prototype through GPS/INS fusion

机译:通过GPS / INS融合估算Formula Student原型的侧滑

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This paper describes the design and tuning of a sideslip estimator, based on data from an inertial measurement unit (IMU), a global positioning system (GPS), wheel encoders, and from the underlying dynamic model of a car. The estimates of position, velkocity, and rate gyro bias terms are also provided as by-products of the proposed methodology. A non-linear dynamic model of a car and realistic models for the sensors are both developed and implemented on a realistic simulation environment to illustrate the performance of the proposed solution. Validation on a Formula Student prototype is underway but the methodology proposed can be applied to all vehicles moving in two dimensions.
机译:本文基于惯性测量单元(IMU),全球定位系统(GPS),车轮编码器以及汽车的基本动态模型的数据,介绍了侧滑估算器的设计和调整。位置,速度和速率陀螺仪偏差项的估计值也作为建议方法的副产品提供。开发了汽车非线性动态模型和传感器的逼真的模型,并在逼真的仿真环境中对其进行了实施,以说明所提出解决方案的性能。目前正在对Formula Student原型进行验证,但建议的方法可以应用于所有在二维方向上行驶的车辆。

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