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The Cubature Smooth Variable Structure Filter Estimation Strategy Applied to a Quadrotor Controller

机译:应用于四旋翼控制器的Cubature光滑变结构滤波器估计策略

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Unmanned aerial systems (UAS) are becoming increasingly popular in industry, military, and social environments. An UAS that provides good operating performance and robustness to disturbances is often quite expensive and prohibitive to the general public. To improve UAS performance without affecting the overall cost, an estimation strategy can be implemented on the internal controller. The use of an estimation strategy or filter reduces the number of required sensors and power requirement, and improves the controller performance. UAS devices are highly nonlinear, and implementation of filters can be quite challenging. This paper presents the implementation of the relatively new cubature smooth variable structure filter (CSVSF) on a quadrotor controller. The results are compared with other state and parameter estimation strategies.
机译:无人机系统(UAS)在工业,军事和社会环境中越来越受欢迎。提供良好的操作性能和对干扰的鲁棒性的UAS通常非常昂贵,并且对普通公众是禁止的。为了提高UAS性能而又不影响总成本,可以在内部控制器上实施估算策略。估计策略或滤波器的使用减少了所需传感器的数量和电源需求,并提高了控制器性能。 UAS设备是高度非线性的,并且滤波器的实现可能非常具有挑战性。本文介绍了在四旋翼控制器上相对较新的孵化器平滑可变结构滤波器(CSVSF)的实现。将结果与其他状态和参数估计策略进行比较。

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