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Incorporating Human Perception With the Motion Washout Filter Using Fuzzy Logic Control

机译:使用模糊逻辑控制将人的感知与运动冲刷滤波器相结合

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Nowadays, classical washout filters are extensively used in commercial motion simulators. Even though there are several advantages for classical washout filters, such as short processing time, simplicity and ease of adjustment, they have several shortcomings. The main disadvantage is the fixed scheme and parameters of the classical washout filter cause inflexibility of the structure and thus the resulting simulator fails to suit all circumstances. Moreover, it is a conservative approach and the platform cannot be fully exploited. The aim of this research is to present a fuzzy logic approach and take the human perception error into account in the classical motion cueing algorithm, in order to improve both the physical limits of restitution and realistic human sensations. The fuzzy compensator signal is applied to adjust the filtered signals on the longitudinal and rotational channels online, as well as the tilt coordination to minimize the vestibular sensation error below the human perception threshold. The results indicate that the proposed fuzzy logic controllers significantly minimize the drawbacks of having fixed parameters and conservativeness in the classical washout filter. In addition, the performance of motion cueing algorithm and human perception for most occasions is improved.
机译:如今,经典的冲洗过滤器已广泛用于商业运动模拟器中。尽管传统的冲洗过滤器有很多优点,例如处理时间短,简单易调节,但它们也有一些缺点。主要缺点是经典冲洗过滤器的固定方案和参数会导致结构不灵活,因此生成的模拟器无法适应所有情况。此外,这是一种保守的方法,无法充分利用该平台。这项研究的目的是提出一种模糊逻辑方法,并在经典运动提示算法中考虑到人类的感知误差,以改善恢复原状的物理极限和现实的人类感知。模糊补偿器信号用于在线调整纵向和旋转通道上的滤波信号,以及倾斜协调以使前庭感觉误差最小化到人类感知阈值以下。结果表明,所提出的模糊逻辑控制器极大地减少了传统冲刷滤波器中具有固定参数和保守性的缺点。此外,在大多数情况下,运动提示算法的性能和人的感知能力也得到了改善。

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