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Servo Control Design of a Micro/Nano Positioning Stage Using FPGA Based Embedded Hardware

机译:使用基于FPGA的嵌入式硬件的微/纳米定位平台的伺服控制设计

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摘要

It is well known that piezoelectric based microano positioning stages have been widely applied to a vast amount of precision engineering applications due to their fast speed and high resolution in fine range motion control. To improve system compatibility and portability, recently embedded processor based implementation platform has become an attractive option for practitioners. This paper presents servo control design of a microano positioning stage using FPGA based embedded hardware. The study applies two advanced digital control algorithms, neural network control using radial basis function and repetitive control, to track a periodic triangular reference profile for precision scanning applications. The applied controls and the system identification process for the repetitive controller design were realized using a fixed-point FPGA based embedded platform under a LabVIEW GUI environment sampled at 10 kHz. The experimental results on a self-developed microano positioning stage and performance analysis demonstrate that the stage achieves good tracking control performance even with consideration of finite word length issues in embedded hardware.
机译:众所周知,基于压电的微/纳米定位平台由于其在小范围运动控制中的快速速度和高分辨率而被广泛应用于大量的精密工程应用中。为了提高系统兼容性和可移植性,最近基于嵌入式处理器的实现平台已成为从业者的有吸引力的选择。本文介绍了使用基于FPGA的嵌入式硬件的微纳定位平台的伺服控制设计。该研究应用了两种先进的数字控制算法,即使用径向基函数的神经网络控制和重复控制,来跟踪周期性三角参考轮廓,以进行精确扫描应用。在基于LabVIEW GUI的环境下,以10 kHz采样频率,使用基于定点FPGA的嵌入式平台,实现了重复控制器设计的应用控制和系统识别过程。在自行开发的微/纳米定位平台上进行的实验结果和性能分析表明,即使考虑嵌入式硬件中有限的字长问题,该平台也能实现良好的跟踪控制性能。

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