State Key Laboratory of Precision Measuring Technology and Instruments, Tianjin University, 300072 Tianjin, China.
Ultramicroscopy. 2013 Jan;124:102-7. doi: 10.1016/j.ultramic.2012.08.001. Epub 2012 Sep 3.
The atomic force microscope (AFM) is a powerful instrument which can measure the surface of samples at the nanoscale. The resonance of the scanner in xy directions, and the feedback control in the z direction are two major sources of image distortion at high scan speed. In order to improve the scanning speed of the AFM, a low-cost and easy method, which includes sinusoidal scans in the fast scan direction, and an intelligent fuzzy controller in the z direction, is proposed in this paper. The use of a single-frequency driving signal in the fast scan direction allows the scanner to move at a higher speed without exciting its mechanical resonance. The intelligent fuzzy controller automatically selects appropriate PI parameters through the analysis of the tracking errors, thus improving the dynamic tracking performance of the z scanner. The development and functioning of the sinusoidal fast scans and the intelligent fuzzy controller are demonstrated, as well as how this approach significantly achieves faster scans and a higher resolution AFM imaging.
原子力显微镜(AFM)是一种强大的仪器,可以在纳米尺度上测量样品的表面。在高速扫描时,xy 方向的扫描仪共振和 z 方向的反馈控制是图像失真的两个主要来源。为了提高 AFM 的扫描速度,本文提出了一种低成本、易于实现的方法,包括在快速扫描方向上进行正弦扫描,以及在 z 方向上使用智能模糊控制器。在快速扫描方向上使用单一频率的驱动信号可以使扫描仪以更高的速度移动,而不会激发其机械共振。智能模糊控制器通过分析跟踪误差自动选择合适的 PI 参数,从而提高 z 扫描仪的动态跟踪性能。本文展示了正弦快速扫描和智能模糊控制器的开发和功能,以及这种方法如何显著实现更快的扫描和更高分辨率的 AFM 成像。