TY - JOUR
T1 - Characterizing AFM Tip Lateral Positioning Variability through Non-Vector Space Control-Based Nanometrology
AU - Sun, Zhiyong
AU - Cheng, Yu
AU - Xi, Ning
AU - Yang, Ruiguo
AU - Yang, Yongliang
AU - Chen, Liangliang
AU - Song, Bo
N1 - Funding Information:
Manuscript received June 15, 2019; revised October 7, 2019; accepted October 21, 2019. Date of publication November 4, 2019; date of current version December 19, 2019. This work was supported in part by the ITF under Grant GHP/040/17GD and in part by the ABB under Grant 200008545 ABB Schweiz AG. The work of L. Chen was supported under Grant SZRP JCYJ20180301171229396 and National Natural Science Foundation of China (NSFC) under Grants U1613214 and 61804100. The work of B. Song was supported under Grant NSFC 61973294 and KRDP of Anhui Province 01904a05020086. The review of this paper was arranged by Associate Editor Y. Hirai. (Zhiyong Sun and Yu Cheng contributed equally to this work.) (Corresponding authors: Bo Song, Ning Xi, and Liangliang Chen.) Z. Sun is with the Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, Pokfulam, Hong Kong, and also with the Institute of Intelligent Machines, Hefei Institute of Physical Science, CAS, Hefei 230031, China (e-mail: sunzy@hku.hk).
Publisher Copyright:
© 2002-2012 IEEE.
PY - 2020
Y1 - 2020
N2 - Atomic force microscopy (AFM) based nanotechnology has been widely implemented in various fields for decades in light of its overwhelming advantages, such as nanometer spatial resolution, adaptability to liquid ambient, and various nanomechanical/electrical metrological approaches. It is noted that though AFM possesses imaging capability up to nanometer resolution, it is hard to achieve nanometer level positioning precision due to the existing system variability, especially the thermal drift, which distorts AFM images through relatively long capturing time. Since an AFM image is typically utilized as a global reference map to navigate its tip to the desired locations for precise measurement and manipulation, the system variability distorted image will definitely diversify the experimental results. Therefore, it is necessary to characterize the positioning variability for better experimental results evaluation and decision-making. Although various approaches were proposed to evaluate AFM positioning error, to our best knowledge, there is little research about characterizing its positioning variability precisely and systematically. In this study, we present a universal metrological approach to quantitatively measure AFM tip locating variability by developing a featureless spiral local scan strategy together with the non-vector space (NVS) navigation approach. As a demonstration, the proposed nanometrology was conducted on a specific AFM platform to unravel its positioning property.
AB - Atomic force microscopy (AFM) based nanotechnology has been widely implemented in various fields for decades in light of its overwhelming advantages, such as nanometer spatial resolution, adaptability to liquid ambient, and various nanomechanical/electrical metrological approaches. It is noted that though AFM possesses imaging capability up to nanometer resolution, it is hard to achieve nanometer level positioning precision due to the existing system variability, especially the thermal drift, which distorts AFM images through relatively long capturing time. Since an AFM image is typically utilized as a global reference map to navigate its tip to the desired locations for precise measurement and manipulation, the system variability distorted image will definitely diversify the experimental results. Therefore, it is necessary to characterize the positioning variability for better experimental results evaluation and decision-making. Although various approaches were proposed to evaluate AFM positioning error, to our best knowledge, there is little research about characterizing its positioning variability precisely and systematically. In this study, we present a universal metrological approach to quantitatively measure AFM tip locating variability by developing a featureless spiral local scan strategy together with the non-vector space (NVS) navigation approach. As a demonstration, the proposed nanometrology was conducted on a specific AFM platform to unravel its positioning property.
KW - Atomic force microscopy
KW - measurement uncertainty
KW - metrology
KW - visual servoing
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U2 - 10.1109/TNANO.2019.2950267
DO - 10.1109/TNANO.2019.2950267
M3 - Article
AN - SCOPUS:85074593844
SN - 1536-125X
VL - 19
SP - 56
EP - 60
JO - IEEE Transactions on Nanotechnology
JF - IEEE Transactions on Nanotechnology
M1 - 8890767
ER -