journal article·2023-02-01Open access

Large-Area and High-Precision Milling of Focused Ion Beam Based on the Integration of Nanoscale Machine Vision and Compensation Control

Dengji Guo, Shihao Fan, Yandong Yang, Zhang Chen, Haijun Huang, Pinjin Wen, Jianjun Lin, Yuhang Liu, Jiao Xu, Xujin Wang

Microscopy and Microanalysis· Volume 29· Issue 1

Abstract

Abstract Focused ion beam (FIB) is a high-precision technology for micro/nanofabrication that can be used to fabricate micro/nanoscale structures and electronic devices, such as waveguide gratings, resonators, and photonic crystals. In this study, a novel FIB processing system was developed using machine vision coupled with a piezoelectric motor, which compensates the process periodically and automatically. The FIB system is controlled by a computer program that enables automatic processing, automatic recognition, and provides feedback to control the movement of the stage. The results show that ring arrays with a diameter of 2 μm can be detected automatically under the field of view (FOV) of 114 × 114 μm2 with relative errors of less than 6%. The FOV can be larger than 400 × 400 μm2 after the splicing function of automatic compensation control is applied to the same ring arrays. Structurally, the average splicing errors in the X- and Y-directions decreased one order of magnitude, which are from 1.49 to 0.15 μm and 1.47 to 0.37 μm, respectively. This paves the way for the mass production of nanoholes in a large area with high precision and high speed for semiconductor manufacturing and research.
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Research context

OpenAlex topics: Integrated Circuits and Semiconductor Failure Analysis · Advanced Surface Polishing Techniques · Image Processing Techniques and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Institute of Semiconductor Manufacturing Research, Shenzhen University , Nan-hai Ave. 3688, Shenzhen 518060 , China

Institute of Microelectronics, Shenzhen University , Nan-hai Ave. 3688, Shenzhen 518060 , China

Shenzhen Key Laboratory of High-Performance Nontraditional Manufacturing, College of Mechatronics and Control Engineering, Shenzhen University , Nan-hai Ave. 3688, Shenzhen 518060 , China

Funding

Fundamental Key Research project of Shenzhen · National Natural Science Foundation of China · Shenzhen Fundamental Research Free-Exploring Project

References (18)

Show source-provided references
1. Direct-write ion beam lithography
2. Achieving a sub-10 nm nanopore array in silicon by metal-assisted chemical etching and machine learning10.1088/2631-7990/abff6a ↗
3. Fabrication and characterization of nanopore array10.1166/jnn.2006.309 ↗
4. Helium focused ion beam direct milling of plasmonic heptamer-arranged nanohole arrays10.1515/nanoph-2019-0385 ↗
5. Large area direct-write focused ion-beam lithography with a dual-beam microscope
6. Machine vision-driven automatic recognition of particle size and morphology in SEM images10.1039/D0NR04140H ↗
7. Processing of photonic crystals in InP membranes by focused ion beam milling and plasma etching10.1016/j.mee.2012.02.019 ↗
8. Micropatterning of fluorescent silver nanoclusters in polymer films by laser interference10.1016/j.apsusc.2019.04.149 ↗
9. Nanodot array deposition via single shot laser interference pattern using laser-induced forward transfer10.1088/2631-7990/ab88bf ↗
10. Computer-aided manufacturing and focused ion beam technology enable machining of complex micro- and nano-structures10.1088/1361-6528/ab329d ↗
11. Advances in ion beam micromachining for complex 3D microfluidics
12. Automatic detection, localization and segmentation of nano-particles with deep learning in microscopy images10.1016/j.micron.2019.02.009 ↗
13. Fabrication of two-dimensional periodic structures on silicon after scanning irradiation with femtosecond laser multi-beams10.1016/j.apsusc.2016.01.269 ↗
14. Fabrication of Fresnel plates on optical fibres by FIB milling for optical trapping, manipulation and detection of single cells
15. The algorithm development for operation of a computer vision system via the OpenCV library10.1016/j.procs.2020.02.193 ↗
16. Focused ion beam milling for prototyping 2D and 3D photonic structures10.1007/s00170-020-05327-5 ↗
17. Maskless laser tailoring of conical pillar arrays for antireflective biomimetic surfaces10.1364/OL.36.003305 ↗
18. Enhancement of XeF2-assisted gallium ion beam etching of silicon layer and endpoint detection from backside in circuit editing