Efficient Depth Measurement for Live Control of Laser Drilling Process with Optical Coherence Tomography

IF 2.1 4区 物理与天体物理 Q2 OPTICS Photonics Pub Date : 2024-08-08 DOI:10.3390/photonics11080743
Jinhan Zhao, Chaoliang Zhang, Yaoyu Ding, Libing Bai, Yuhua Cheng
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Abstract

Laser drilling is widely used for fabricating holes in the semiconductor industry due to high throughput and a small heat-affected zone. However, it produces varying depths owing to uncertain external conditions and requires live control at the rate of a few tens of kHz to handle the fast material removal rate. Optical coherent tomography is capable of in situ acquiring a raw interferogram at a high rate (>80 kHz), but the depth extraction is slow due to the involved heavy Fast Fourier Transform (FFT). To address this, an efficient depth-tracking algorithm is proposed to save the FFT. It searches the depth in the raw interferogram locally with a known last depth given the two truths that only one depth exists and the adjacent depths do not change significantly. The proposed algorithm was proven to expedite the measuring rate six times with sub-pixel tracking precision. To further secure the rate against the interrupting of the system, the tracking process is parallelly implemented in a field-programmable gate array. The closed-loop control tests were conducted on probe cards with depth variations introduced by offsetting laser focus. The proposed method maintained a uniform depth, with variations reduced by 80% compared to traditional methods.
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利用光学相干断层扫描进行高效深度测量,实现激光钻孔过程的实时控制
激光钻孔由于产量高、热影响区小,被广泛应用于半导体行业的孔加工。然而,由于外部条件的不确定性,激光钻孔会产生不同的深度,并且需要几十千赫兹的实时控制来处理快速的材料去除率。光学相干断层扫描能够以高速率(大于 80 kHz)现场获取原始干涉图,但由于涉及大量快速傅立叶变换 (FFT),深度提取速度较慢。为解决这一问题,提出了一种高效的深度跟踪算法,以节省快速傅立叶变换。该算法在原始干涉图中以已知的最后深度局部搜索深度,并考虑到两个事实,即只有一个深度存在且相邻深度变化不大。事实证明,所提出的算法能以亚像素跟踪精度将测量速率提高六倍。为了进一步确保测量速率不受系统中断的影响,跟踪过程在现场可编程门阵列中并行执行。闭环控制测试是在探针卡上进行的,探针卡的深度变化是由激光焦点偏移引起的。与传统方法相比,所提出的方法保持了统一的深度,并将变化减少了 80%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Photonics
Photonics Physics and Astronomy-Instrumentation
CiteScore
2.60
自引率
20.80%
发文量
817
审稿时长
8 weeks
期刊介绍: Photonics (ISSN 2304-6732) aims at a fast turn around time for peer-reviewing manuscripts and producing accepted articles. The online-only and open access nature of the journal will allow for a speedy and wide circulation of your research as well as review articles. We aim at establishing Photonics as a leading venue for publishing high impact fundamental research but also applications of optics and photonics. The journal particularly welcomes both theoretical (simulation) and experimental research. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files and software regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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