An Efficient Depth-tracking Method for Live Control of Laser Drilling Process with Optical Coherence Tomography

Laser drilling has been widely used for fabricating holes in the semiconductor industry due to high throughput and small heat-affected zone. However, it produces varying depths owing to uncertain external conditions and needs a live control at a few kHz rate to handle the fast material removal rate. Optical coherent tomography holds a capacity of in situ acquiring raw interferogram at a high rate (>80 kHz), but the depth extraction is slow (<0.5 kHz) due to the involved heavy Fast Fourier Transform (FFT). To address it, 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 would not change significantly. The proposed algorithm was proved to expedite the measuring rate to around 3 kHz with a sub-pixel tracking precision. To further secure the rate from the interrupt of operation system, the tracking process is parallelly implemented with a stabilized 50 kHz in a field programmable gate array. The tests were conducted on probe cards with depth variations introduced by offsetting laser focus. The proposed method exhibited the capacity of maintaining a uniform depth.

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Publication Details

Published
2024-08-04
DOI
https://doi.org/10.1109/icma61710.2024.10633093
Primary Topic
Laser Material Processing Techniques
Type
article
Field-Weighted Citation Impact
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article

An Efficient Depth-tracking Method for Live Control of Laser Drilling Process with Optical Coherence Tomography

Hongjie Ren, Hai Xiang, Yifei Liu, Yaoyu Ding et al.
Laser Material Processing Techniques
article

An Efficient Depth-tracking Method for Live Control of Laser Drilling Process with Optical Coherence Tomography

Hongjie Ren, Hai Xiang, Yifei Liu, Yaoyu Ding, Jinhan Zhao, Tianyi Zhao, Yuxin Luo
article en

Abstract

Laser drilling has been widely used for fabricating holes in the semiconductor industry due to high throughput and small heat-affected zone. However, it produces varying depths owing to uncertain external conditions and needs a live control at a few kHz rate to handle the fast material removal rate. Optical coherent tomography holds a capacity of in situ acquiring raw interferogram at a high rate (>80 kHz), but the depth extraction is slow (<0.5 kHz) due to the involved heavy Fast Fourier Transform (FFT). To address it, 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 would not change significantly. The proposed algorithm was proved to expedite the measuring rate to around 3 kHz with a sub-pixel tracking precision. To further secure the rate from the interrupt of operation system, the tracking process is parallelly implemented with a stabilized 50 kHz in a field programmable gate array. The tests were conducted on probe cards with depth variations introduced by offsetting laser focus. The proposed method exhibited the capacity of maintaining a uniform depth.

Southwest University (CN), University of Electronic Science and Technology of China (CN)
National Natural Science Foundation of China
Climate action
Openalex Percentile: Top 86%
Laser Material Processing Techniques
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