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Multiple Retest Systems for Screening High-Quality Chips

In this study, we develop a digital integrated circuit testing model (DITM) based on a statistical simulation method to evaluate the test quality and yield of integrated circuit products. This model can be used to quantify the characteristics of the device under test (DUT) and simulate the effect of...

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Autores principales: Yeh, Chung-Huang, Chen, Jwu E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9939376/
http://dx.doi.org/10.1007/s10836-023-06051-0
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author Yeh, Chung-Huang
Chen, Jwu E.
author_facet Yeh, Chung-Huang
Chen, Jwu E.
author_sort Yeh, Chung-Huang
collection PubMed
description In this study, we develop a digital integrated circuit testing model (DITM) based on a statistical simulation method to evaluate the test quality and yield of integrated circuit products. This model can be used to quantify the characteristics of the device under test (DUT) and simulate the effect of the test guardband (TGB) on test results during testing. The complexity and functionality of integrated circuits have continued to increase over the past two decades. Moreover, the development in speed of automated test equipment (ATE), e.g., OTA or overall timing accuracy, according to the ITRS report, lags behind the progress of semiconductor manufacturing. Hence, using existing instruments and tools to select zero-defect products would be a considerable challenge for suppliers due to the slow development of the testing technology. We propose a new scheme of using multiple retest systems (MRSs) to improve the yield while maintaining the desired quality to address the product quality requirements of consumers. We also use a set of parameters from IRDS 2021 (International Roadmap for Devices and Systems 2021) to estimate the future test yield (Y(t)) and test quality through DITM calculations. MRS results showed that the test yield (Y(t)) can be improved while achieving the expected quality. MRSs not only improve the performance of the tester but also demonstrate effective performance in the yield improvement of high-quality products. This approach enables high-quality, high-yield chip delivery, and significantly increases the overall profit of the company.
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spelling pubmed-99393762023-02-21 Multiple Retest Systems for Screening High-Quality Chips Yeh, Chung-Huang Chen, Jwu E. J Electron Test Article In this study, we develop a digital integrated circuit testing model (DITM) based on a statistical simulation method to evaluate the test quality and yield of integrated circuit products. This model can be used to quantify the characteristics of the device under test (DUT) and simulate the effect of the test guardband (TGB) on test results during testing. The complexity and functionality of integrated circuits have continued to increase over the past two decades. Moreover, the development in speed of automated test equipment (ATE), e.g., OTA or overall timing accuracy, according to the ITRS report, lags behind the progress of semiconductor manufacturing. Hence, using existing instruments and tools to select zero-defect products would be a considerable challenge for suppliers due to the slow development of the testing technology. We propose a new scheme of using multiple retest systems (MRSs) to improve the yield while maintaining the desired quality to address the product quality requirements of consumers. We also use a set of parameters from IRDS 2021 (International Roadmap for Devices and Systems 2021) to estimate the future test yield (Y(t)) and test quality through DITM calculations. MRS results showed that the test yield (Y(t)) can be improved while achieving the expected quality. MRSs not only improve the performance of the tester but also demonstrate effective performance in the yield improvement of high-quality products. This approach enables high-quality, high-yield chip delivery, and significantly increases the overall profit of the company. Springer US 2023-02-20 /pmc/articles/PMC9939376/ http://dx.doi.org/10.1007/s10836-023-06051-0 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Yeh, Chung-Huang
Chen, Jwu E.
Multiple Retest Systems for Screening High-Quality Chips
title Multiple Retest Systems for Screening High-Quality Chips
title_full Multiple Retest Systems for Screening High-Quality Chips
title_fullStr Multiple Retest Systems for Screening High-Quality Chips
title_full_unstemmed Multiple Retest Systems for Screening High-Quality Chips
title_short Multiple Retest Systems for Screening High-Quality Chips
title_sort multiple retest systems for screening high-quality chips
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9939376/
http://dx.doi.org/10.1007/s10836-023-06051-0
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