This file was created by the TYPO3 extension bib --- Timezone: CEST Creation date: 2024-07-04 Creation time: 03-18-27 --- Number of references 4 article 2023_hauser_technical-documentation Tool: Automatically Extracting Hardware Descriptions from PDF Technical Documentation Journal of Systems Research 2023 10 31 3 1 The ever-increasing variety of microcontrollers aggravates the challenge of porting embedded software to new devices through much manual work, whereas code generators can be used only in special cases. Moreover, only little technical documentation for these devices is available in machine-readable formats that could facilitate automating porting efforts. Instead, the bulk of documentation comes as print-oriented PDFs. We hence identify a strong need for a processor to access the PDFs and extract their data with a high quality to improve the code generation for embedded software. In this paper, we design and implement a modular processor for extracting detailed datasets from PDF files containing technical documentation using deterministic table processing for thousands of microcontrollers. Namely, we systematically extract device identifiers, interrupt tables, package and pinouts, pin functions, and register maps. In our evaluation, we compare the documentation from STMicro against existing machine-readable sources. Our results show that our processor matches 96.5 % of almost 6 million reference data points, and we further discuss identified issues in both sources. Hence, our tool yields very accurate data with only limited manual effort and can enable and enhance a significant amount of existing and new code generation use cases in the embedded software domain that are currently limited by a lack of machine-readable data sources. https://www.comsys.rwth-aachen.de/fileadmin/papers/2023/2023-hauser-technical-documents.pdf eScholarship Publishing 2770-5501 10.5070/SR33162446 1 NiklasHauser JanPennekamp inproceedings 2019-glebke-wirelessgain Enabling Wireless Network Support for Gain Scheduled Control 2019 3 25 reflexes,spp https://www.comsys.rwth-aachen.de/fileadmin/papers/2019/2019-glebke-wirelessgain.pdf ACM In Proceedings of the International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2019) Dresden, Germany International Workshop on Edge Systems, Analytics and Networking (EdgeSys 2019) 25.03.2019 10.1145/3301418.3313943 1 SebastianGallenmüller RenéGlebke StephanGünther EricHauser MauriceLeclaire StefanReif JanRüth AndreasSchmidt GeorgCarle ThorstenHerfet WolfgangSchröder-Preikschat KlausWehrle inproceedings 2015-ewsn-schmidt-canttaketheheat If You Can't Take The Heat: Temperature Effects On Low-Power Wireless Networks And How To Mitigate Them 2015 2 10 https://www.comsys.rwth-aachen.de/fileadmin/papers/2015/2015-schmidt-ewsn-canttaketheheat.pdf Online Springer Proceedings of the 12th European Conference on Wireless Sensor Networks (EWSN 2015), Porto, Portugal Porto, Portugal 12th European Conference on Wireless Sensor Networks (EWSN 2015) 9-11 February, 2015 en 978-3-319-15581-4 10.1007/978-3-319-15582-1_19 1 FlorianSchmidt MatteoCeriotti NiklasHauser KlausWehrle techreport 2015-aib-schmidt-hotbox HotBox: Testing Temperature Effects in Sensor Networks 2014 12 4 AIB-2014-14 arXiv:1412.2257 [cs.NI] 1--17 senserr fileadmin/papers/2014/2014-schmidt-aib-hotbox.pdf Online Department of Computer Science, RWTH Aachen
Ahornstr. 55, 52074 Aachen, Germany
Department of Computer Science, RWTH Aachen Technical Report en 0935-3232 FlorianSchmidt MatteoCeriotti NiklasHauser KlausWehrle