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Application of Fuzzy Set Expert System for Testing Selected Specification Parameters of Voltage-Controlled Oscillator

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Man-Machine Interactions 5 (ICMMI 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 659))

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Abstract

The paper presents an approach of the fuzzy logic expert system to test a specification of voltage controlled oscillator. The expert system takes into account parametric faults and the test procedure is orientated on circuits’ specification. The introduction is focused on analog fault testing, its technics, approaches and goals. Next, the specification parameters are introduced and fault models are clarified. The method uses linguistic variables in the premise section of the expert system. Such variables are described by membership functions that allows to convert linguistic information into numeric values. Then, the conclusion section for the expert system with the Takagi-Sugeno type has been described in details. The approach has been compared with classic dictionary based on SVM method. Finally, the results prove high efficiency of the test specification of VCO circuits.

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Acknowledgements

This work was supported by the Ministry of Science and Higher Education funding for statutory activities.

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Authors and Affiliations

  1. Institute of Electronics, Silesian University of Technology, Gliwice, Poland

    Sebastian Temich & Damian Grzechca

  2. Institute of Computer Science, Silesian University of Technology, Gliwice, Poland

    Krzysztof Tokarz

Authors
  1. Sebastian Temich
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  2. Damian Grzechca
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  3. Krzysztof Tokarz
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Corresponding author

Correspondence to Sebastian Temich .

Editor information

Editors and Affiliations

  1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Aleksandra Gruca

  2. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Tadeusz Czachórski

  3. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Katarzyna Harezlak

  4. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Stanisław Kozielski

  5. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Agnieszka Piotrowska

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Temich, S., Grzechca, D., Tokarz, K. (2018). Application of Fuzzy Set Expert System for Testing Selected Specification Parameters of Voltage-Controlled Oscillator. In: Gruca, A., Czachórski, T., Harezlak, K., Kozielski, S., Piotrowska, A. (eds) Man-Machine Interactions 5. ICMMI 2017. Advances in Intelligent Systems and Computing, vol 659. Springer, Cham. https://doi.org/10.1007/978-3-319-67792-7_33

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  • DOI: https://doi.org/10.1007/978-3-319-67792-7_33

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-67791-0

  • Online ISBN: 978-3-319-67792-7

  • eBook Packages: EngineeringEngineering (R0)

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