A Novel Multiple Membership Function Generator for Fuzzy Logic Systems

Ramin Khayatzadeh; Mustafa Berke Yelten

doi:10.1109/SMACD.2018.8434893

A Novel Multiple Membership Function Generator for Fuzzy Logic Systems

Ramin Khayatzadeh, Mustafa Berke Yelten

Department of Electronics and Communication Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

9 Citations (Scopus)

Abstract

This paper presents a new multiple membership function generator which is capable of forming Gaussian, trapezoidal, triangular, S-shaped, and Z-shaped membership functions. To the best of authors' knowledge, a single circuit that can concurrently generate Gaussian, trapezoidal, and triangular membership functions has not been reported in the literature yet. Proposed circuit is compatible with many fuzzy logic systems requiring different types of membership functions. The circuit is designed using a commercial 0.18 μ m CMOS technology and consumes a total power of 180μ W. The shapes of each membership function can be modified by properly chosen values of input and reference voltages. Functionality of all membership functions is validated across process corners with additional Monte Carlo analysis where temperature variations are considered, as well.

Original language	English
Title of host publication	SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	101-104
Number of pages	4
ISBN (Print)	9781538651520
DOIs	https://doi.org/10.1109/SMACD.2018.8434893
Publication status	Published - 13 Aug 2018
Event	15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018 - Prague, Czech Republic Duration: 2 Jul 2018 → 5 Jul 2018

Publication series

Name	SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design

Conference

Conference	15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018
Country/Territory	Czech Republic
City	Prague
Period	2/07/18 → 5/07/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Access to Document

10.1109/SMACD.2018.8434893

Cite this

Khayatzadeh, R., & Yelten, M. B. (2018). A Novel Multiple Membership Function Generator for Fuzzy Logic Systems. In SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (pp. 101-104). Article 8434893 (SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SMACD.2018.8434893

Khayatzadeh, Ramin ; Yelten, Mustafa Berke. / A Novel Multiple Membership Function Generator for Fuzzy Logic Systems. SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 101-104 (SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design).

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abstract = "This paper presents a new multiple membership function generator which is capable of forming Gaussian, trapezoidal, triangular, S-shaped, and Z-shaped membership functions. To the best of authors' knowledge, a single circuit that can concurrently generate Gaussian, trapezoidal, and triangular membership functions has not been reported in the literature yet. Proposed circuit is compatible with many fuzzy logic systems requiring different types of membership functions. The circuit is designed using a commercial 0.18 μ m CMOS technology and consumes a total power of 180μ W. The shapes of each membership function can be modified by properly chosen values of input and reference voltages. Functionality of all membership functions is validated across process corners with additional Monte Carlo analysis where temperature variations are considered, as well.",

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Khayatzadeh, R & Yelten, MB 2018, A Novel Multiple Membership Function Generator for Fuzzy Logic Systems. in SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design., 8434893, SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, Institute of Electrical and Electronics Engineers Inc., pp. 101-104, 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018, Prague, Czech Republic, 2/07/18. https://doi.org/10.1109/SMACD.2018.8434893

A Novel Multiple Membership Function Generator for Fuzzy Logic Systems. / Khayatzadeh, Ramin; Yelten, Mustafa Berke.
SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design. Institute of Electrical and Electronics Engineers Inc., 2018. p. 101-104 8434893 (SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - This paper presents a new multiple membership function generator which is capable of forming Gaussian, trapezoidal, triangular, S-shaped, and Z-shaped membership functions. To the best of authors' knowledge, a single circuit that can concurrently generate Gaussian, trapezoidal, and triangular membership functions has not been reported in the literature yet. Proposed circuit is compatible with many fuzzy logic systems requiring different types of membership functions. The circuit is designed using a commercial 0.18 μ m CMOS technology and consumes a total power of 180μ W. The shapes of each membership function can be modified by properly chosen values of input and reference voltages. Functionality of all membership functions is validated across process corners with additional Monte Carlo analysis where temperature variations are considered, as well.

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Khayatzadeh R, Yelten MB. A Novel Multiple Membership Function Generator for Fuzzy Logic Systems. In SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design. Institute of Electrical and Electronics Engineers Inc. 2018. p. 101-104. 8434893. (SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design). doi: 10.1109/SMACD.2018.8434893

A Novel Multiple Membership Function Generator for Fuzzy Logic Systems

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