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

Elektronik ve Hab.Müh.Bölümü

Istanbul Technical University

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

9 Atıf (Scopus)

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	101-104
Sayfa sayısı	4
ISBN (Basılı)	9781538651520
DOI'lar	https://doi.org/10.1109/SMACD.2018.8434893
Yayın durumu	Yayınlandı - 13 Ağu 2018
Etkinlik	15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018 - Prague, Czech Republic Süre: 2 Tem 2018 → 5 Tem 2018

Yayın serisi

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

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018
Ülke/Bölge	Czech Republic
Şehir	Prague
Periyot	2/07/18 → 5/07/18

Bibliyografik not

Publisher Copyright:
© 2018 IEEE.

Belgeye Erişim

10.1109/SMACD.2018.8434893

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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). Makale 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).

@inproceedings{2478446f8fbd4ab0be115c770fbbb22e,

title = "A Novel Multiple Membership Function Generator for Fuzzy Logic Systems",

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.",

author = "Ramin Khayatzadeh and Yelten, {Mustafa Berke}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018 ; Conference date: 02-07-2018 Through 05-07-2018",

year = "2018",

month = aug,

day = "13",

doi = "10.1109/SMACD.2018.8434893",

language = "English",

isbn = "9781538651520",

series = "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",

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

address = "United States",

}

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).

Araştırma sonucu: ???type-name??? › Konferans katkısı › bilirkişi

TY - GEN

T1 - A Novel Multiple Membership Function Generator for Fuzzy Logic Systems

AU - Khayatzadeh, Ramin

AU - Yelten, Mustafa Berke

PY - 2018/8/13

Y1 - 2018/8/13

N2 - 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.

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.

UR - http://www.scopus.com/inward/record.url?scp=85052528211&partnerID=8YFLogxK

U2 - 10.1109/SMACD.2018.8434893

DO - 10.1109/SMACD.2018.8434893

M3 - Conference contribution

AN - SCOPUS:85052528211

SN - 9781538651520

T3 - SMACD 2018 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design

SP - 101

EP - 104

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

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 15th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, SMACD 2018

Y2 - 2 July 2018 through 5 July 2018

ER -

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

Özet

Yayın serisi

???event.eventtypes.event.conference???

Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap