FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions

Prometeo Cortés Antonio; Ildar Batyrshin; Heron Molina Lozano; Luis A. Villa Vargas; Imre Rudas

doi:10.1007/978-3-642-16773-7_42

FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions

Prometeo Cortés Antonio, Ildar Batyrshin, Heron Molina Lozano, Luis A. Villa Vargas, Imre Rudas

Centro de Investigación en Computación (CIC)

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

5 Scopus citations

Abstract

A method of FPGA implementation of fuzzy system with parametric membership functions and conjunctions is proposed. The implemented system is based on a Sugeno fuzzy model with two input variables. Fuzzy sets in the premises of the rules are given by parametric triangular membership functions and conjunction operations are defined by parametric (p)-monotone sum of basic t-norms. The paper presents the hardware design of a 8-bit configurable fuzzy system, implemented on the DE2 development board from Altera using VHDL language.

Original language	English
Title of host publication	Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings
Pages	487-499
Number of pages	13
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-642-16773-7_42
State	Published - 2010
Event	9th Mexican International Conference on Artificial Intelligence, MICAI 2010 - Pachuca, Mexico Duration: 8 Nov 2010 → 13 Nov 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	6438 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th Mexican International Conference on Artificial Intelligence, MICAI 2010
Country/Territory	Mexico
City	Pachuca
Period	8/11/10 → 13/11/10

Keywords

Altera
FPGA
VHDL
conjunction
fuzzy system

Access to Document

10.1007/978-3-642-16773-7_42

Cite this

Cortés Antonio, P., Batyrshin, I., Molina Lozano, H., Villa Vargas, L. A., & Rudas, I. (2010). FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. In Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings (PART 2 ed., pp. 487-499). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6438 LNAI, No. PART 2). https://doi.org/10.1007/978-3-642-16773-7_42

Cortés Antonio, Prometeo ; Batyrshin, Ildar ; Molina Lozano, Heron et al. / FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 2. ed. 2010. pp. 487-499 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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abstract = "A method of FPGA implementation of fuzzy system with parametric membership functions and conjunctions is proposed. The implemented system is based on a Sugeno fuzzy model with two input variables. Fuzzy sets in the premises of the rules are given by parametric triangular membership functions and conjunction operations are defined by parametric (p)-monotone sum of basic t-norms. The paper presents the hardware design of a 8-bit configurable fuzzy system, implemented on the DE2 development board from Altera using VHDL language.",

keywords = "Altera, FPGA, VHDL, conjunction, fuzzy system",

author = "{Cort{\'e}s Antonio}, Prometeo and Ildar Batyrshin and {Molina Lozano}, Heron and {Villa Vargas}, {Luis A.} and Imre Rudas",

note = "Funding Information: Acknowledgments. This work was supported in part by the Bilateral CONACYT-NKTH project No. I0110/127/08 Mod. Ord. 38/08, by ICyTDF funding, award No. PICCT08-22, and by matching funding by IPN, award No. SIP/DF/2007/143. Funding Information: This work was supported in part by the Bilateral CONACYT-NKTH project No. I0110/127/08 Mod. Ord. 38/08, by ICyTDF funding, award No. PICCT08-22, and by matching funding by IPN, award No. SIP/DF/2007/143.; 9th Mexican International Conference on Artificial Intelligence, MICAI 2010 ; Conference date: 08-11-2010 Through 13-11-2010",

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Cortés Antonio, P, Batyrshin, I , Molina Lozano, H, Villa Vargas, LA & Rudas, I 2010, FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. in Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 6438 LNAI, pp. 487-499, 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, 8/11/10. https://doi.org/10.1007/978-3-642-16773-7_42

FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. / Cortés Antonio, Prometeo; Batyrshin, Ildar ; Molina Lozano, Heron et al.
Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 2. ed. 2010. p. 487-499 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6438 LNAI, No. PART 2).

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

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T1 - FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions

AU - Cortés Antonio, Prometeo

AU - Batyrshin, Ildar

AU - Molina Lozano, Heron

AU - Villa Vargas, Luis A.

AU - Rudas, Imre

N1 - Funding Information: Acknowledgments. This work was supported in part by the Bilateral CONACYT-NKTH project No. I0110/127/08 Mod. Ord. 38/08, by ICyTDF funding, award No. PICCT08-22, and by matching funding by IPN, award No. SIP/DF/2007/143. Funding Information: This work was supported in part by the Bilateral CONACYT-NKTH project No. I0110/127/08 Mod. Ord. 38/08, by ICyTDF funding, award No. PICCT08-22, and by matching funding by IPN, award No. SIP/DF/2007/143.

PY - 2010

Y1 - 2010

N2 - A method of FPGA implementation of fuzzy system with parametric membership functions and conjunctions is proposed. The implemented system is based on a Sugeno fuzzy model with two input variables. Fuzzy sets in the premises of the rules are given by parametric triangular membership functions and conjunction operations are defined by parametric (p)-monotone sum of basic t-norms. The paper presents the hardware design of a 8-bit configurable fuzzy system, implemented on the DE2 development board from Altera using VHDL language.

AB - A method of FPGA implementation of fuzzy system with parametric membership functions and conjunctions is proposed. The implemented system is based on a Sugeno fuzzy model with two input variables. Fuzzy sets in the premises of the rules are given by parametric triangular membership functions and conjunction operations are defined by parametric (p)-monotone sum of basic t-norms. The paper presents the hardware design of a 8-bit configurable fuzzy system, implemented on the DE2 development board from Altera using VHDL language.

KW - Altera

KW - FPGA

KW - VHDL

KW - conjunction

KW - fuzzy system

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U2 - 10.1007/978-3-642-16773-7_42

DO - 10.1007/978-3-642-16773-7_42

M3 - Contribución a la conferencia

SN - 3642167721

SN - 9783642167720

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 487

EP - 499

BT - Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings

T2 - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010

Y2 - 8 November 2010 through 13 November 2010

ER -

Cortés Antonio P, Batyrshin I , Molina Lozano H, Villa Vargas LA, Rudas I. FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions. In Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings. PART 2 ed. 2010. p. 487-499. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-16773-7_42

FPGA implementation of fuzzy system with parametric membership functions and parametric conjunctions

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