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Article type: Research Article
Authors: Barrón-Romero, César | Hernández-Zavala, Antonio; *
Affiliations: Instituto Politécnico Nacional, CICATA-IPN, Querétaro Qro., México
Correspondence: [*] Corresponding author. Antonio Hernández-Zavala, Instituto Politécnico Nacional, CICATA IPN, Querétaro Qro., México, Tel.: +52 442 229 0804; E-mail: [email protected].
Abstract: Fuzzy processors are used for control actions in nonlinear mechatronic systems where high processing speed is required. The Field Programmable Gate Arrays (FPGA) are a good option to implement low cost fuzzy hardware in a short development time. A very important block in fuzzy hardware is the fuzzifier, since it affects directly in the accuracy of the result and in the processing time for obtaining a fuzzy number. There have been many design methodologies intended for enhancing the performance of this block. This paper presents a parallel fuzzifier circuit called α-BSSF. Its main design characteristics are the use of α-levels for membership representation, usage of integer numbers, and avoiding time-consuming operations. As result, we obtained a fuzzifier that shows advantages in the reduction of the response time and computational resources against the existing sequential fuzzification methods. This proposal is targeted not only for T1FS, but also for T2FS, since the membership calculation through fuzzifier is applied in the same way but twice.
Keywords: Digital Circuit design, Fuzzy hardware, Fuzzifier, FPGA, α - levels
DOI: 10.3233/JIFS-190291
Journal: Journal of Intelligent & Fuzzy Systems, vol. 39, no. 5, pp. 6671-6685, 2020
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