IEICE TRANSACTIONS on Electronics
A Current-Mode, First-Order Takagi-Sugeno-Kang Fuzzy Logic Controller, Supporting Rational-Powered Membership Functions
Summary :
This paper presents a new Fuzzy Logic Controller (FLC) having the ability to support rational-powered membership functions. These functions are extended forms of triangular/trapezoidal membership functions, and also those functions which are generated by applying linguistic hedges. A two-input, single-output, nine-rule Takagi-Sugeno-Kang (TSK) type FLC is designed in 0.35 µm standard CMOS technology. This controller can also be used as a standard (Mamdani) type FLC having singleton output membership functions, as well as a Linguistic Hedge FLC (LHFLC). Mixed analog/digital realization of the circuit makes the design programmable and extendable, while having relatively low power consumption. Current mode realization of the circuits leads to simple and intuitive configurations. For a particular set of programming parameters, simulation results of the controller using HSPICE simulator and level 49 parameters (BSIM3v3), show an average power consumption of 5 mW, and an RMS error of 1.32% compared to ideal results obtained from MATLAB software.
- Publication
- IEICE TRANSACTIONS on Electronics Vol.E90-C No.6 pp.1258-1266
- Publication Date
- 2007/06/01
- Publicized
- Online ISSN
- 1745-1353
- DOI
- 10.1093/ietele/e90-c.6.1258
- Type of Manuscript
- Special Section PAPER (Special Section on Analog Circuits and Related SoC Integration Technologies)
- Category
Authors
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Mahdi MOTTAGHI-KASHTIBAN, Abdollah KHOEI, Khayrollah HADIDI, "A Current-Mode, First-Order Takagi-Sugeno-Kang Fuzzy Logic Controller, Supporting Rational-Powered Membership Functions" in IEICE TRANSACTIONS on Electronics,
vol. E90-C, no. 6, pp. 1258-1266, June 2007, doi: 10.1093/ietele/e90-c.6.1258.
Abstract: This paper presents a new Fuzzy Logic Controller (FLC) having the ability to support rational-powered membership functions. These functions are extended forms of triangular/trapezoidal membership functions, and also those functions which are generated by applying linguistic hedges. A two-input, single-output, nine-rule Takagi-Sugeno-Kang (TSK) type FLC is designed in 0.35 µm standard CMOS technology. This controller can also be used as a standard (Mamdani) type FLC having singleton output membership functions, as well as a Linguistic Hedge FLC (LHFLC). Mixed analog/digital realization of the circuit makes the design programmable and extendable, while having relatively low power consumption. Current mode realization of the circuits leads to simple and intuitive configurations. For a particular set of programming parameters, simulation results of the controller using HSPICE simulator and level 49 parameters (BSIM3v3), show an average power consumption of 5 mW, and an RMS error of 1.32% compared to ideal results obtained from MATLAB software.
URL: https://global.ieice.org/en_transactions/electronics/10.1093/ietele/e90-c.6.1258/_p
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@ARTICLE{e90-c_6_1258,
author={Mahdi MOTTAGHI-KASHTIBAN, Abdollah KHOEI, Khayrollah HADIDI, },
journal={IEICE TRANSACTIONS on Electronics},
title={A Current-Mode, First-Order Takagi-Sugeno-Kang Fuzzy Logic Controller, Supporting Rational-Powered Membership Functions},
year={2007},
volume={E90-C},
number={6},
pages={1258-1266},
abstract={This paper presents a new Fuzzy Logic Controller (FLC) having the ability to support rational-powered membership functions. These functions are extended forms of triangular/trapezoidal membership functions, and also those functions which are generated by applying linguistic hedges. A two-input, single-output, nine-rule Takagi-Sugeno-Kang (TSK) type FLC is designed in 0.35 µm standard CMOS technology. This controller can also be used as a standard (Mamdani) type FLC having singleton output membership functions, as well as a Linguistic Hedge FLC (LHFLC). Mixed analog/digital realization of the circuit makes the design programmable and extendable, while having relatively low power consumption. Current mode realization of the circuits leads to simple and intuitive configurations. For a particular set of programming parameters, simulation results of the controller using HSPICE simulator and level 49 parameters (BSIM3v3), show an average power consumption of 5 mW, and an RMS error of 1.32% compared to ideal results obtained from MATLAB software.},
keywords={},
doi={10.1093/ietele/e90-c.6.1258},
ISSN={1745-1353},
month={June},}
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TY - JOUR
TI - A Current-Mode, First-Order Takagi-Sugeno-Kang Fuzzy Logic Controller, Supporting Rational-Powered Membership Functions
T2 - IEICE TRANSACTIONS on Electronics
SP - 1258
EP - 1266
AU - Mahdi MOTTAGHI-KASHTIBAN
AU - Abdollah KHOEI
AU - Khayrollah HADIDI
PY - 2007
DO - 10.1093/ietele/e90-c.6.1258
JO - IEICE TRANSACTIONS on Electronics
SN - 1745-1353
VL - E90-C
IS - 6
JA - IEICE TRANSACTIONS on Electronics
Y1 - June 2007
AB - This paper presents a new Fuzzy Logic Controller (FLC) having the ability to support rational-powered membership functions. These functions are extended forms of triangular/trapezoidal membership functions, and also those functions which are generated by applying linguistic hedges. A two-input, single-output, nine-rule Takagi-Sugeno-Kang (TSK) type FLC is designed in 0.35 µm standard CMOS technology. This controller can also be used as a standard (Mamdani) type FLC having singleton output membership functions, as well as a Linguistic Hedge FLC (LHFLC). Mixed analog/digital realization of the circuit makes the design programmable and extendable, while having relatively low power consumption. Current mode realization of the circuits leads to simple and intuitive configurations. For a particular set of programming parameters, simulation results of the controller using HSPICE simulator and level 49 parameters (BSIM3v3), show an average power consumption of 5 mW, and an RMS error of 1.32% compared to ideal results obtained from MATLAB software.
ER -
English
