Driver's behavior modeling using fuzzy logic.
Ghaemi, Sehraneh, Khanmohammadi, Sohrab, Tinati, Mohammadali (2010)
Mathematical Problems in Engineering
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Ghaemi, Sehraneh, Khanmohammadi, Sohrab, Tinati, Mohammadali (2010)
Mathematical Problems in Engineering
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Yoshiki Uemura (2006)
Control and Cybernetics
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Gordana Radojević, Milija Suknović (2009)
Computer Science and Information Systems
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Reda Boukezzoula, Sylvie Galichet, Laurent Foulloy (2007)
International Journal of Applied Mathematics and Computer Science
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This paper examines the inverse control problem of nonlinear systems with stable dynamics using a fuzzy modeling approach. Indeed, based on the ability of fuzzy systems to approximate any nonlinear mapping, the nonlinear system is represented by a Takagi-Sugeno (TS) fuzzy system, which is then inverted for designing a fuzzy controller. As an application of the proposed inverse control methodology, two popular control structures, namely, feedback linearization and Nonlinear Internal Model...
Ruiyun Qi, Mietek A. Brdys (2009)
International Journal of Applied Mathematics and Computer Science
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In this paper, a unified nonlinear modeling and control scheme is presented. A self-structuring Takagi-Sugeno (T-S) fuzzy model is used to approximate the unknown nonlinear plant based on I/O data collected on-line. Both the structure and the parameters of the T-S fuzzy model are updated by an on-line clustering method and a recursive least squares estimation (RLSE) algorithm. The rules of the fuzzy model can be added, replaced or deleted on-line to allow a more flexible and compact...
Papadakis, S.E., Tzionas, P., Kaburlasos, V.G., Theocharis, J.B. (2004)
Acta Universitatis Apulensis. Mathematics - Informatics
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Nimish Sheth, Konstantinos Triantis (2003)
The Yugoslav Journal of Operations Research
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Ricardo García Rosa, Teresa de Pedro Lucio (2000)
Mathware and Soft Computing
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The ORBEX coprocessor has been designed to execute the typical fuzzy operations of a system based on fuzzy rules. The first real application has been fuzzy controllers for electric cars. The values of the input variables, the position and the orientation of the car with respect the desired trajectory of reference, are obtained from the data provided by a DGPS boarded in the vehicle. The values of the output variables provided by the controller are the angle that the steering wheel has...
Angel Barriga, Santiago Sánchez-Solano, Carlos Jesús Jiménez, D. Galán, D. R. López (1996)
Mathware and Soft Computing
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This paper describes a design environment for the hardware realizations of fuzzy controllers which includes a set of CAD tools to ease the description, verification and synthesis of this kind of systems. Special emphasis is focused on the use of a standard hardware description language (VHDL) and compatibility with other integrated circuits design tools.
Jean Jamil Saade (2000)
Mathware and Soft Computing
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This paper presents a new learning algorithm for the design of Mamdani- type or fully-linguistic fuzzy controllers based on available input-output data. It relies on the use of a previously introduced parametrized defuzzification strategy. The learning scheme is supported by an investigated property of the defuzzification method. In addition, the algorithm is tested by considering a typical non-linear function that has been adopted in a number of published research articles. The test...
Wudhichai Assawinchaichote (2014)
International Journal of Applied Mathematics and Computer Science
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Srđan Škrbić, Miloš Racković, Aleksandar Takači (2011)
Computer Science and Information Systems
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