Fuzzy Based Problem-Solution Data Structureas a Data Oriented Model for ABS Controlling

The anti-lock braking systems installed on vehicles for safe and effective braking, are high-order nonlinear and timevariant. Using fuzzy logic controllers increase efficiency of such systems, but impose a high computational complexity as well. The main concept introduced by this paper is reducing computational complexity of fuzzy controllers by deploying problem-solution data structure. Unlike conventional methods that are based on calculations, this approach is based on data oriented modeling.

Authors:

• Ahmad Habibizad Navin
• Mehdi Naghian Fesharaki
• Mohamad Teshnelab
• Ehsan Shahamatnia

Keywords:

• ABS
• Fuzzy controller
• PSDS
• Time-Memory tradeoff
• Data oriented modeling.

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