A new fuzzy logic road detector for antilock braking system application

Mehran Habibi, A. Yazdizadeh
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引用次数: 8

Abstract

Antilock braking system (ABS) is capable of stopping a vehicle wheel without locking while decreasing the stopping distance. In this paper, fuzzy logic is applied in two different ways. In the first strategy, a hybrid controller is proposed which is a combination of a sliding mode controller (SMC) with a novel fuzzy controller to improve sliding mode controller efficiency. A Conventional SMC design is improved by using a saturation function in control input to reduce chattering and then it is combined with the new fuzzy controller to increase controller performance by eliminating the time responses oscillation. As a second application, a new fuzzy road detector is designed to detect three different road conditions. Simulations under these selected road conditions are performed to demonstrate the effectiveness of the proposed hybrid controller. Simulation results show good performance of the proposed controller in different road detected states.
一种用于防抱死制动系统的新型模糊逻辑道路检测器
防抱死制动系统(ABS)是一种能够在不抱死的情况下使车辆车轮停止,同时减小制动距离的系统。在本文中,模糊逻辑有两种不同的应用方式。在第一种策略中,提出了一种混合控制器,该控制器将滑模控制器(SMC)与一种新型模糊控制器相结合,以提高滑模控制器的效率。通过在控制输入中加入饱和函数来减少系统的抖振,改进了传统的模糊控制器设计,然后将其与模糊控制器相结合,消除了系统的时间响应振荡,提高了控制器的性能。作为第二种应用,设计了一种新的模糊道路检测器来检测三种不同的道路状况。在这些选定的道路条件下进行了仿真,以验证所提出的混合控制器的有效性。仿真结果表明,该控制器在不同的道路检测状态下都具有良好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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