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首页> 外文期刊>Far East Journal of Electronics and Communications >TRAINING AND PERFORMANCE ANALYSIS SYSTEM FOR CAR DRIVERS USING FUZZY LOGIC SYSTEM
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TRAINING AND PERFORMANCE ANALYSIS SYSTEM FOR CAR DRIVERS USING FUZZY LOGIC SYSTEM

机译：基于模糊逻辑的汽车驾驶员培训与绩效分析系统

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摘要

With the rising death toll due to road accidents, more and more focus is now being placed on road safety. A large percentage of these road accidents are caused due to lack of good driving skills. In this article, we propose an alternate method to assist in curbing road accidents by eliminating driver's incompetence. The training and performance analysis system is designed to make the driver aware about their current level of driving performance along with the inefficiencies involved. It also suggests solutions for improvement on real time as well as offline basis. The main aim here is to provide proper training to driver so as to avoid accidents by improving their basic driving skills. The proposed system has two modules: one for data acquisition and other for processing acquired data. The data acquisition module will acquire driving parameters from car over controller area network (CAN) bus. This data will be recorded and then subjected to a detailed analysis. The data processing module is based on fuzzy logic which will evaluate the performance on a scale of 0% to 100% using the recorded data. This system is meant for untrained drivers but can also be used by trained ones to keep a check on their driving skills. The system has been successfully tested on multiple drivers and experimental results are presented.
机译：由于道路交通事故造成的死亡人数上升，现在越来越关注道路安全。这些道路事故的很大一部分是由于缺乏良好的驾驶技能而引起的。在本文中，我们提出了一种替代方法，通过消除驾驶员的无能来协助减少道路事故。训练和性能分析系统旨在使驾驶员了解他们当前的驾驶性能水平以及所涉及的效率低下。它还提出了实时和脱机改进的解决方案。这里的主要目的是为驾驶员提供适当的培训，以通过提高驾驶员的基本驾驶技能来避免发生事故。所提出的系统具有两个模块：一个模块用于数据采集，另一个模块用于处理采集的数据。数据获取模块将通过控制器局域网（CAN）总线从汽车获取驾驶参数。将记录此数据，然后进行详细分析。数据处理模块基于模糊逻辑，它将使用记录的数据在0％到100％的范围内评估性能。该系统适用于未经培训的驾驶员，但也可以由受过培训的驾驶员用来检查其驾驶技能。该系统已在多个驱动程序上成功测试，并给出了实验结果。

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