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Vehicle dynamics Estimation and Road Security Diagnosis: Developments at the HEUDIASYC CNRS Lab

机译:车辆动态估计和道路安全诊断:Heudiasyc CNRS实验室的发展

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Knowledge of vehicle dynamic parameters is important for vehicle control systems that aim to enhance vehicle handling and passenger safety. Unfortunately, some fundamental parameters like tire-road forces and sideslip angle are difficult to measure in a car, for both technical and economic reasons. This problem has been considered at the HEUDIASYC Lab, were we have proposed simple and non expensive solutions to precisely estimate the forces and the side-slip angle that are necessary to precisely describe the vehicle dynamics. This estimation methodology, based on Bayesian predictor-updater estimation techniques (unscented Kalman filtering), is presented in this paper. Experimental results show the potential of the estimation method. Once the forces and side-slip angle are easily observed, in real-time during the displacement of the vehicle, using the HEUDYASIC observers, we have developed a driving behaviour diagnosis methodology that enables us to detect and evaluate a potential dangerous situation in a anticipated way. This method is based on the prediction of the lateral dynamics of the vehicle and the anticipated evaluation of the rollover and lateral skyd risk indicators. Experimental results prove the pertinence of the method.
机译:车辆动态参数知识是旨在提高车辆的操控性和乘客安全的车辆控制系统的重要。不幸的是,像轮胎 - 道路力和侧滑角的一些基本参数难以在汽车来衡量,出于技术和经济原因。这个问题一直被认为在HEUDIASYC实验室,是我们提出简单和不昂贵的解决方案来精确估计力和侧滑角所必需的精确描述车辆动态。这个估算方法,基于贝叶斯预测更新器估计技术(无迹卡尔曼滤波),其示于本文。实验结果表明该估算方法的潜力。一旦力和侧滑角的车辆移动过程中很容易观察到的,实时的,使用HEUDYASIC观察员,我们已经开发出一种驾驶行为的诊断方法,使我们能够在预期的检测和评估潜在的危险情况道路。该方法是基于在车辆上并翻转和横向SKYD风险指标的评估预期的横向动态的预测。实验结果证明了该方法的相符合。

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