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Intelligent Vehicle Handling: Steering and Body Postures While Cornering

机译:智能车辆处理:转弯时的转向和身体姿势

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Vehicle handling and control is an essential aspect of intelligent driver assistance systems, a building block of the upcoming generation of "smart cars". A car's handling is affected by (ⅰ) technological (engine, suspension, brakes, tires, wheels, steering, etc.), (ⅱ) environmental (road condition, weather, traffic, etc.), and (ⅲ) human (attentiveness, reactiveness, driver agility, etc.) factors, and their mutual interrelationship. In this paper we investigate on how a driver's endeavor for precise steering interferes with lateral acceleration while cornering. Depending on the steering ratio and the cruising speed, we identify that the readiness of a driver to compensate lateral forces exhibits counterintuitive characteristics. A driver body posture recognition technique based on a high resolution pressure sensor integrated invisibly and unobtrusively into the fabric of the driver seat has been developed. Sensor data, collected by two 32×32 pressure sensor arrays (seat- and backrest), is classified according to features defined based on cornering driving situations. Experimental results verify an increased readiness to compensate lateral acceleration with increasing driving speed, but only beyond a certain driver specific "break even" point. Above intelligent driver assistance, e.g. to improve steering precision, to reduce or avoid over-steer or under-steer, or to proactively notify electronic stability control (ESC), our results also encourage for new modalities in driver-to-car and car-to-roadside interaction.
机译:车辆操纵和控制是智能驾驶员辅助系统的重要方面,这是下一代“智能汽车”的基础。汽车的操作受到以下因素的影响:(ⅰ)技术(发动机,悬架,制动器,轮胎,车轮,转向等),(ⅱ)环境(路况,天气,交通等)和(ⅲ)人(注意) ,反应性,驾驶员敏捷性等)因素及其相互关系。在本文中,我们研究了驾驶员在转弯时进行精确转向的努力如何干扰横向加速度。根据转向比和巡航速度,我们确定驾驶员准备补偿侧向力表现出违反直觉的特征。已经开发了基于高分辨率压力传感器的驾驶员身体姿势识别技术,该高分辨率压力传感器被不可见且不显眼地集成到驾驶员座椅的织物中。由两个32×32压力传感器阵列(座椅和靠背)收集的传感器数据根据根据转弯行驶情况定义的特征进行分类。实验结果证明,随着行驶速度的提高,准备补偿侧向加速度的能力增强了,但仅超出了特定驾驶员特定的“收支平衡”点。在智能驾驶辅助之上,例如为了提高转向精度,减少或避免过度转向或转向不足,或者主动通知电子稳定控制(ESC),我们的结果还鼓励在驾驶员与汽车以及汽车与路边的互动中采用新的方式。

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