通过智能手机估计驾驶行为

H. Eren, Semiha Makinist, E. Akin, Alper Yilmaz
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引用次数: 279

摘要

在本文中,我们提出了一种使用智能手机传感器来理解驾驶员行为的方法。分析使用智能手机获取的传感数据的目的是设计一个独立于汽车的系统,该系统不需要车载传感器来测量转弯速率、油耗或轮胎压力。本文使用的传感数据包括加速度计、陀螺仪和磁力计。利用这些传感器获取位置、速度、加速、减速和偏角等感知信息,并通过统计分析驾驶员行为来估计通勤安全性。与最先进的技术相比,这项工作不使用外部传感器,从而实现了成本效益,简单和用户友好的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimating driving behavior by a smartphone
In this paper, we propose an approach to understand the driver behavior using smartphone sensors. The aim for analyzing the sensory data acquired using a smartphone is to design a car-independent system which does not need vehicle mounted sensors measuring turn rates, gas consumption or tire pressure. The sensory data utilized in this paper includes the accelerometer, gyroscope and the magnetometer. Using these sensors we obtain position, speed, acceleration, deceleration and deflection angle sensory information and estimate commuting safety by statistically analyzing driver behavior. In contrast to state of the art, this work uses no external sensors, resulting in a cost efficient, simplistic and user-friendly system.
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