基于嵌入式智能手机传感器的路面状况分析

Y. Alqudah, B. Sababha
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引用次数: 19

摘要

道路状况在确保交通安全和减少交通堵塞和拥堵方面发挥着关键作用。确保健康的条件需要不断监测,以发现和预测潜在的道路恶化。这项工作提出了一种利用智能手机感知能力的低成本解决方案。通过记录陀螺旋转传感器数据,我们表明可以通过计算传感器数据的第二矩来检测异常。我们的工作得到了驱动测试的验证,结果是一致的和可重复的。该工作还提出了一种动态时间规整技术来测量驱动器结果之间的相似性,并获得多个驱动器数据的准确表示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the analysis of road surface conditions using embedded smartphone sensors
Road conditions play a critical role in ensuring traffic safety and reducing traffic jams and congestions. Ensuring healthy conditions require constant monitoring to detect and predict potential road deterioration. This work proposes a low-cost solution that takes advantage of sensory capabilities of smartphones. By recording Gyro rotation sensor data, we show that abnormalities can be detected by calculating the second moment of sensor data. Our work is validated by drive tests that show results are consistent and repeatable. The work also proposed a dynamic time warping technique to measure similarity between drive results and to obtain accurate representation of multiple drives data.
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