Road Pothole Detection Mechanism using Mobile Sensors

H. Agrawal, Aditya Gupta, Aryan Sharma, P. Singh
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引用次数: 2

Abstract

Roads play an important role in developing the infrastructure of a city and they also play an important role in our day-to-day life, as more people travel from one place to another by road. Road surface quality needs to be monitored properly, as bad roads with a lot of potholes and cracks in it lead to some fatal accidents. Due to the advancement in technology, compact smart devices (smartphones, tablets) with high computation power and having the ability to sense their environment with the help of different sensors have provided the ideas to solve some real-life problems effectively. We propose a method for detecting the potholes on the road surface by using the smartphone sensors. A flutter based android application is developed to collect the accelerometer and gyroscope readings from smartphone sensors. By analyzing and detecting patterns from the accelerometer and gyroscope readings from the smartphone sensors we find the exact location of the potholes on the road surface and store that data in database. Later that can be provided to relevant authorities for maintenance of roads.
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使用移动传感器的道路坑洼检测机制
道路在发展城市基础设施方面发挥着重要作用,随着越来越多的人通过道路从一个地方到另一个地方,道路在我们的日常生活中也发挥着重要作用。路面质量需要适当监控,因为坑坑洼洼和裂缝的糟糕道路会导致一些致命的事故。由于技术的进步,紧凑的智能设备(智能手机,平板电脑)具有高计算能力,并且能够在不同传感器的帮助下感知环境,这为有效解决一些现实生活中的问题提供了思路。我们提出了一种利用智能手机传感器检测路面凹坑的方法。开发了一个基于扑动的android应用程序,用于从智能手机传感器收集加速度计和陀螺仪读数。通过分析和检测来自智能手机传感器的加速度计和陀螺仪读数的模式,我们找到了路面上坑洼的确切位置,并将这些数据存储在数据库中。稍后可以提供给有关当局进行道路维护。
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