Community Sensor Network for Monitoring Road Roughness Using Smartphones

被引:41
作者
Kumar, Rajiv [1 ]
Mukherjee, Abhijit [2 ]
Singh, V. P. [3 ]
机构
[1] Punjab Inst Management & Technol, Mandi Gobindgarh 147301, Punjab, India
[2] Curtin Univ, Dept Civil Engn, Bentley, WA 6102, Australia
[3] Thapar Univ, Patiala 147004, Punjab, India
关键词
Accelerometers; Community networks; Fuzzy logic; Global positioning system (GPS); Huffman; Road roughness; Smartphones; PHONE;
D O I
10.1061/(ASCE)CP.1943-5487.0000624
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Maintenance of ever-expanding road networks all over the world is a critical task and regular monitoring of the road surface is imperative for successful maintenance. Existing monitoring techniques use dedicated vehicles equipped with sensors. Limited availability of these specialized vehicles makes regular monitoring very challenging. This paper explores a novel approach of empowering the smartphone user community for monitoring roads that they use. Smartphones are used for sensing the road surface conditions from a moving vehicle. The system involves client applications on smartphones that collect accelerations as the users travel on the roads, processing of the information and communication to a central server, georeference database, and visualization of road conditions on Google maps. In this paper, the fuzzy logic-based road surface roughness classification is proposed for monitoring the road roughness. The implementation has been demonstrated in different road networks at northern region of India. The experiment demonstrates the huge potential of user community participation in maintenance of road infrastructure. (C) 2016 American Society of Civil Engineers.
引用
收藏
页数:11
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