An Acoustic Traffic Monitoring System: Design and Implementation

被引:17
|
作者
Na, Yueyue [1 ]
Guo, Yanmeng [1 ]
Fu, Qiang [1 ]
Yan, Yonghong [1 ]
机构
[1] Chinese Acad Sci, Inst Acoust, Key Lab Speech Acoust & Content Understanding, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Intelligent transportation system; traffic monitoring; beamforming; vehicle counting; vehicle speed estimation; VEHICLE; CLASSIFICATION; PATTERN;
D O I
10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.41
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Vehicle emits sounds as it travels along the road, which can be used for traffic monitoring. In this paper, an acoustic based traffic monitoring system is designed and implemented. The system utilizes a cross microphone array to collect road-side acoustic signals. Then, lane positions are automatically detected by the built-in lane detection module. Eventually, different measuring indices which reflect the road condition and traffic quality are derived according to the collected signals and the detected lanes. Since acoustic sensor is less expensive than other types of vehicle sensors, and acoustic features are robust against light, weather, and environmental variations, we expect that the proposed acoustic traffic monitoring system will have lower hardware cost, and become a good complement to the existing traffic monitoring techniques.
引用
收藏
页码:119 / 126
页数:8
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