A Field Experience for a Vehicle Recognition System using Magnetic Sensors

被引：0
|
作者：
Burresi, Giovanni [1 ]
Giorgi, Roberto [2 ]
机构：
[1] Univ Florence, Dept Informat Engn, Florence, Italy
[2] Univ Siena, Dept Informat Engn & Math, Siena, Italy
来源：
2015 4TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO) | 2015年
关键词：
component; classification; vehicle recognition; magnetic sensors; cyber-physical systems; traffic monitoring;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper describes the development and testing of a vehicle recognition prototype based on magnetic sensors. The aim of this research is to design a low cost, low power consumption and simple hardware platform for vehicle recognition. The goal is to recognize four types of vehicles (car, bus, mini-bus or camper) as they run over a set of magnetic sensors. We describe all steps for correct vehicle presence detection, pattern preprocessing, speed and length detection using a combination of an empirical and an analytical method for signal alignment. We collected a set of data regarding this types of vehicles and explain how to differentiate them. Our classification tests reach a confidence factor greater than 91%.
引用
收藏
页码：178 / 181
页数：4
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