An Application of Wireless Sensor Network in Intelligent Transportation System

被引：4
|
作者：
Mishra, D. P. [1 ]
Asutkar, G. M. [2 ]
Dorale, S. S. [3 ]
机构：
[1] GH Raisoni Coll Engn, Nagpur, Maharashtra, India
[2] PIT, Dept Elect & Commun, Nagpur, Maharashtra, India
[3] GH Raisoni Coll Engn, Dept Elect Engn, Nagpur, Maharashtra, India
来源：
2013 SIXTH INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING AND TECHNOLOGY (ICETET 2013) | 2013年
关键词：
Wireless Sensor Network; traffic surveillance; K-nn classifier; Detection State Machine;
D O I：
10.1109/ICETET.2013.22
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Intelligent Transportation System (ITS) encompasses many functions such as traffic surveillance, parking assist, accident avoidance, driverless vehicle etc. It is widely proposed to use recent advances in Wireless Sensor Network (WSN) technologies for ITS applications. Flexibility, ease in installation and maintenance, low cost and high accuracy of WSN make it a prospective candidate for replacing contemporary technologies in use for vehicle detection and classification. This approach is an improvisation and advancement of already developed algorithms. Detection state machine (DSM) and K-Nearest Neighbour algorithm is used to detect and classify vehicle. This approach has the accuracy of 100% and it has been verified that the algorithm enhances the performance of vehicle surveillance with high precision and robustness.
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页码：90 / 91
页数：2
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