Title :
An Application of Wireless Sensor Network in Intelligent Transportation System
Author :
Mishra, Durga Prasad ; Dorale, S.S. ; Asutkar, G.M.
Author_Institution :
G.H. Raisoni Coll. of Eng., Nagpur, India
Abstract :
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.
Keywords :
finite state machines; intelligent transportation systems; object detection; pattern classification; video surveillance; wireless sensor networks; DSM; ITS applications; K-nearest neighbour algorithm; WSN technologies; detection state machine; intelligent transportation system; vehicle classification; vehicle detection; vehicle surveillance; wireless sensor network technologies; Classification algorithms; Magnetic anisotropy; Surveillance; Traffic control; Vehicle detection; Vehicles; Wireless sensor networks; Detection State Machine; K-nn classifier; Wireless Sensor Network; traffic surveillance;
Conference_Titel :
Emerging Trends in Engineering and Technology (ICETET), 2013 6th International Conference on
Conference_Location :
Nagpur
Print_ISBN :
978-1-4799-2560-5
DOI :
10.1109/ICETET.2013.22
