Title :
Smart vehicle sensing and classification node with energy aware vehicle classification algorithm
Author :
Jolevski, Ilija ; Markoski, Aleksandar ; Pasic, Roberto
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. "St Kliment Ohridski" Bitola, Bitola, Macedonia
Abstract :
This paper presents hardware and software design of a smart vehicle sensing and classification node with implemented energy aware classification algorithm. The classification algorithm works heuristic and in less computational steps thus conserving power for better battery optimization and longer usage of the sensing node. The hardware design of the sensing node and used AMR magnetic sensor can be used in very different environments with great accuracy.
Keywords :
enhanced magnetoresistance; image classification; magnetic sensors; magnetometers; road vehicles; traffic information systems; anisotropic magneto resistive; battery optimization; classification node; energy aware vehicle classification algorithm; hardware design; smart vehicle sensing; software design; used AMR magnetic sensor; Vehicle detection; classification; expert system; magnetometer; traffic surveillance;
Conference_Titel :
Information Technology Interfaces (ITI), Proceedings of the ITI 2011 33rd International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-61284-897-6
Electronic_ISBN :
1330-1012
