Title :
Context aware wireless sensor system integrated with participatory sensing for real time road accident detection
Author :
Ramesh, Maneesha Vinodini ; Vidya, P.T. ; Pradeep, Prachi
Author_Institution :
Amrita Center for Wireless Networks & Applic., Amrita Vishwa Vidyapeetham, Kollam, India
Abstract :
According to World Health Organization, worldwide, every year, more than 12 million people are killed in accidents and more than 500 million people are injured. In this research work, we have designed a context aware wireless sensor system to detect and locate road accidents in real-time. Context acquisition is performed using onboard sensors such as accelerometer, gyroscope, flex sensor and sensors from Smartphone such as accelerometer, microphone, GPS etc. A learning algorithm is proposed to perform context modeling, inference, and context-based action initiation. Participatory sensing techniques are integrated with the proposed system to ensure system enhancement and reduce false alarms.
Keywords :
automated highways; mobile computing; road accidents; smart phones; traffic engineering computing; wireless sensor networks; GPS; accelerometer; context acquisition; context aware wireless sensor system; context-based action initiation; flex sensor; gyroscope; learning algorithm; microphone; onboard sensors; participatory sensing technique; real time road accident detection; smartphone; Accelerometers; Accidents; Context-aware services; Flexible printed circuits; Gyroscopes; Sensors; Vehicles; context aware system; decision support system; onboard sensor system; participatory sensing;
Conference_Titel :
Wireless and Optical Communications Networks (WOCN), 2013 Tenth International Conference on
Conference_Location :
Bhopal
Print_ISBN :
978-1-4673-5997-9
DOI :
10.1109/WOCN.2013.6616203