TY - CHAP
T1 - Context aware wireless sensor system integrated with participatory sensing for real time road accident detection
AU - Ramesh, Maneesha Vinodini
AU - Vidya, P. T.
AU - Pradeep, Preeja
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
KW - context aware system
KW - decision support system
KW - onboard sensor system
KW - participatory sensing
UR - https://www.scopus.com/pages/publications/84887390809
U2 - 10.1109/WOCN.2013.6616203
DO - 10.1109/WOCN.2013.6616203
M3 - Chapter
AN - SCOPUS:84887390809
SN - 9781467359993
T3 - IFIP International Conference on Wireless and Optical Communications Networks, WOCN
BT - 2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013
T2 - 10th IEEE and IFIP International Conference on Wireless and Optical Communications Networks, WOCN 2013
Y2 - 26 July 2013 through 28 July 2013
ER -
