Context aware wireless sensor system integrated with participatory sensing for real time road accident detection

Maneesha Vinodini Ramesh; P. T. Vidya; Preeja Pradeep

doi:10.1109/WOCN.2013.6616203

Context aware wireless sensor system integrated with participatory sensing for real time road accident detection

Maneesha Vinodini Ramesh
, P. T. Vidya
, Preeja Pradeep

Amrita Vishwa Vidyapeetham

Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review

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.

Original language	English
Title of host publication	2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013
DOIs	https://doi.org/10.1109/WOCN.2013.6616203
Publication status	Published - 2013
Externally published	Yes
Event	10th IEEE and IFIP International Conference on Wireless and Optical Communications Networks, WOCN 2013 - Bhopal, Madhya Pradesh, India Duration: 26 Jul 2013 → 28 Jul 2013

Publication series

Name	IFIP International Conference on Wireless and Optical Communications Networks, WOCN
ISSN (Print)	2151-7681
ISSN (Electronic)	2151-7703

Conference

Conference	10th IEEE and IFIP International Conference on Wireless and Optical Communications Networks, WOCN 2013
Country/Territory	India
City	Bhopal, Madhya Pradesh
Period	26/07/13 → 28/07/13

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

context aware system
decision support system
onboard sensor system
participatory sensing

Access to Document

10.1109/WOCN.2013.6616203

Cite this

Ramesh, M. V., Vidya, P. T., & Pradeep, P. (2013). Context aware wireless sensor system integrated with participatory sensing for real time road accident detection. In 2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013 Article 6616203 (IFIP International Conference on Wireless and Optical Communications Networks, WOCN). https://doi.org/10.1109/WOCN.2013.6616203

@inproceedings{8aa73a64b8454e0eb0326079c60f72ca,

title = "Context aware wireless sensor system integrated with participatory sensing for real time road accident detection",

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 = "context aware system, decision support system, onboard sensor system, participatory sensing",

author = "Ramesh, \{Maneesha Vinodini\} and Vidya, \{P. T.\} and Preeja Pradeep",

year = "2013",

doi = "10.1109/WOCN.2013.6616203",

language = "English",

isbn = "9781467359993",

series = "IFIP International Conference on Wireless and Optical Communications Networks, WOCN",

booktitle = "2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013",

note = "10th IEEE and IFIP International Conference on Wireless and Optical Communications Networks, WOCN 2013 ; Conference date: 26-07-2013 Through 28-07-2013",

}

Ramesh, MV, Vidya, PT & Pradeep, P 2013, Context aware wireless sensor system integrated with participatory sensing for real time road accident detection. in 2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013., 6616203, IFIP International Conference on Wireless and Optical Communications Networks, WOCN, 10th IEEE and IFIP International Conference on Wireless and Optical Communications Networks, WOCN 2013, Bhopal, Madhya Pradesh, India, 26/07/13. https://doi.org/10.1109/WOCN.2013.6616203

Context aware wireless sensor system integrated with participatory sensing for real time road accident detection. / Ramesh, Maneesha Vinodini; Vidya, P. T.; Pradeep, Preeja.
2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013. 2013. 6616203 (IFIP International Conference on Wireless and Optical Communications Networks, WOCN).

Research output: Chapter in Book/Report/Conference proceedings › Conference proceeding › peer-review

TY - GEN

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 - Conference proceeding

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 -

Ramesh MV, Vidya PT, Pradeep P. Context aware wireless sensor system integrated with participatory sensing for real time road accident detection. In 2013 10th International Conference on Wireless and Optical Communications Networks, WOCN 2013. 2013. 6616203. (IFIP International Conference on Wireless and Optical Communications Networks, WOCN). doi: 10.1109/WOCN.2013.6616203

Context aware wireless sensor system integrated with participatory sensing for real time road accident detection

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

Other files and links

Fingerprint

Cite this