TY - GEN
T1 - A Real-time e-Health Data Collection System from On-board Vehicle Drivers in Smart City
AU - Hassan, Mohammad Mehedi
AU - Alamri, Atif
AU - Alhussein, Musaed
AU - Gumaei, Abdu
AU - Al-Rakhami, Mabrook
AU - Fortino, Giancarlo
AU - Razzaque, Md Abdur
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/12/19
Y1 - 2020/12/19
N2 - Most of the works in the literature related to driver distraction monitoring system focused on the design and development of sensor devices and their calibration. However, the problem of collecting data related to urgent or critical events in a prioritized manner has got a little attention for this specialized application. In this paper, assuming the availability of an Intra-vehicular Sensor Network (IVSN) consisting of heterogeneous sensor devices for monitoring an on-board driver, we have developed a medium access control protocol, namely V-MAC, that enables faster delivery of high priority events related to driver distraction. Our traffic classification algorithm and CSMA/CA driven prioritized data transmission scheduling using different superframes helps it to achieve higher data delivery performance, as depicted through evaluations carried out in MATLAB.
AB - Most of the works in the literature related to driver distraction monitoring system focused on the design and development of sensor devices and their calibration. However, the problem of collecting data related to urgent or critical events in a prioritized manner has got a little attention for this specialized application. In this paper, assuming the availability of an Intra-vehicular Sensor Network (IVSN) consisting of heterogeneous sensor devices for monitoring an on-board driver, we have developed a medium access control protocol, namely V-MAC, that enables faster delivery of high priority events related to driver distraction. Our traffic classification algorithm and CSMA/CA driven prioritized data transmission scheduling using different superframes helps it to achieve higher data delivery performance, as depicted through evaluations carried out in MATLAB.
KW - Data Delivery Latency
KW - Driver Distraction
KW - Intra-vehicular Sensor Network (IVSN)
KW - Multilevel Priority MAC
KW - Traffic Classification
UR - http://www.scopus.com/inward/record.url?scp=85101664842&partnerID=8YFLogxK
U2 - 10.1109/STI50764.2020.9350435
DO - 10.1109/STI50764.2020.9350435
M3 - Conference contribution
AN - SCOPUS:85101664842
T3 - 2020 2nd International Conference on Sustainable Technologies for Industry 4.0, STI 2020
BT - 2020 2nd International Conference on Sustainable Technologies for Industry 4.0, STI 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Conference on Sustainable Technologies for Industry 4.0, STI 2020
Y2 - 19 December 2020 through 20 December 2020
ER -
