TY - GEN
T1 - IRouteSafe
T2 - 2019 IEEE Globecom Workshops, GC Wkshps 2019
AU - Abdelrahman, Abdalla
AU - Hassanein, Hossam S.
AU - Abu-Ali, Najah
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/12
Y1 - 2019/12
N2 - Car accidents are one of the leading causes of human fatalities worldwide. Given the variation in capabilities of drivers in different driving conditions, a personalized safety-based routing - that considers the variation in driving skills - is a step towards minimizing drivers' individual and aggregate risk. In this paper, we propose iRouteSafe, a novel cloud-based route planner that utilizes drivers' individualized risk profiles in suggesting routing options based on drivers' personal skillfulness levels. Using graph theory concepts, the routing problem is formulated as a combinatorial multi-objective optimization problem where the objective is to find the optimal route that minimizes cost function composed of a route's travel time, expected risk, and the personal driver-specific risk in such driving routes. To highlight the significance of the proposed route planning, a case study is presented.
AB - Car accidents are one of the leading causes of human fatalities worldwide. Given the variation in capabilities of drivers in different driving conditions, a personalized safety-based routing - that considers the variation in driving skills - is a step towards minimizing drivers' individual and aggregate risk. In this paper, we propose iRouteSafe, a novel cloud-based route planner that utilizes drivers' individualized risk profiles in suggesting routing options based on drivers' personal skillfulness levels. Using graph theory concepts, the routing problem is formulated as a combinatorial multi-objective optimization problem where the objective is to find the optimal route that minimizes cost function composed of a route's travel time, expected risk, and the personal driver-specific risk in such driving routes. To highlight the significance of the proposed route planning, a case study is presented.
KW - Cloud computing
KW - Driver profiling
KW - Driving behavior classification
KW - Intelligent transportation systems (ITS)
KW - Route planning
KW - Telematics
UR - http://www.scopus.com/inward/record.url?scp=85082297540&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85082297540&partnerID=8YFLogxK
U2 - 10.1109/GCWkshps45667.2019.9024666
DO - 10.1109/GCWkshps45667.2019.9024666
M3 - Conference contribution
AN - SCOPUS:85082297540
T3 - 2019 IEEE Globecom Workshops, GC Wkshps 2019 - Proceedings
BT - 2019 IEEE Globecom Workshops, GC Wkshps 2019 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 9 December 2019 through 13 December 2019
ER -