DocumentCode :
713886
Title :
Cyber-physical alternate route recommendation system for paramedics in an urban area
Author :
Kantarci, Burak
Author_Institution :
Dept. of Electr. & Comput. Eng., Clarkson Univ., Potsdam, NY, USA
fYear :
2015
fDate :
9-12 March 2015
Firstpage :
2155
Lastpage :
2160
Abstract :
Intelligent transportation systems aim at the betterment of the transportation in cooperation with the Information and Communication Technologies (ICTs). Besides, cyber-physical solutions have enabled interaction between the physical and computational components of systems. This paper studies the route selection of paramedics by the assistance of a cyber-physical system which consists of vehicular communications, alternate route optimization and user interaction components. To this end, an optimal alternate routing-tree recommendation framework is proposed by adopting the minimum Steiner tree approach. Initially the mathematical model is presented and is solved as a Mixed Integer Linear Programming (MILP) formulation. Then, in order to assure fast and efficient solution, simulated annealing-based alternate routing-tree recommendation is proposed for paramedics. Through simulations, the proposed approach is shown to be capable of guaranteeing alternate route selection for paramedics with low-delay, low-cost and high resilience.
Keywords :
integer programming; intelligent transportation systems; linear programming; medical computing; mobile computing; recommender systems; simulated annealing; trees (mathematics); vehicle routing; vehicular ad hoc networks; ICTs; MILP formulation; alternate route optimization; cyber-physical alternate route recommendation system; information and communication technologies; intelligent transportation systems; mathematical model; minimum Steiner tree approach; mixed integer linear programming; paramedics route selection; simulated annealing-based alternate routing-tree recommendation; urban area; user interaction components; vehicular communications; Annealing; Conferences; Delays; Global Positioning System; Roads; Simulated annealing; Vehicles; Cyber-physical systems; intelligent transportation systems; routing; simulated annealing; vehicular networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2015 IEEE
Conference_Location :
New Orleans, LA
Type :
conf
DOI :
10.1109/WCNC.2015.7127801
Filename :
7127801
Link To Document :
بازگشت