Title :
Multi-objective OLSR optimization for VANETs
Author :
Toutouh, Jamal ; Alba, Enrique
Author_Institution :
Dept. de Lenguajes y Cienc. de la Comput., Univ. of Malaga, Malaga, Spain
Abstract :
Vehicular ad hoc networks (VANETs) are infrastructure-less and self-organized networks deployed among vehicles and other road users. Due to the limitations of the wireless technologies used and the rapid topology changes, designing efficient routing protocols for VANETs is becoming a major concern. In this study, we applied a multi-objective optimization metaheuristic, in order to find efficient OLSR parameterizations that improve the QoS of the OLSR RFC and a previous optimized configurations. Our optimized configuration significantly reduces OLSR scalability problems keeping competitive packet delivery rates. The OLSR routing overhead is reduced between 47% and 76% and the delivery times are between 32% and 38% shorter when using our optimized settings.
Keywords :
optimisation; quality of service; routing protocols; telecommunication network reliability; vehicular ad hoc networks; OLSR RFC; OLSR parameterizations; OLSR routing overhead; OLSR scalability problems; QoS; VANET; multiobjective OLSR optimization; multiobjective optimization metaheuristic; packet delivery rates; routing protocols; self-organized networks; vehicular ad hoc networks; wireless technology; Optimization; Protocols; Quality of service; Routing; Sociology; Statistics; NSGA-II; OLSR; VANETs; optimization;
Conference_Titel :
Wireless and Mobile Computing, Networking and Communications (WiMob), 2012 IEEE 8th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4673-1429-9
DOI :
10.1109/WiMOB.2012.6379133