Journal ArticleDOI
A Survey on Heuristic-Based Routing Methods in Vehicular Ad-Hoc Network: Technical Challenges and Future Trends
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This paper surveys and discusses different metaheuristics applied to solve the routing problem within VANET, and technical challenges and future trends are treated and presented.Abstract:
Vehicular $ad~ hoc$ network (VANET) is a set of vehicles trying to exchange security and comfort data even if they are not directly within radio range of each other. As VANET presented several challenges, the various contributions defined are not efficient to provide reliable services. Consequently, several researches and projects have been launched to develop an intelligent transportation system that guarantees both safety and comfort for users. Although the use of metaheuristics seems to be the most convenient to overcome these issues, actually, to the best of our knowledge, there are no studies addressing the uses of those approaches in VANET. This paper surveys and discusses different metaheuristics applied to solve the routing problem within VANET. Furthermore, technical challenges and future trends are treated and presented.read more
Citations
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Journal ArticleDOI
A Survey of Machine Learning Techniques Applied to Software Defined Networking (SDN): Research Issues and Challenges
TL;DR: This paper provides a comprehensive survey on the literature involving machine learning algorithms applied to SDN, from the perspective of traffic classification, routing optimization, quality of service/quality of experience prediction, resource management and security.
Journal ArticleDOI
Routing Protocols for Unmanned Aerial Vehicle-Aided Vehicular Ad Hoc Networks: A Survey
Rezoan Ahmed Nazib,Sangman Moh +1 more
TL;DR: This survey paper presents a comprehensive review on state-of-the-art routing protocols for UAV-aided VANETs and categorizes them into seven groups in terms of their working mechanism and design principles.
Journal ArticleDOI
Probability Prediction-Based Reliable and Efficient Opportunistic Routing Algorithm for VANETs
TL;DR: The probability prediction-based reliable and efficient opportunistic routing (PRO) algorithm for VANETs can achieve better routing performance than the SRPE, ExOR (street-centric), and greedy perimeter stateless routing algorithms.
Journal ArticleDOI
Computational Intelligence Inspired Data Delivery for Vehicle-to-Roadside Communications
TL;DR: A vehicle-to-roadside communication protocol based on distributed clustering where a coalitional game approach is used to stimulate the vehicles to join a cluster, and a fuzzy logic algorithm is employed to generate stable clusters by considering multiple metrics of vehicle velocity, moving pattern, and signal qualities between vehicles.
Journal ArticleDOI
Cluster-Based Content Distribution Integrating LTE and IEEE 802.11p with Fuzzy Logic and Q-Learning
TL;DR: This paper discusses integrating LTE (Long Term Evolution) with IEEE 802.11p for the content distribution in VANETs and proposes a two-level clustering approach where cluster head nodes in the first level try to reduce the MAC layer contentions for vehicle-tovehicle (V2V) communications, and cluster headNode are responsible for providing a gateway functionality between V2V and LTE.
References
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Journal ArticleDOI
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TL;DR: The important role that mobile ad hoc networks play in the evolution of future wireless technologies is explained and the latest research activities in these areas are reviewed, including a summary of MANETs characteristics, capabilities, applications, and design constraints.