Clustering Based Affinity Propagation In Vanets : Taxonomy And Opportunity Of Research

Talib, Mohammed Saad and Hassan, Aslinda and Abal Abas, Zuraida and Hassan, Ali Abdul Hussian and Ali, Mohanad Faeq and Al-Araji, Zaid Jasim (2019) Clustering Based Affinity Propagation In Vanets : Taxonomy And Opportunity Of Research. International Journal of Recent Technology and Engineering, 7 (6S5). pp. 672-679. ISSN 2277-3878

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Abstract

Vehicular communication networks received good consideration and focusing on diverse researchers in the latest years. Vehicular Adhoc Networks (VANETs) represents a developed type of an effective communication technology to facilitate the process of information dissemination among vehicles. VANETs established the cornerstone to develop the Intelligent Transport Systems (ITS). The great challenging task in routing the messages in VANETs is related to the different velocities of the moving vehicles on the streets in addition to their sparse distribution. Clustering approach is broadly used to report this challenge. It represents the mechanism of the alliance the vehicles based on certain metrics such as velocity, location, density, direction and lane position. This paper is to investigate and analyze several challenges and their present solutions which based on different developed clustering approaches based on the affinity propagation algorithm. This paper isaim to present a complete taxonomy on vehicles clustering and analyzing the existing submitted proposals in literature based on affinity propagation. Presenting and analyzing the submitted proposals will provide these domain researchers with a good flexibility to select or apply the suitable approach to their future application or research activities. To prepare this paper in a systematic manner, a total of 1444 articles concerning the Affinity Propagation in clustering published in the era of 2008 to 2019 were collected from the reliable publishing sources namely (ScienceDirect, IEEE Xplore, and SCOPUS). Due to their relevance, applicability, generality level and comprehensiveness, only nineteen articles among the collected articles were assigned and eventually analyzed in a systematic review method.A considerable success has been achieved in revealing the essential challenges and necessities for clustering based affinity Propagation in VANETs to guide the researchers in their upcoming investigations. This paper also contributes in dealing with open problems issues, challenges and guidelines for the upcoming investigations.

Item Type:	Article
Uncontrolled Keywords:	ffinity propagation, Clustering, Vehicular adhoc networks
Divisions:	Faculty of Information and Communication Technology
Depositing User:	Sabariah Ismail
Date Deposited:	22 Oct 2020 16:17
Last Modified:	22 Oct 2020 16:17
URI:	http://eprints.utem.edu.my/id/eprint/24331
Statistic Details:	View Download Statistic

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