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Expansion of Cluster Head Stability Using Fuzzy in Cognitive Radio CR-VANET

Muhammad Asim SaleemSchool of Information and Software Engineering, University of Electronic Science and Technology, Chengdu, ChinaShijie ZhouSchool of Information and Software Engineering, University of Electronic Science and Technology, Chengdu, ChinaAbida SharifSchool of Computer Science and Engineering, University of Electronic Science and Technology, ChinaTanzila SabaCollege of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi ArabiaMuhammad Azam ZiaDepartment of Computer Science, University of Agriculture Faisalabad, Faisalabad, PakistanAshar JavedSchool of Information and Software Engineering, University of Electronic Science and Technology, Chengdu, ChinaSudipta RoyPRT2L, Washington University, St. Louis, USAMamta Mittal
2019en
ABI

Аннотация

The Vehicular Ad Hoc Network (VANET) plays a vital role in the development of smart cities, especially in ensuring vehicles’ safety on roads. However, VANET wireless-based networks face some challenges such as security, stability, communication, and reliability. To resolve these issues, we propose a fuzzy cluster head selection scheme in Cognitive Radio (CR) VANET, which uses the CR technology for the spectrum sensing algorithm. In this technology, the free spectrums of the primary user are utilized by secondary users without any correlation. Moreover, we have considered some input parameters such as vehicles’ average velocity, distance, network connectivity level, lane weight and trustworthiness for the fuzzy system based CR VANET in this research. The selected cluster head provides stability and reliability to the cluster compared to the state of art techniques. Extensive experiments were conducted in order to evaluate the effectiveness of the proposed approach. However, simulation results authenticate more stable and secure cluster formation using the proposed fuzzy logic based CR VANET.

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