Optimization procedure for intelligent Internet of Things applications

Ahmed, Zeinab E. and Hasan, Mohammad Kamrul and Hassan Abdalla Hashim, Aisha and Saeed, Rashid A. and Mokhtar, Rania A. and Singh, Simar P. and Ghazal, Taher M. (2022) Optimization procedure for intelligent Internet of Things applications. In: 2022 International Conference on Business Analytics for Technology and Security (ICBATS), 16-17 February 2022, Dubai, United Arab Emirates.

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Abstract

Internet of Things (IoT) is basically the concept and terminology of vehicular communications for Vehicles are becoming increasingly available in the literature. Applications for these are efficient traffic management, driving safety, and information services, which offer new service functionalities to extend efficiency for the network. In IoV, the vehicles carry advanced components such as actuators, sensors, and controllers to provide vehicle control functions and intelligent decision-making. The connectivity among vehicles is through intercommunication between devices, intelligent systems in the environment, and sensors [3]. There are three elements for a network model of IoV: client, connection, and cloud. The optimization technique finds the optimal result for sophisticated challenges by diminishing or exploiting objective functions that stand on one or more decision parameters that achieve the objective function value. This paper proposes a GA-based energy optimization procedure and assesses the performance over existing optimization techniques for intelligent IoT applications.

Item Type:	Conference or Workshop Item (Invited Papers)
Uncontrolled Keywords:	Internet of Vehicles; GA Optimization technique; Vehicle to Sensors; Vehicle to Infrastructure
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User:	Prof. Dr. Aisha Hassan Abdalla Hashim
Date Deposited:	25 Dec 2022 13:04
Last Modified:	25 Dec 2022 13:05
URI:	http://irep.iium.edu.my/id/eprint/101880

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