UAV-Aided Data Acquisition Using Gaining-Sharing Knowledge Optimization Algorithm
作者机构：Wireless Intelligent Networks Center(WINC)School of Engineering and Applied SciencesNile UniversityGiza12677Egypt School of Information Technology and Computer Science(ITCS)Nile UniversityGiza12677Egypt Operations Research DepartmentFaculty of Graduate Studies for Statistical ResearchCairo UniversityGiza12613Egypt Department of Mathematics and Actuarial ScienceSchool of Science and EngineeringThe American University in CairoEgypt Electronics and Communications Engineering DepartmentCairo UniversityEgypt University of Science and TechnologyNanotechnology and Nanoelectronics ProgramZewal City of Science and TechnologyOctober Gardens6th of OctoberGiza12578Egypt
出 版 物：《Computers, Materials & Continua》 (计算机、材料和连续体（英文）)
年 卷 期：2022年第72卷第9期
页 面：5999-6013页
核心收录：
学科分类：08[工学] 082503[工学-航空宇航制造工程] 0825[工学-航空宇航科学与技术]
基 金：Cairo University, and Science, Technology, and Innovation Funding Authority STIFA, (34876) Science, Technology, and Innovation Funding Authority
主 题：NB-IoT UAV GSK stop points optimization
摘 要：Unmanned Aerial Vehicles(UAVs)provide a reliable and energyefficient solution for data collection from the Narrowband Internet of Things(NB-IoT)***,the UAV’s deployment optimization,including locations of the UAV’s stop points,is a necessity to minimize the energy consumption of the UAV and the NB-IoT devices and also to conduct the data collection *** this regard,this paper proposes GainingSharing Knowledge(GSK)algorithm for optimizing the UAV’s *** GSK,the number of UAV’s stop points in the three-dimensional space is encapsulated into a single individual with a fixed length representing an entire *** superiority of using GSK in the tackled problem is verified by simulation in seven *** provides significant results in all seven scenarios compared with other four optimization algorithms used before with the same ***,the NB-IoT is proposed as the wireless communication technology between the UAV and IoT devices.
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