Hybrid Sensor Selection Technique for Lifetime Extension of Wireless Sensor Networks

作     者：Khaled M.Fouad Basma M.Hassan Omar M.Salim 

作者机构：Information Systems DepartmentFaculty of Computers and Artificial IntelligenceBenha UniversityBenha13518Egypt Faculty of Artificial IntelligenceKafrelsheikh UniversityKafrelsheikh33516Egypt Electrical Engineering DepartmentBenha Faculty of EngineeringBenha UniversityBenha13518Egypt 

出 版 物：《Computers, Materials & Continua》 (计算机、材料和连续体（英文）)

年 卷 期：2022年第70卷第3期

页      面：4965-4985页

核心收录：

学科分类：08[工学] 081101[工学-控制理论与控制工程] 0811[工学-控制科学与工程] 081102[工学-检测技术与自动化装置] 

主　　题：Energy conservation WSNs intelligent techniques sensor selection 

摘      要：Energy conservation is a crucial issue to extend the lifetime of wireless sensor networks(WSNs)where the battery capacity and energy sources are very *** energy-saving techniques can help designers overcome this issue by reducing the number of selected sensors that report environmental measurements by eliminating all replicated and unrelated *** paper suggests a Hybrid Sensor Selection(HSS)technique that combines filter-wrappermethod to acquire a rich-informational subset of sensors in a reasonable *** aims to increase the lifetime of WSNs by using the optimal number of *** the same time,HSS maintains the desired level of accuracy and manages sensor failures with the most suitable number of sensors without compromising the *** evaluation of the HSS technique has adopted four experiments by using four different *** experiments show that HSS can extend the WSNs lifetime and increase the accuracy using a sufficient number of sensors without affecting ***,to ensure HSS credibility and reliability,the proposed HSS technique has been compared to other corresponding methodologies and shows its superiority in energy conservation at premium accuracy measures.