干旱区生态环境知识资源中心(Arid): A Routing Protocol Based on Multiobjective Mayfly Optimization Algorithm for Solar Energy Dynamical Supply of Field Observation Instrument Network

Arid

DOI	10.1109/JSEN.2024.3361988
	A Routing Protocol Based on Multiobjective Mayfly Optimization Algorithm for Solar Energy Dynamical Supply of Field Observation Instrument Network
	Lu, Shubin; Huo, Jiuyuan; Yang, Jiguang; Cao, Fang
通讯作者	Huo, JY
来源期刊	IEEE SENSORS JOURNAL
ISSN	1530-437X
EISSN	1558-1748
出版年	2024
卷号	24 期号:7 页码:11537-11552
英文摘要	China possesses vast and valuable natural resources in its expansive cold and arid regions, but the natural environment is harsh. Field stations and observation systems primarily emphasize in-station observations and research. Nevertheless, these systems face challenges such as limited energy resources, inability to cope with the dynamic nature of the environment, and obstacles in conducting extensive and large-scale scientific research. To advance the automation level of field observation data, enhance real-time data transmission performance, and bolster the adaptive capabilities of field observation instrument networks (FOINs), a novel method named a routing protocol based on multiobjective mayfly optimization algorithm (MMA) for solar energy dynamical supply of FOIN (DSFOI-MMA) is proposed in this article. The proposed protocol first designs an energy harvesting model based on the dynamic nature of solar energy to ensure energy supply for low-energy nodes in the network, and then dynamically elects the optimal cluster head (CH) via MMA. Second, the idea of virtual complete graphs is introduced to construct inter-cluster transmission paths. Finally, the MATLAB simulation platform is utilized to validate the effectiveness of the DSFOI-MMA. Extensive experiments and analyses have been performed to compare with existing major approaches in terms of network lifetime, number of CHs, and so on. The results demonstrate the excellent performance of the developed protocol, which enhances the automation of monitoring data and provides a reliable guarantee of experimental data for in-depth scientific research and development in cold and arid regions.
英文关键词	Field observation instrument network (FOIN) multiobjective mayfly optimization algorithm (MMA) routing protocol solar energy dynamical supply virtual complete graph
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:001245592500049
WOS关键词	CLUSTERING PROTOCOL ; SENSOR ; DESIGN
WOS类目	Engineering, Electrical & Electronic ; Instruments & Instrumentation ; Physics, Applied
WOS研究方向	Engineering ; Instruments & Instrumentation ; Physics
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/404144
推荐引用方式 GB/T 7714	Lu, Shubin,Huo, Jiuyuan,Yang, Jiguang,et al. A Routing Protocol Based on Multiobjective Mayfly Optimization Algorithm for Solar Energy Dynamical Supply of Field Observation Instrument Network[J],2024,24(7):11537-11552.
APA	Lu, Shubin,Huo, Jiuyuan,Yang, Jiguang,&Cao, Fang.(2024).A Routing Protocol Based on Multiobjective Mayfly Optimization Algorithm for Solar Energy Dynamical Supply of Field Observation Instrument Network.IEEE SENSORS JOURNAL,24(7),11537-11552.
MLA	Lu, Shubin,et al."A Routing Protocol Based on Multiobjective Mayfly Optimization Algorithm for Solar Energy Dynamical Supply of Field Observation Instrument Network".IEEE SENSORS JOURNAL 24.7(2024):11537-11552.