系统工程与电子技术2024,Vol.46Issue(3) :1101-1108.DOI:10.12305/j.issn.1001-506X.2024.03.37

软件定义云边协同架构下的水下监测新机制

New mechanism for underwater monitoring in a software-defined cloud-edge collaborative architecture

金志刚 洪叶 苏毅珊 羊秋玲
系统工程与电子技术2024,Vol.46Issue(3) :1101-1108.DOI:10.12305/j.issn.1001-506X.2024.03.37

软件定义云边协同架构下的水下监测新机制

New mechanism for underwater monitoring in a software-defined cloud-edge collaborative architecture

金志刚 1洪叶 1苏毅珊 1羊秋玲2
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作者信息

  • 1. 天津大学电气自动化与信息工程学院,天津 300072
  • 2. 海南大学计算机科学与技术学院,海南海口 570228
  • 折叠

摘要

传统基于硬件的水声传感器网络(underwater acoustic sensor networks,UASNs)架构灵活性及可控性较差,难以满足水下多样化监测任务的需求.针对此问题,提出基于边缘计算的水下软件定义监测网络架构,并提出一种多级协同水下监测机制.该架构通过主从控制器将集中式云处理任务部署至边缘端,并对网络进行分级控制.该机制首先通过低轨遥感卫星进行大范围海洋监测,其次进行小范围监测,数据经原位处理及边缘处理后上传至水面进行分析,最后进行水下联合监测.仿真结果表明,所提出的监测架构和监测机制可降低异常数据处理时间成本和网络开销,在不同场景下的端到端延迟、网络能耗和包投递率方面都有良好的表现,提高了监测架构的灵活性.

Abstract

Traditional underwater acoustic sensor networks(UASNs)monitoring architecture based hardware lacks flexibility and controllability to meet the needs of diverse underwater monitoring tasks.An underwater software-defined monitoring network architecture based on edge computing and a multi-level collaborative underwater monitoring mechanism are proposed.The architecture deploys centralized cloud processing tasks to the edge through a master-slave controller,and provides hierarchical control of the network.The mechanism firstly conducts large-scale ocean monitoring through low-orbit remote sensing satellites,followed by small-scale monitoring,with data uploaded to the surface for analysis after in-situ processing and edge processing,and finally joint underwater monitoring.Simulation results show that the proposed monitoring architecture and monitoring mechanism can reduce the abnormal data processing time cost and network overhead,perform well in terms of end-to-end delay,network energy consumption and packet delivery rate in different scenarios,and improve the flexibility of the monitoring architecture.

关键词

水声传感器网络/监测架构/软件定义/水下监测机制

Key words

underwater acoustic sensor networks(UASNs)/monitoring architecture/software defined/underwater monitoring mechanism

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基金项目

国家自然科学基金(52171337)

国家自然科学基金(62171310)

出版年

2024
系统工程与电子技术
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会

系统工程与电子技术

CSTPCDCSCD北大核心
影响因子:0.847
ISSN:1001-506X
参考文献量30
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