An overview of multi-modal sensing systems and the potential of ISAC technologies in SHM

IF 2.2 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC Physical Communication Pub Date : 2025-04-01 Epub Date: 2025-01-17 DOI:10.1016/j.phycom.2025.102614
Zedong Zhu , Jie Yang , Chao-Kai Wen , Shuqiang Xia , Shi Jin
{"title":"An overview of multi-modal sensing systems and the potential of ISAC technologies in SHM","authors":"Zedong Zhu ,&nbsp;Jie Yang ,&nbsp;Chao-Kai Wen ,&nbsp;Shuqiang Xia ,&nbsp;Shi Jin","doi":"10.1016/j.phycom.2025.102614","DOIUrl":null,"url":null,"abstract":"<div><div>Structural health monitoring (SHM) is vital for ensuring the safety and durability of infrastructure. Conventional SHM systems, which rely on various sensors to track deformations and vibrations in steel and concrete structures, often face challenges such as complex installation and labor-intensive, time-consuming monitoring processes. Integrated sensing and communication (ISAC) technology offers a transformative solution by enabling dense sensing networks without the need for additional installations. In this paper, we classify current SHM systems into two key approaches to leverage ISAC: the image assessment method, which evaluates structural safety through scanning and imaging techniques, and the reference point assessment method, which monitors specific points within a structure to assess its overall health. We review recent advancements in both approaches, identify limitations in existing SHM systems, and examine how ISAC can address these challenges. Additionally, we propose future research directions to enhance the integration of ISAC into SHM, emphasizing its potential to revolutionize infrastructure safety monitoring.</div></div>","PeriodicalId":48707,"journal":{"name":"Physical Communication","volume":"69 ","pages":"Article 102614"},"PeriodicalIF":2.2000,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physical Communication","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1874490725000175","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/17 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Structural health monitoring (SHM) is vital for ensuring the safety and durability of infrastructure. Conventional SHM systems, which rely on various sensors to track deformations and vibrations in steel and concrete structures, often face challenges such as complex installation and labor-intensive, time-consuming monitoring processes. Integrated sensing and communication (ISAC) technology offers a transformative solution by enabling dense sensing networks without the need for additional installations. In this paper, we classify current SHM systems into two key approaches to leverage ISAC: the image assessment method, which evaluates structural safety through scanning and imaging techniques, and the reference point assessment method, which monitors specific points within a structure to assess its overall health. We review recent advancements in both approaches, identify limitations in existing SHM systems, and examine how ISAC can address these challenges. Additionally, we propose future research directions to enhance the integration of ISAC into SHM, emphasizing its potential to revolutionize infrastructure safety monitoring.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
多模式传感系统概述及 ISAC 技术在 SHM 中的潜力
结构健康监测是保障基础设施安全和耐久性的重要手段。传统的SHM系统依靠各种传感器来跟踪钢和混凝土结构的变形和振动,经常面临复杂的安装和劳动密集型、耗时的监测过程等挑战。集成传感和通信(ISAC)技术提供了一种变革性的解决方案,无需额外安装即可实现密集传感网络。在本文中,我们将当前的SHM系统分为两种利用ISAC的关键方法:图像评估方法,通过扫描和成像技术评估结构安全性,以及参考点评估方法,监测结构内的特定点以评估其整体健康状况。我们回顾了这两种方法的最新进展,确定了现有SHM系统的局限性,并研究了ISAC如何应对这些挑战。此外,我们提出了未来的研究方向,以加强ISAC与SHM的整合,强调其革命性的基础设施安全监测的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Physical Communication
Physical Communication ENGINEERING, ELECTRICAL & ELECTRONICTELECO-TELECOMMUNICATIONS
CiteScore
5.00
自引率
9.10%
发文量
212
审稿时长
55 days
期刊介绍: PHYCOM: Physical Communication is an international and archival journal providing complete coverage of all topics of interest to those involved in all aspects of physical layer communications. Theoretical research contributions presenting new techniques, concepts or analyses, applied contributions reporting on experiences and experiments, and tutorials are published. Topics of interest include but are not limited to: Physical layer issues of Wireless Local Area Networks, WiMAX, Wireless Mesh Networks, Sensor and Ad Hoc Networks, PCS Systems; Radio access protocols and algorithms for the physical layer; Spread Spectrum Communications; Channel Modeling; Detection and Estimation; Modulation and Coding; Multiplexing and Carrier Techniques; Broadband Wireless Communications; Wireless Personal Communications; Multi-user Detection; Signal Separation and Interference rejection: Multimedia Communications over Wireless; DSP Applications to Wireless Systems; Experimental and Prototype Results; Multiple Access Techniques; Space-time Processing; Synchronization Techniques; Error Control Techniques; Cryptography; Software Radios; Tracking; Resource Allocation and Inference Management; Multi-rate and Multi-carrier Communications; Cross layer Design and Optimization; Propagation and Channel Characterization; OFDM Systems; MIMO Systems; Ultra-Wideband Communications; Cognitive Radio System Architectures; Platforms and Hardware Implementations for the Support of Cognitive, Radio Systems; Cognitive Radio Resource Management and Dynamic Spectrum Sharing.
期刊最新文献
ECG denoising using multi-stage cascaded recursive least squares based adaptive FIR filter UAV-enabled secure semantic communication for mobile edge computing via reinforcement learning Enabling fair power consumption based on machine learning in cooperative free-space optical systems Hybrid SSA-GWO optimized ensemble learning for malicious node detection in wireless sensor networks Multi -mode index modulation based on affine frequency division multiplexing
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1