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Toward Crowd Wireless Sensing: The Framework and Open Issues

delete2025-08-01
delete0
PRE
AI
Z
Zhihui Ren
Z
Zhu Wang
W
Wei Xu
Y
Yifan Guo
Y
Yandi Xu
B
Bin Guo
Z
Zhiwen Yu
DOI：10.1109/MCOM.003.2400626delete
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摘要

摘要

En 中文
近年来，无线感知已因其感知范围广、部署成本低、用户隐私无侵入性等优势，成为物联网领域的一个重要研究焦点。然而，无线信号易受环境干扰，其感知能力与场景高度耦合，导致现有系统的鲁棒性和可扩展性受限。为应对这些挑战，一种可能的解决方案是充分挖掘无处不在的无线感知资源的协同感知潜力。为此，本文首次提出了“群体无线感知”的概念，并提出了一种名为CrowdSignal的新型无线感知框架，旨在基于现实场景中动态汇聚感知资源的协作与互补性，实现鲁棒且可扩展的无线感知。初步实验结果表明了所提框架的重要性和可行性。为进一步推动这一新兴领域的研究，本文最后阐述了可能的研究方向。
Keyword:
Wireless communication
Wireless sensor networks
Privacy
Scalability
Collaboration
Ubiquitous computing
Robustness
Sensors
Internet of Things
Wireless fidelity

期刊

IEEE Communications Magazine 封面图
IEEE Communications Magazine
IF:
8.2
论文数:
6.9K
被引数:
2.2W

机构

N
Northwestern Polytechnical University
学者数:
4.6W
论文数: 3.7W
被引数: 5.3W
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