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在过去的五年里,基于Wi-Fi的无线传感技术取得了巨大进步
Hai Zhu1, Enlai Dong1, Mengmeng Xu1
1School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China.
Sensors (Basel, Switzerland)
|November 27, 2024
概括
无线网络传感利用商品设备的通道状态信息 (CSI) 来实现本地化和活动识别等应用. 这篇评论详细介绍了实际Wi-Fi传感的最新进展,挑战和未来方向.
科学领域:
- 无线通信是一种无线通信.
- 信号处理 信号处理
- 无处不在的感知
背景情况:
- 自2010年以来,Wi-Fi传感在各种应用中使用道状态信息 (CSI).
- 综合传感和通信 (ISAC) 是一个不断增长的领域,推动Wi-Fi传感的进步.
- 现货 (COTS) 无线设备越来越多地用于无线传感.
研究的目的:
- 回顾过去5年在Wi-Fi传感方面的最新成就.
- 根据应用多样性和传感方法学对研究进行分类.
- 确定实用Wi-Fi传感的关键挑战和未来研究方向.
主要方法:
- 对Wi-Fi传感研究的审查和分类.
- 对CSI信号特性和传感模型的分析.
- 识别域依赖性和范围限制.
主要成果:
- 概述Wi-Fi传感应用程序,包括定位,成像,活动识别和生命体征监测.
- 从应用和方法学的角度对最近的研究进行分类.
- 突出领域依赖性和传感范围限制作为关键挑战.
结论:
- 使用COTS设备的Wi-Fi传感显示出了显著的进展.
- 解决当前的挑战对于无处不在和实用的Wi-Fi传感至关重要.
- 未来的研究应该专注于克服现实世界部署的局限性.
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