基于信道状态信息的室内Wi-Fi定位研究

Dwi Joko Suroso, Farid Yuli Martin Adiyatma, Panarat Cherntanomwong
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引用次数: 0

摘要

无线保真(Wi-Fi)传感的应用已经广泛,特别是在人类行为/活动识别方面。它提供了高度的灵活性,因为它不需要人/物体携带任何被称为无设备的设备。这种“被动”概念也有助于Wi-Fi传感的另一个应用,即室内定位。“感知”是使用从Wi-Fi设备的通信链路中提取的特定参数进行的,即信道状态信息(CSI)。本文探讨了以Wi-Fi技术为核心的基于csi的室内定位的最新发展趋势,包括其优势、挑战和未来发展方向。我们发现通过在定位中使用Wi-Fi传感可以获得巨大的好处,其性能和可集成性支持其他智能系统的活动识别。
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Wi-Fi Sensing for Indoor Localization via Channel State Information: A Survey
Wireless Fidelity (Wi-Fi) sensing utilization has been widespread, especially for human behavior/activity recognition. It provides high flexibility since it does not require the person/object to carry any device known as device-free. This "passive" concept is also helpful for another application of Wi-Fi sensing, i.e., indoor localization. The "sensing" is conducted using particular parameters extracted from communication links of Wi-Fi devices, i.e., channel state information (CSI). This paper explores the recent trends in CSI-based indoor localization with Wi-Fi technology as its core, including their advantages, challenges, and future directions. We found tremendous benefits can be gained by employing Wi-Fi sensing in localization supported by its performance and integrability for other intelligent systems for activity recognition.
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