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 appli...
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Veröffentlicht in: | Elkha: Jurnal Teknik elektro (Pontianak) 2023-10, Vol.15 (2), p.152-159 |
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Format: | Artikel |
Sprache: | eng ; ind |
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Zusammenfassung: | 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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ISSN: | 1858-1463 2580-6807 |
DOI: | 10.26418/elkha.v15i2.70830 |