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WiFi-based non-contact human presence detection technology

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成果类型:
期刊论文
作者:
Zhang, Yang;Wang, Xuechun;Wen, Jinghao;Zhu, Xianxun
通讯作者:
Zhang, Y
作者机构:
[Zhang, Yang; Zhang, Y] Shanghai Polytech Univ, Sch Econ & Management, Shanghai 201209, Peoples R China.
[Wang, Xuechun] Hubei Univ Technol, Sch Elect & Elect Engn, Wuhan 430068, Peoples R China.
[Wen, Jinghao] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Peoples R China.
[Zhu, Xianxun] Shanghai Univ, Sch Commun & Informat Engn, Shanghai 200444, Peoples R China.
通讯机构:
[Zhang, Y ] S
Shanghai Polytech Univ, Sch Econ & Management, Shanghai 201209, Peoples R China.
语种:
英文
关键词:
Human presence sensing;Machine learning;Non-contact;Wireless perception
期刊:
Scientific Reports
ISSN:
2045-2322
年:
2024
卷:
14
期:
1
页码:
3605
机构署名:
本校为其他机构
院系归属:
计算机学院
摘要:
In the swiftly evolving landscape of Internet of Things (IoT) technology, the demand for adaptive non-contact sensing has seen a considerable surge. Traditional human perception technologies, such as vision-based approaches, often grapple with problems including lack of sensor versatility and sub-optimal accuracy. To address these issues, this paper introduces a novel, non-contact method for human presence perception, relying on WiFi. This innovative approach involves a sequential process, beginning with the pre-processing of collected Channel State Information (CSI), followed by feature extra...

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