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Domain-generalization human activity recognition model based on CSI instance normalization

To achieve Wi-Fi cross-domain human activity perception that was not dependent on target domain data, a domain-generalization human activity recognition model based on CSI instance normalization called INDG-Fi was proposed. The instance normalization standardization was utilized to remove domain inf...

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Principais autores: WANG Yang, XU Jiawei, WANG Ao, XIA Huijuan, ZHAO Chuanxin, JI Yimu
Formato: Artigo
Idioma:Chinês
Publicado em: Editorial Department of Journal on Communications 2024-06-01
coleção:Tongxin xuebao
Assuntos:
channel state information
wireless sensing
human activity recognition
domain-generalization
Acesso em linha:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024110/
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