Robust Human Activity Recognition System with Wi-Fi Using Handcraft Feature

Kang Yin,Chengpei Tang,Xie Zhang, Hele Yao

2021 IEEE Symposium on Computers and Communications (ISCC)（2021）

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摘要

WiFi-based Human activity recognition (HAR) system has the drawback of the new domain inadaptability. Numerous studies have proposed to solve this problem, but these methods have the limitations of needing the new domain data or fine-tuning the model. In this paper, we propose HARW, a cross-domain HAR system using Wi-Fi. Specifically, a novel domain-independent feature extraction algorithm is prop...

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关键词

Computers,Computational modeling,Pattern classification,Activity recognition,Feature extraction,Data models,Classification algorithms

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