Cross-Domain Recognition Algorithm for Fitness Activities and Action Frequency Based on Dual Attention Prototype Networks

With the acceleration of life pace and improvement of living standards, adhering to exercise and fitness has become a common way for modern individuals to pursue a healthy lifestyle. Some fitness activity recognition algorithms based on channel state information (CSI) have been proposed to monitor t...

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Veröffentlicht in:	IEEE internet of things journal 2024-12, Vol.11 (23), p.38925-38935
Hauptverfasser:	Tian, Yong, Wei, Xue, Ye, Yingying, Wang, Ying, Qiao, Runjie, Ding, Xuejun
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Activity recognition Algorithms Channel state information (CSI) cross-domain recognition dual attention Feature extraction Fitness fitness activities and action frequency Image reconstruction Modules Monitoring Networks prototype networks Prototypes Sensors Signal processing algorithms Wireless fidelity
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