SimID: Wi-Fi-Based Few-Shot Cross-Domain User Recognition with Identity Similarity Learning

In recent years, indoor user identification via Wi-Fi signals has emerged as a vibrant research area in smart homes and the Internet of Things, thanks to its privacy preservation, immunity to lighting conditions, and ease of large-scale deployment. Conventional deep-learning classifiers, however, su...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Zhijian Wang, Lei Ouyang, Shi Chen, Han Ding, Ge Wang, Fei Wang
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Subjects:	wireless sensor network Wi-Fi sensing person identification transfer learning few-shot learning domain adaptation
Online Access:	https://www.mdpi.com/1424-8220/25/16/5151