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Human body recognition system based on active learning and Wi Fi perception

2022-07-21 06:11:00 【Midoer technology house】

Abstract

Based on deep learning and Wi-Fi Perceptual human behavior recognition system has gradually become the mainstream research direction , It has made great progress in recent years . However , Existing systems rely heavily on a large number of labeled samples to achieve good recognition accuracy . This leads to a lot of labor costs for tagging data , At the same time, the existing system is also difficult to apply to the actual scene . For this problem , This paper proposes a method of applying active learning to Wi-Fi Perceptual human behavior recognition system ——ALSensing. This system is the first one that will actively learn and Wi-Fi A system combining human behavior recognition , It can use a limited number of labeled training samples to build a behavior recognizer with good performance . Using commercial Wi-Fi The device realizes ALSensing System , And use <

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