Wi-Fi-based location-independent human activity recognition with attention mechanism enhanced method

• Main Authors: Ding, Xue, Jiang, Ting, Zhong, Yi, Wu, Sheng, Yang, Jianfei, Zeng, Jie
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Human Activity Recognition; Wi-Fi Sensing
• Online Access: https://hdl.handle.net/10356/165121
• Institution: Nanyang Technological University

Wi-Fi-based human activity recognition is emerging as a crucial supporting technology for various applications. Although great success has been achieved for location-dependent recognition tasks, it depends on adequate data collection, which is particularly laborious and time-consuming, being impract...