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Gait Pattern Identification and Phase Estimation in Continuous Multilocomotion Mode Based on Inertial Measurement Units 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 17, 页码: 16952-16962
作者:  Zhang, Xingxuan;  Zhang, Haojian;  Hu, Jianhua;  Zheng, Jun;  Wang, Xinbo;  Deng, Jieren;  Wan, Zihao;  Wang, Haotian;  Wang, Yunkuan
Adobe PDF(9495Kb)  |  收藏  |  浏览/下载：305/31  |  提交时间：2022/11/14
Gait pattern identification  phase estimate  adaptive oscillators  gait event detector  wearable robots  
A Novel Deep Learning Bi-GRU-I Model for Real-Time Human Activity Recognition Using Inertial Sensors 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 6164-6174
作者:  Tong, Lina;  Ma, Hanghang;  Lin, Qianzhi;  He, Jiaji;  Peng, Liang
收藏  |  浏览/下载：169/0  |  提交时间：2022/06/10
Sensors  Feature extraction  Deep learning  Inertial sensors  Data mining  Convolutional neural networks  Accelerometers  Human activity recognition (HAR)  inertial sensor  deep learning  Bi-GRU  inception architecture