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A Hierarchical LSTM-Based Indoor Geomagnetic Localization Algorithm 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 2, 页码: 1227-1237
作者:  Wang, Liying;  Luo, Haiyong;  Wang, Qu;  Shao, Wenhua;  Zhao, Fang
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Location awareness  Sensors  Fingerprint recognition  Smart phones  Wireless communication  Buildings  Wireless fidelity  Location-based service  indoor geomagnetic positioning  data augmentation  hierarchical LSTM network  
Pedestrian Dead Reckoning Based on Walking Pattern Recognition and Online Magnetic Fingerprint Trajectory Calibration 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 3, 页码: 2011-2026
作者:  Wang, Qu;  Luo, Haiyong;  Xiong, Hao;  Men, Aidong;  Zhao, Fang;  Xia, Ming;  Ou, Changhai
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Legged locomotion  Trajectory  Estimation  Fingerprint recognition  Dead reckoning  Sensors  Heading estimation  indoor positioning  Internet of Things (IoT)  online calibration  pedestrian dead reckoning (PDR)  walking pattern recognition  
ADST: Forecasting Metro Flow Using Attention-Based Deep Spatial-Temporal Networks with Multi-Task Learning 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 16, 页码: 23
作者:  Jia, Hongwei;  Luo, Haiyong;  Wang, Hao;  Zhao, Fang;  Ke, Qixue;  Wu, Mingyao;  Zhao, Yunyun
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
forecasting passenger flow  spatiotemporal networks  multi-task learning  attention mechanism  spatiotemporal dependency  
Adaptive Kalman filtering-based pedestrian navigation algorithm for smartphones 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 卷号: 17, 期号: 3, 页码: 14
作者:  Yu, Chen;  Luo, Haiyong;  Fang, Zhao;  Qu, Wang;  Shao, Wenhua
收藏  |  浏览/下载：46/0  |  提交时间：2020/12/10
Pedestrian navigation  error model system  inertial sensors integration  magnetic field  heading estimation  
The Effect of Axis-Wise Triaxial Acceleration Data Fusion in CNN-Based Human Activity Recognition 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2020, 卷号: E103D, 期号: 4, 页码: 12
作者:  Han, Xinxin;  Ye, Jian;  Luo, Jia;  Zhou, Haiying
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10
triaxial accelerometer  human activity recognition  data fusion  convolutional neural network  
A Fast Indoor/Outdoor Transition Detection Algorithm Based on Machine Learning 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 23
作者:  Zhu, Yida;  Luo, Haiyong;  Wang, Qu;  Zhao, Fang;  Ning, Bokun;  Ke, Qixue;  Zhang, Chen
收藏  |  浏览/下载：83/0  |  提交时间：2019/08/16
machine learning  quickly switching  GNSS measurements  indoor  outdoor detection  seamless indoor and outdoor navigation and positioning  smartphone  
Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 23
作者:  Wang, Qu;  Ye, Langlang;  Luo, Haiyong;  Men, Aidong;  Zhao, Fang;  Huang, Yan
收藏  |  浏览/下载：76/0  |  提交时间：2019/08/16
indoor positioning  deep learning  pedestrian dead reckoning  walking distance  stride-length estimation  
A Human Activity Recognition Algorithm Based on Stacking Denoising Autoencoder and LightGBM 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 20
作者:  Gao, Xile;  Luo, Haiyong;  Wang, Qu;  Zhao, Fang;  Ye, Langlang;  Zhang, Yuexia
收藏  |  浏览/下载：73/0  |  提交时间：2019/08/16
human activity recognition  indoor positioning  deep learning  Stacking Denoising Autoencoder  LightGBM  
A traffic pattern detection algorithm based on multimodal sensing 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2018, 卷号: 14, 期号: 10, 页码: 16
作者:  Qin, Yanjun;  Luo, Haiyong;  Zhao, Fang;  Zhao, Zhongliang;  Jiang, Mengling
收藏  |  浏览/下载：252/0  |  提交时间：2019/04/03
Deep learning  low power consumption  transportation mode detection  multimodal sensing  performance comparison