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Pedestrian Navigation Activity Recognition Based on Segmentation Transformer 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 15, 页码: 26020-26032
作者:  Wang, Qu;  Tao, Zhi;  Ning, Jiahui;  Jiang, Zhuqing;  Guo, Liangliang;  Luo, Haiyong;  Wang, Haiying;  Men, Aidong;  Cheng, Xiaofei;  Zhang, Zhang
收藏  |  浏览/下载：16/0  |  提交时间：2024/12/06
Feature extraction  Pedestrians  Transformers  Hidden Markov models  Human activity recognition  Data mining  Artificial intelligence for IoT  dense sequence labeling  human activity recognition (HAR)  Internet of Things (IoT)  multiclass window problem  pedestrian navigation  pedestrian navigation  
Multiscale Transformer and Attention Mechanism for Magnetic Spatiotemporal Sequence Localization 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 11, 页码: 19454-19469
作者:  Wang, Qu;  Wang, Liying;  Fu, Meixia;  Wang, Jianquan;  Sun, Lei;  Huang, Rong;  Li, Xianda;  Jiang, Zhuqing;  Luo, Haiyong
收藏  |  浏览/下载：13/0  |  提交时间：2024/12/06
Indoor positioning  Internet of Things (IoT)  magnetic positioning  magnetometer calibration  
Recent Advances in Pedestrian Inertial Navigation Based on Smartphone: A Review 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 23, 页码: 22319-22343
作者:  Wang, Qu;  Fu, Meixia;  Wang, Jianquan;  Luo, Haiyong;  Sun, Lei;  Ma, Zhangchao;  Li, Wei;  Zhang, Chaoyi;  Huang, Rong;  Li, Xianda;  Jiang, Zhuqing;  Liang, Qilian
收藏  |  浏览/下载：41/0  |  提交时间：2023/07/12
Indoor positioning  inertial navigation  pedestrian dead reckoning (PDR)  performance evaluation  
Recent Advances in Pedestrian Navigation Activity Recognition: A Review 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 8, 页码: 7499-7518
作者:  Wang, Qu;  Luo, Haiyong;  Wang, Jianquan;  Sun, Lei;  Ma, Zhangchao;  Zhang, Chaoyi;  Fu, Meixia;  Zhao, Fang
收藏  |  浏览/下载：49/0  |  提交时间：2022/12/07
Activity recognition  Sensors  Navigation  Legged locomotion  Performance evaluation  Hidden Markov models  Feature extraction  Pedestrian positioning  human activity recognition  pedestrian navigation activity  public dataset  
Off-Line Evaluation of Indoor Positioning Systems in Different Scenarios: The Experiences From IPIN 2020 Competition 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 6, 页码: 5011-5054
作者:  Potorti, Francesco;  Torres-Sospedra, Joaquin;  Quezada-Gaibor, Darwin;  Jimenez, Antonio Ramon;  Seco, Fernando;  Perez-Navarro, Antoni;  Ortiz, Miguel;  Zhu, Ni;  Renaudin, Valerie;  Ichikari, Ryosuke;  Shimomura, Ryo;  Ohta, Nozomu;  Nagae, Satsuki;  Kurata, Takeshi;  Wei, Dongyan;  Ji, Xinchun;  Zhang, Wenchao;  Kram, Sebastian;  Stahlke, Maximilian;  Mutschler, Christopher;  Crivello, Antonino;  Barsocchi, Paolo;  Girolami, Michele;  Palumbo, Filippo;  Chen, Ruizhi;  Wu, Yuan;  Li, Wei;  Yu, Yue;  Xu, Shihao;  Huang, Lixiong;  Liu, Tao;  Kuang, Jian;  Niu, Xiaoji;  Yoshida, Takuto;  Nagata, Yoshiteru;  Fukushima, Yuto;  Fukatani, Nobuya;  Hayashida, Nozomi;  Asai, Yusuke;  Urano, Kenta;  Ge, Wenfei;  Lee, Nien-Ting;  Fang, Shih-Hau;  Jie, You-Cheng;  Young, Shawn-Rong;  Chien, Ying-Ren;  Yu, Chih-Chieh;  Ma, Chengqi;  Wu, Bang;  Zhang, Wei;  Wang, Yankun;  Fan, Yonglei;  Poslad, Stefan;  Selviah, David R.;  Wang, Weixi;  Yuan, Hong;  Yonamoto, Yoshitomo;  Yamaguchi, Masahiro;  Kaichi, Tomoya;  Zhou, Baoding;  Liu, Xu;  Gu, Zhining;  Yang, Chengjing;  Wu, Zhiqian;  Xie, Doudou;  Huang, Can;  Zheng, Lingxiang;  Peng, Ao;  Jin, Ge;  Wang, Qu;  Luo, Haiyong;  Xiong, Hao;  Bao, Linfeng;  Zhang, Pushuo;  Zhao, Fang;  Yu, Chia-An;  Hung, Chun-Hao;  Antsfeld, Leonid;  Chidlovskii, Boris;  Jiang, Haitao;  Xia, Ming;  Yan, Dayu;  Li, Yuhang;  Dong, Yitong;  Silva, Ivo;  Pendao, Cristiano;  Meneses, Filipe;  Nicolau, Maria Joao;  Costa, Antonio;  Moreira, Adriano;  De Cock, Cedric;  Plets, David;  Opiela, Miroslav;  Dzama, Jakub;  Zhang, Liqiang;  Li, Hu;  Chen, Boxuan;  Liu, Yu;  Yean, Seanglidet;  Lim, Bo Zhi;  Teo, Wei Jie;  Lee, Bu Sung;  Oh, Hong Lye
收藏  |  浏览/下载：53/0  |  提交时间：2022/12/07
Sensor phenomena and characterization  Indoor navigation  Testing  Standards  Satellite broadcasting  Recurrent neural networks  Received signal strength indicator  Indoor positioning and navigation  evaluation  smartphone-based positioning  foot-mounted IMU  positioning in industrial scenarios and factories  vehicle-positioning  
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：50/0  |  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：61/0  |  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  
A Spatial-Temporal Positioning Algorithm Using Residual Network and LSTM 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 11, 页码: 9251-9261
作者:  Wang, Rongrong;  Luo, Haiyong;  Wang, Qu;  Li, Zhaohui;  Zhao, Fang;  Huang, Jingyu
收藏  |  浏览/下载：166/0  |  提交时间：2020/12/10
Wireless fidelity  Feature extraction  Fingerprint recognition  Residual neural networks  Deep learning  Robustness  Degradation  Convolutional neural network (CNN)  indoor positioning  long short-term memory (LSTM)  residual network  spatial-temporal  
Personalized Stride-Length Estimation Based on Active Online Learning 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 6, 页码: 4885-4897
作者:  Wang, Qu;  Luo, Haiyong;  Ye, Langlang;  Men, Aidong;  Zhao, Fang;  Huang, Yan;  Ou, Changhai
收藏  |  浏览/下载：76/0  |  提交时间：2020/12/10
Indoor positioning  Internet of Things (IoT)  online learning  pedestrian dead reckoning (PDR)  stride-length estimation (SLE)  walking-distance estimation  
Pedestrian Walking Distance Estimation Based on Smartphone Mode Recognition 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 9, 页码: 23
作者:  Wang, Qu;  Ye, Langlang;  Luo, Haiyong;  Men, Aidong;  Zhao, Fang;  Ou, Changhai
收藏  |  浏览/下载：101/0  |  提交时间：2019/08/16
indoor positioning  machine learning  pedestrian dead reckoning  stride length estimation  smartphone mode recognition