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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  
Accurate Indoor Positioning Using Temporal-Spatial Constraints Based on Wi-Fi Fine Time Measurements 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2020, 卷号: 7, 期号: 11, 页码: 11006-11019
作者:  Shao, Wenhua;  Luo, Haiyong;  Zhao, Fang;  Tian, Hui;  Yan, Shuo;  Crivello, Antonino
收藏  |  浏览/下载：31/0  |  提交时间：2021/12/01
Distance measurement  Wireless fidelity  Estimation  Fingerprint recognition  Position measurement  Antenna arrays  MIMO communication  Fine time measurements (FTMs)  IEEE 80211mc-2016  indoor positioning  Internet of Things  Wi-Fi positioning  
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：77/0  |  提交时间：2019/08/16
indoor positioning  machine learning  pedestrian dead reckoning  stride length estimation  smartphone mode recognition  
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  
SP-Loc: A crowdsourcing fingerprint based shop-level indoor localization algorithm integrating shop popularity without the indoor map 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2018, 卷号: 14, 期号: 11, 页码: 18
作者:  Wei, Jie;  Zhao, Fang;  Luo, Haiyong
收藏  |  浏览/下载：75/0  |  提交时间：2019/04/03
Indoor localization  shop-level localization  crowdsourcing fingerprints  shop popularity property  supervised learning  
An Infrastructure-Free Indoor Localization Algorithm for Smartphones 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 10, 页码: 24
作者:  Wang, Qu;  Luo, Haiyong;  Men, Aidong;  Zhao, Fang;  Huang, Yan
收藏  |  浏览/下载：81/0  |  提交时间：2019/08/16
indoor positioning  visible light  magnetic field  fingerprints matching  smartphone  
Toward improving indoor magnetic field-based positioning system using pedestrian motion models 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2018, 卷号: 14, 期号: 9, 页码: 20
作者:  Shao, Wenhua;  Luo, Haiyong;  Zhao, Fang;  Crivello, Antonino
收藏  |  浏览/下载：83/0  |  提交时间：2019/08/16
Indoor location-based services  pedestrian motion model  magnetic field positioning  attitude detection  indoor positioning  
Indoor Positioning Based on Fingerprint-Image and Deep Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 74699-74712
作者:  Shao, Wenhua;  Luo, Haiyong;  Zhao, Fang;  Ma, Yan;  Zhao, Zhongliang;  Crivello, Antonino
收藏  |  浏览/下载：75/0  |  提交时间：2019/04/03
Indoor positioning  indoor localization  neural networks  fingerprint  feature extraction