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FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804
作者:  Lan, Yazhu;  Nixon, Kent W.;  Guo, Qingli;  Zhang, Guohe;  Xu, Yuanchao;  Li, Hai;  Chen, Yiran
收藏  |  浏览/下载：46/0  |  提交时间：2021/12/01
Perturbation methods  Computational modeling  Data integrity  Detectors  Optimization  Field programmable gate arrays  Hardware  Adversarial attacks  confidence detection  deep neural networks (DNNs)  FPGA-based hardware architecture  sensor pattern noise (SPN)  
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：147/0  |  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  
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：35/0  |  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  
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：55/0  |  提交时间：2020/12/10
forecasting passenger flow  spatiotemporal networks  multi-task learning  attention mechanism  spatiotemporal dependency  
Action Plan Project of the Beijing University of Posts and Telecommunications 项目
资助机构: Action Plan Project of the Beijing University of Posts and Telecommunications, 2020-
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收藏  |  浏览/下载：32/0  |  提交时间：2020/12/10
RL-AKF: An Adaptive Kalman Filter Navigation Algorithm Based on Reinforcement Learning for Ground Vehicles 期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 11, 页码: 25
作者:  Gao, Xile;  Luo, Haiyong;  Ning, Bokun;  Zhao, Fang;  Bao, Linfeng;  Gong, Yilin;  Xiao, Yimin;  Jiang, Jinguang
收藏  |  浏览/下载：62/0  |  提交时间：2020/12/10
integrated navigation  Kalman filter  process noise covariance estimation  reinforcement learning  deep deterministic policy gradient  
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：60/0  |  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  
High-Quality Video Generation from Static Structural Annotations 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2020, 页码: 18
作者:  Sheng, Lu;  Pan, Junting;  Guo, Jiaming;  Shao, Jing;  Loy, Chen Change
收藏  |  浏览/下载：53/0  |  提交时间：2020/12/10
Unsupervised learning  Conditioned generative model  Image and video synthesis  Motion prediction and estimatiovn  
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：52/0  |  提交时间：2020/12/10
Pedestrian navigation  error model system  inertial sensors integration  magnetic field  heading estimation  
Action Plan Project of the Beijing University of Posts and Telecommunications - Fundamental Research Funds for the Central Universities[2019XD-A06] 项目
项目编号: 2019XD-A06, 资助机构: Action Plan Project of the Beijing University of Posts and Telecommunications - Fundamental Research Funds for the Central Universities, 2020-
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收藏  |  浏览/下载：33/0  |  提交时间：2020/12/10