中国科学院计算技术研究所机构知识库

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	Res-EMSA: Adaptive Adjustment of Innovation Based on Efficient Multihead Self-Attention in GNSS/INS Tightly Integrated Navigation System 期刊论文 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5 作者:  Xu, Hongfu;  Luo, Haiyong;  Wu, Zijian;  Zhao, Fang 收藏  |  浏览/下载：17/0  |  提交时间：2024/05/20 Technological innovation  Global navigation satellite system  Navigation  Feature extraction  Adaptation models  Measurement uncertainty  Kalman filters  Deep learning  extended Kalman filter (EKF)  innovation matrix  integrated navigation
	Towards Predicting the Measurement Noise Covariance with a Transformer and Residual Denoising Autoencoder for GNSS/INS Tightly-Coupled Integrated Navigation 期刊论文 REMOTE SENSING, 2022, 卷号: 14, 期号: 7, 页码: 22 作者:  Xu, Hongfu;  Luo, Haiyong;  Wu, Zijian;  Wu, Fan;  Bao, Linfeng;  Zhao, Fang 收藏  |  浏览/下载：38/0  |  提交时间：2022/12/07 tightly coupled integrated navigation  measurement noise estimation  transformer  adaptive Kalman filtering
	Predicting the Noise Covariance With a Multitask Learning Model for Kalman Filter-Based GNSS/INS Integrated Navigation 期刊论文 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 13 作者:  Wu, Fan;  Luo, Haiyong;  Jia, Hongwei;  Zhao, Fang;  Xiao, Yimin;  Gao, Xile 收藏  |  浏览/下载：51/0  |  提交时间：2021/12/01 Adaptive integrated navigation  deep learning  denoising autoencoder (DAE)  Kalman filter (KF)  measurement noise  process noise
	Heterogeneous Multi-Task Learning for Multiple Pseudo-Measurement Estimation to Bridge GPS Outages 期刊论文 IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 16 作者:  Lu, Shuangqiu;  Gong, Yilin;  Luo, Haiyong;  Zhao, Fang;  Li, Zhaohui;  Jiang, Jinguang 收藏  |  浏览/下载：45/0  |  提交时间：2021/12/01 Artificial intelligence (AI) and neural networks (NNs)  global position system (GPS) outages  inertial navigation system (INS)/GPS integrated navigation  multi-task learning (MTL)  multiple pseudo-measurement estimation
	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：69/0  |  提交时间：2020/12/10 integrated navigation  Kalman filter  process noise covariance estimation  reinforcement learning  deep deterministic policy gradient
	A LSTM Algorithm Estimating Pseudo Measurements for Aiding INS during GNSS Signal Outages 期刊论文 REMOTE SENSING, 2020, 卷号: 12, 期号: 2, 页码: 24 作者:  Fang, Wei;  Jiang, Jinguang;  Lu, Shuangqiu;  Gong, Yilin;  Tao, Yifeng;  Tang, Yanan;  Yan, Peihui;  Luo, Haiyong;  Liu, Jingnan 收藏  |  浏览/下载：59/0  |  提交时间：2020/12/10 LSTM  INS  GNSS integrated navigation system  GNSS outage  pseudo measurement estimating