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基于PCA和ICA模式融合的非高斯特征检测识别 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 169-180
作者:  葛泉波;  程惠茹;  张明川;  郑瑞娟;  朱军龙;  吴庆涛
Adobe PDF(7098Kb)  |  收藏  |  浏览/下载：30/16  |  提交时间：2024/04/12
主成分分析  混合核函数  灰狼优化算法  高维降维  非高斯  
Invariant Extended Kalman Filtering for Tightly Coupled LiDAR-Inertial Odometry and Mapping 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 页码: 12
作者:  Shi, Pengcheng;  Zhu, Zhikai;  Sun, Shiying;  Zhao, Xiaoguang;  Tan, Min
收藏  |  浏览/下载：203/0  |  提交时间：2023/03/20
Laser radar  Feature extraction  Simultaneous localization and mapping  Robustness  Point cloud compression  Optimization  Kalman filters  Invariant extended kalman filter (EKF)  light detection and ranging (LiDAR)-inertial odometry  multisensor fusion localization  state estimation  
A Novel Adaptive Kalman Filter Based on Credibility Measure 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 103-120
作者:  Quanbo Ge;  Xiaoming Hu;  Yunyu Li;  Hongli He;  Zihao Song
Adobe PDF(2653Kb)  |  收藏  |  浏览/下载：135/37  |  提交时间：2023/01/03
Credibility  expectation maximization-particle swarm optimization method (EM-PSO)  filter calculated mean square errors (MSE)  inaccurate models  Kalman filter  Sage-Husa  true MSE (TMSE)  
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：86/28  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)  
Resilient Time-Varying Formation-Tracking of Multi-UAV Systems Against Composite Attacks: A Two-Layered Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 969-984
作者:  Xin Gong;  Michael V. Basin;  Zhiguang Feng;  Tingwen Huang;  Yukang Cui
Adobe PDF(9350Kb)  |  收藏  |  浏览/下载：121/25  |  提交时间：2023/03/22
Composite attacks  multi-UAV systems  resilient control  time-varying formation-tracking  
基于自然梯度的噪声自适应变分贝叶斯滤波算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 10, 页码: 2094-2108
作者:  胡玉梅;  潘泉;  胡振涛;  郭振
Adobe PDF(2004Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：2024/04/24
非线性滤波  自适应滤波  变分贝叶斯推断  自然梯度  Fisher信息矩阵  
Structural Regularity Aided Visual-Inertial Odometry With Novel Coordinate Alignment and Line Triangulation 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 4, 页码: 10613-10620
作者:  Wei H(卫浩);  Tang FL(唐付林);  Xu ZW(徐泽文);  Wu YH(吴毅红)
Adobe PDF(2046Kb)  |  收藏  |  浏览/下载：395/54  |  提交时间：2023/04/25
The Consistent Extended Kalman Filter Design for Maneuvering Target Tracking and Its Application on Hand Position Tracking 期刊论文
Guidance, Navigation and Control, 2022, 页码: 已接受未发表
作者:  Lin, Tian;  Yang, Xu;  Wenchao, Xue;  Long, Cheng
Adobe PDF(12758Kb)  |  收藏  |  浏览/下载：168/39  |  提交时间：2022/06/14
Multi-Source Adaptive Selection and Fusion for Pedestrian Dead Reckoning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2174-2185
作者:  Yuanxun Zheng;  Qinghua Li;  Changhong Wang;  Xiaoguang Wang;  Lifeng Hu
Adobe PDF(7050Kb)  |  收藏  |  浏览/下载：144/52  |  提交时间：2022/12/02
Adaptive reliability evaluation  adaptive weight evaluation  Kalman filter (KF)  multi-source fusion  optimal set selection  
Cubature Kalman Filter Under Minimum Error Entropy With Fiducial Points for INS/GPS Integration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 450-465
作者:  Lujuan Dang;  Badong Chen;  Yulong Huang;  Yonggang Zhang;  Haiquan Zhao
Adobe PDF(11652Kb)  |  收藏  |  浏览/下载：144/30  |  提交时间：2022/03/09
Cubature Kalman filter (CKF)  inertial navigation system (INS)/global positioning system (GPS) integration  minimum error entropy with fiducial points (MEEF)  non-Gaussian noise