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Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1478-1488
作者:  Yu Cao;  Jian Huang
Adobe PDF(9613Kb)  |  收藏  |  浏览/下载：164/57  |  提交时间：2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
Simulation and Field Testing of Multiple Vehicles Collision Avoidance Algorithms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1045-1063
作者:  Chaoyue Zu;  Chao Yang;  Jian Wang;  Wenbin Gao;  Dongpu Cao;  Fei-Yue Wang
浏览  |  Adobe PDF(40115Kb)  |  收藏  |  浏览/下载：207/59  |  提交时间：2021/03/11
Collision avoidance  intelligent vehicles  inter-vehicle communication  simulation  testing  trajectory planning  
LESO-based Position Synchronization Control for Networked Multi-Axis Servo Systems With Time-Varying Delay 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1116-1123
作者:  Qi Wu;  Li Yu;  Yao-Wei Wang;  Wen-An Zhang
Adobe PDF(3916Kb)  |  收藏  |  浏览/下载：157/52  |  提交时间：2021/03/11
Active-disturbance rejection controller  extended state observer  networked motion control system (NMCS)  time-varying delays  
Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002
作者:  Liang Yang;  Bing Li;  Wei Li;  Howard Brand;  Biao Jiang;  Jizhong Xiao
浏览  |  Adobe PDF(59427Kb)  |  收藏  |  浏览/下载：154/33  |  提交时间：2021/03/11
3D reconstruction  concrete inspection  deep neural network  quadrotor flying robot  visual-inertial fusion  
A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者:  Xiaodong Zhao;  Yaran Chen;  Jin Guo;  Dongbin Zhao
浏览  |  Adobe PDF(42191Kb)  |  收藏  |  浏览/下载：138/31  |  提交时间：2021/03/11
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
Swing Suppression and Accurate Positioning Control for Underactuated Offshore Crane Systems Suffering From Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 892-900
作者:  Tong Yang;  Ning Sun;  He Chen;  Yongchun Fang
浏览  |  Adobe PDF(5488Kb)  |  收藏  |  浏览/下载：141/39  |  提交时间：2021/03/11
Boom/rope positioning  offshore cranes  swing elimination  underactuated systems  
Classifying Environmental Features From Local Observations of Emergent Swarm Behavior 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 674-682
作者:  Megan Emmons;  Anthony A. Maciejewski;  Charles Anderson;  Edwin K. P. Chong
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Biologically inspired robotics  environment exploration  multi-agent systems  swarm robotics  
BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者:  Ameer Hamza Khan;  Xinwei Cao;  Shuai Li;  Vasilios N. Katsikis;  Liefa Liao
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Adaptive moment estimation (ADAM)  Beetle antennae search (BAM)  gradient estimation  metaheuristic optimization  nature-inspired algorithms  neural network  
Artificial Intelligence Applications in the Development of Autonomous Vehicles: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 315-329
作者:  Yifang Ma;  Zhenyu Wang;  Hong Yang;  Lin Yang
浏览  |  Adobe PDF(2175Kb)  |  收藏  |  浏览/下载：164/46  |  提交时间：2021/03/11
Artificial intelligence (AI)  autonomous vehicles (AVs)  deep learning (DL)  motion planning  perception  self-driving