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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
浏览  |  Adobe PDF(9613Kb)  |  收藏  |  浏览/下载：135/48  |  提交时间：2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
Secure Synchronization Control for a Class ofCyber-Physical Systems WithUnknown Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1215-1224
作者:  Ning Wang;  Xiaojian Li
浏览  |  Adobe PDF(1747Kb)  |  收藏  |  浏览/下载：125/42  |  提交时间：2021/03/11
Algebraic Riccati equation (ARE)  complex dynamical networks (CDNs)  denial-of-service (DoS)  secure control  
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：183/56  |  提交时间：2021/03/11
Collision avoidance  intelligent vehicles  inter-vehicle communication  simulation  testing  trajectory planning  
Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189
作者:  Lan Jiang;  Hongyun Huang;  Zuohua Ding
浏览  |  Adobe PDF(1955Kb)  |  收藏  |  浏览/下载：107/44  |  提交时间：2021/03/11
Deep Q-learning (DQL)  experience replay (ER)  heuristic knowledge (HK)  path planning  
H∞-Based Selective Inversion of Nonminimum-phase Systems for Feedback Controls 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 702-710
作者:  Dan Wang;  Xu Chen
浏览  |  Adobe PDF(2213Kb)  |  收藏  |  浏览/下载：231/36  |  提交时间：2021/03/11
H∞ formulation  model inversion  nonminimum-phase zeros  unstable systems  
A Variable-Parameter-Model-Based Feedforward Compensation Method for Tracking Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 693-701
作者:  Dailin Zhang;  Zining Wang;  Masayoshi Tomizuka
浏览  |  Adobe PDF(1957Kb)  |  收藏  |  浏览/下载：167/44  |  提交时间：2021/03/11
Disturbance observer  feedforward compensation  iterative learning control  parameter identification  system model  
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:  Xiong Yang;  Bo Zhao
浏览  |  Adobe PDF(1346Kb)  |  收藏  |  浏览/下载：140/46  |  提交时间：2021/03/11
Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
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
Adobe PDF(4203Kb)  |  收藏  |  浏览/下载：155/31  |  提交时间：2021/03/11
Adaptive moment estimation (ADAM)  Beetle antennae search (BAM)  gradient estimation  metaheuristic optimization  nature-inspired algorithms  neural network  
Which is the Best PID Variant for Pneumatic Soft Robots? An Experimental Study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 451-460
作者:  Ameer Hamza Khan;  Zili Shao;  Shuai Li;  Qixin Wang;  Nan Guan
Adobe PDF(51640Kb)  |  收藏  |  浏览/下载：88/15  |  提交时间：2021/03/11
Automatic tuning algorithm  model-free control  PID  soft robotics  
Review of Antiswing Control of Shipboard Cranes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 346-354
作者:  Yuchi Cao;  Tieshan Li
Adobe PDF(626Kb)  |  收藏  |  浏览/下载：147/49  |  提交时间：2021/03/11
Control review  shipboard crane  underactuated system