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基于新型神经网络与触发机制的机械臂自适应控制研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  高洁
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自适应神经网络控制  触发控制  机械臂运动控制  反步法  观测器估计  滤波控制  
Reinforcement Learning Behavioral Control for Nonlinear Autonomous System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1561-1573
Authors:  Zhenyi Zhang;  Zhibin Mo;  Yutao Chen;  Jie Huang
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Behavioral control  mission supervisor  nonlinear autonomous system  reinforcement learning  
Full-State-Constrained Non-Certainty-Equivalent Adaptive Control for Satellite Swarm Subject to Input Fault 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 482-495
Authors:  Zhiwei Hao;  Xiaokui Yue;  Haowei Wen;  Chuang Liu
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Dynamic scaling  full-state constraints  input fault tolerance  non-CE adaptive control  satellite swarm  
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 520-532
Authors:  Lina Xia;  Qing Li;  Ruizhuo Song;  Hamidreza Modares
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Asymmetric input-constrained  heterogeneous nonlinear multiagent systems (MASs)  Hamilton-Jacobi-Bellman (HJB) equation  novel observer  reinforcement learning (RL)  
Barrier-Certified Learning-Enabled Safe Control Design for Systems Operating in Uncertain Environments 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 437-449
Authors:  Zahra Marvi;  Bahare Kiumarsi
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Control barrier functions (CBFs)  experience replay  learning  safety-critical systems  uncertainty  
Adaptive Decentralized Asymptotic Tracking Control for Large-Scale Nonlinear Systems With Unknown Strong Interconnections 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 173-186
Authors:  Ben Niu;  Jidong Liu;  Ding Wang;  Xudong Zhao;  Huanqing Wang
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Adaptive decentralized control  asymptotic tracking control  large-scale nonlinear systems  unknown strong interconnections  
A Scalable Adaptive Approach to Multi-Vehicle Formation Control with Obstacle Avoidance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 990-1004
Authors:  Xiaohua Ge;  Qing-Long Han;  Jun Wang;  Xian-Ming Zhang
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Adaptive control  collision avoidance  distributed formation control  multi-vehicle systems  neural networks  obstacle avoidance  repulsive potential  
Fixed-Time Adaptive Fuzzy Control for Uncertain Nonstrict-Feedback Systems with Time-Varying Constraints and Input Saturations 期刊论文
IEEE Transactions on Fuzzy Systems, 2022, 卷号: 30, 期号: 4, 页码: 1114-1128
Authors:  Jinlin Su;  Jianqiang Yi;  Zhiqiang Pu
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Adaptive fuzzy control  fixed-time control  input saturation  nonstrict-feedback systems  time-varying constraints  
An Overview of Finite/Fixed-Time Control and Its Application in Engineering Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2106-2120
Authors:  Yang Liu;  Hongyi Li;  Zongyu Zuo;  Xiaodi Li;  Renquan Lu
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Adding a power integrator  finite/fixed-time control and application  homogeneous theory  sliding mode control  
Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method 期刊论文
Authors:  Zhang, Jiaming;  Niu, Ben;  Wang, Ding;  Wang, Huanqing;  Duan, Peiyong;  Zong, Guangdeng
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Nonlinear systems  Artificial neural networks  Design methodology  Adaptive control  Time-varying systems  Fuzzy logic  Backstepping  Asymptotic tracking control  neural networks (NN)  nonlinear mapping (NM)  nonstrict feedback structure  time-varying full-state constraints  uncertain nonlinear system