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A Weighted Average Consensus Approach for Decentralized Federated Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 319-330
作者:  Alessandro Giuseppi;  Sabato Manfredi;  Antonio Pietrabissa
Adobe PDF(1462Kb)  |  收藏  |  浏览/下载：3/1  |  提交时间：2024/04/23
Federated learning (FedL)  deep learning  federated averaging (FedAvg)  machine learning (ML)  artificial intelligence  discrete-time consensus  distributed systems  
Event-Triggered Sliding-Mode Control for a Discrete-Time Muscle-Driven Musculoskeletal System 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 15
作者:  Fan, Yerui;  Wu, Yaxiong;  Yuan, Jianbo;  Gao, Jie;  Qiao, Hong
收藏  |  浏览/下载：18/0  |  提交时间：2024/03/27
Musculoskeletal system  bio-inspired muscle model  discrete-time system  event-triggered control  sliding mode controller  
Noise-Tolerant ZNN-Based Data-Driven Iterative Learning Control for Discrete Nonaffine Nonlinear MIMO Repetitive Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 344-361
作者:  Yunfeng Hu;  Chong Zhang;  Bo Wang;  Jing Zhao;  Xun Gong;  Jinwu Gao;  Hong Chen
Adobe PDF(15857Kb)  |  收藏  |  浏览/下载：51/14  |  提交时间：2024/01/23
Adaptive control  control system synthesis  data-driven iterative learning control  neurocontroller  nonlinear discrete time systems  
Deterministic and Stochastic Fixed-Time Stability of Discrete-time Autonomous Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 945-956
作者:  Farzaneh Tatari;  Hamidreza Modares
Adobe PDF(1441Kb)  |  收藏  |  浏览/下载：112/34  |  提交时间：2023/03/22
Discrete-time (DT) systems  fixed-time stability  nonlinear systems  stochastic systems  
Adaptive Generalized Eigenvector Estimating Algorithm for Hermitian Matrix Pencil 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1967-1979
作者:  Yingbin Gao
Adobe PDF(1699Kb)  |  收藏  |  浏览/下载：138/36  |  提交时间：2022/10/09
Deterministic discrete-time (DDT)  generalized eigenvector  learning rate  online estimation  
Distributed Cooperative Learning for Discrete-Time Strict-Feedback Multi Agent Systems Over Directed Graphs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1831-1844
作者:  Min Wang;  Haotian Shi;  Cong Wang
Adobe PDF(2701Kb)  |  收藏  |  浏览/下载：198/62  |  提交时间：2022/09/08
Cooperative learning control  directed graphs  discrete-time nonlinear system  neural networks (NNs)  strict-feedback systems  
Designing Discrete Predictor-Based Controllers for Networked Control Systems with Time-varying Delays: Application to A Visual Servo Inverted Pendulum System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1763-1777
作者:  Yang Deng;  Vincent Léchappé;  Changda Zhang;  Emmanuel Moulay;  Dajun Du;  Franck Plestan;  Qing-Long Han
Adobe PDF(13190Kb)  |  收藏  |  浏览/下载：116/21  |  提交时间：2022/09/08
Discrete predictor-based control  inverted pendulum system  networked control system  time-varying delay  vision-based control  
Quantized-output feedback model reference control of discrete-time linear systems 期刊论文
AUTOMATICA, 2022, 卷号: 137, 页码: 8
作者:  Zhang, Yanjun;  Zhang, Ji-Feng;  Liu, Xiao-Kang;  Liu, Zhen
收藏  |  浏览/下载：164/0  |  提交时间：2022/07/25
Model reference control  Discrete-time  Output tracking  Quantized-output feedback  
Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1262-1272
作者:  Mingming Ha;  Ding Wang;  Derong Liu
Adobe PDF(1832Kb)  |  收藏  |  浏览/下载：197/66  |  提交时间：2022/06/27
Adaptive critic design  adaptive dynamic programming (ADP)  approximate dynamic programming  discrete-time nonlinear systems  reinforcement learning  stability analysis  tracking control  value iteration (VI)  
Neural Dynamics for Computing Perturbed Nonlinear Equations Applied to ACP-Based Lower Limb Motion Intention Recognition 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 9
作者:  Jin, Long;  Li, Jiachang;  Sun, Zhongbo;  Lu, Jingwei;  Wang, Fei-Yue
收藏  |  浏览/下载：234/0  |  提交时间：2022/01/27
Mathematical models  Computational modeling  Numerical models  Nonlinear equations  Convergence  Analytical models  Time-varying systems  Artificial systems  computational experiments  and parallel execution (ACP)  discrete-time neural dynamics (DTND) model  human lower limb physical experiment  nonlinear equations