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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)
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浏览/下载:4/1
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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
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)
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浏览/下载:54/15
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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)
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浏览/下载:112/34
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提交时间:2023/03/22
Discrete-time (DT) systems
fixed-time stability
nonlinear systems
stochastic systems
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)
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浏览/下载:202/63
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提交时间:2022/09/08
Cooperative learning control
directed graphs
discrete-time nonlinear system
neural networks (NNs)
strict-feedback systems
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)
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浏览/下载:197/66
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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
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浏览/下载:237/0
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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
Global Practical Stabilization of Discrete-Time Switched Affine Systems via a General Quadratic Lyapunov Function and a Decentralized Ellipsoid
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1837-1851
作者:
Mohammad Hejri
Adobe PDF(2903Kb)
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浏览/下载:103/28
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提交时间:2021/09/03
Decentralized quadratic Lyapunov function
decentralized ellipsoid
discrete-time switched affine systems
practical stabilization
switching power converters
Reduced-Order Observer-Based Leader-Following Formation Control for Discrete-Time Linear Multi-Agent Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1715-1723
作者:
Zhongxin Liu
;
Yangbo Li
;
Fuyong Wang
;
Zengqiang Chen
Adobe PDF(1626Kb)
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浏览/下载:125/40
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提交时间:2021/09/03
Discrete-time systems
formation control
leader-following
multi-agent system
reduced-order observer
Fault estimation for continuous-time non-linear switched systems with time-varying delay based on intermediate estimator
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 19, 页码: 3020-3028
作者:
Wang, Yuenan
;
Zhu, Yanzheng
;
Ji, Wenchengyu
;
Jiang, Yulian
;
Wang, Shenquan
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浏览/下载:258/0
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提交时间:2021/05/06
time-varying systems
asymptotic stability
linear systems
Lyapunov methods
delays
convex programming
linear matrix inequalities
observers
discrete time systems
continuous-time nonlinear switched systems
time-varying delay
intermediate estimator
fault estimation problem
fading channel
time switching
intermediate variable
observer matching conditions
tighter estimation
linear matrix inequality problem
Distributed H_2/H_oo Filter Design for Discrete-Time Switched Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 158-168
作者:
Nezar M. Alyazidi
;
Magdi S. Mahmoud
Adobe PDF(476Kb)
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浏览/下载:165/77
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提交时间:2021/03/11
Bounded power stochastic disturbance
discrete-time systems
HH2/HH∞ filtering
infinite horizon
multi-sensor
switched systems