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This paper investigates event-triggered consensus tracking in nonlinear semi-strict-feedback multi-agent systems involving one leader and multiple followers. We first employ radial basis function neural networks and backstepping techniques…

系统与控制 · 电气工程与系统科学 2025-05-09 Ziming Wang , Yun Gao , Apostolos I. Rikos , Ning Pang , Yiding Ji

Event-based control, unlike analogue control, poses significant analytical challenges due to its hybrid dynamics. This work investigates the stability and inter-event time properties of a control-affine system under event-based impulsive…

系统与控制 · 电气工程与系统科学 2026-05-22 Luke Eilers , Jonas Stapmanns , Catarina Dias , Jean-Pascal Pfister

In this paper, we propose an adaptive event-triggered reinforcement learning control for continuous-time nonlinear systems, subject to bounded uncertainties, characterized by complex interactions. Specifically, the proposed method is…

机器学习 · 计算机科学 2024-10-01 Umer Siddique , Abhinav Sinha , Yongcan Cao

This paper proposes three different distributed event-triggered control algorithms to achieve leader-follower consensus for a network of Euler-Lagrange agents. We firstly propose two model-independent algorithms for a subclass of…

系统与控制 · 电气工程与系统科学 2024-10-24 Qingchen Liu , Mengbin Ye , Jiahu Qin , Changbin Yu

The objective is to design output feedback event-triggered controllers to stabilize a class of nonlinear systems. One of the main difficulties of the problem is to ensure the existence of a minimum amount of time between two consecutive…

系统与控制 · 计算机科学 2014-08-26 Mahmoud Abdelrahim , Romain Postoyan , Jamal Daafouz , Dragan Nešić

This article considers consensus problem of multiagent systems with double integrator dynamics under nonuniform sampling. It is considered the maximum sampling time can be selected arbitrarily. Moreover, the communication graph can change…

动力系统 · 数学 2022-12-07 Ufuk Sevim , Leyla Goren-Sumer

We study continuous-time consensus dynamics for multi-agent systems with undirected switching interaction graphs. We establish a necessary and sufficient condition for exponential asymptotic consensus based on the classical theory of…

系统与控制 · 计算机科学 2016-08-10 Brian D. O. Anderson , Guodong Shi , Jochen Trumpf

This study delves into the intricate challenges encountered by multi-agent systems (MASs) operating within environments that are subject to deception attacks and Markovian randomly switching topologies, particularly in the context of…

最优化与控制 · 数学 2024-10-25 Jingyao Wang , Zeqin Zeng , Jinghua Guo , Zhisheng Duan

We consider event-driven methods in a general framework for the control and optimization of multi-agent systems, viewing them as stochastic hybrid systems. Such systems often have feasible realizations in which the events needed to excite…

最优化与控制 · 数学 2016-04-05 Yasaman Khazaeni , Christos G. Cassandras

This work deals with the event-triggered finite-time control for high-order systems based on an implicit Lyapunov function (ILF). With the construction of an inverse optimal problem, a novel expression of ILF is obtained. By designing the…

最优化与控制 · 数学 2022-11-10 Peng Wang , Shuzhi Sam Ge , Xiaobing Zhang

In this article, we investigate the distributed privacy preserving weighted consensus control problem for linear continuous-time multi-agent systems under the event-triggering communication mode. A novel event-triggered privacy preserving…

多智能体系统 · 计算机科学 2023-03-21 Limei Liang , Ruiqi Ding , Shuai Liu

This paper presents the design and analysis of the finite/fixed-time scaled consensus for multiagent systems. A study on a generic attracting law, the certain classes of nonlinear systems that admit attractors with finite/fixed-time…

系统与控制 · 电气工程与系统科学 2020-08-25 Mingxuan Sun , Xing Li

Integrated communication and control serves as a critical ingredient in Multi-Agent Reinforcement Learning. However, partial observability limitations will impair collaboration effectiveness, and a potential solution is to establish…

多智能体系统 · 计算机科学 2025-04-11 Ziqiong Wang , Xiaoxue Yu , Rongpeng Li , Zhifeng Zhao

The efficient exchange of information is an essential aspect of intelligent collective behavior. Event-triggered control and estimation achieve some efficiency by replacing continuous data exchange between agents with intermittent, or…

系统与控制 · 计算机科学 2020-04-30 Friedrich Solowjow , Sebastian Trimpe

In this work, we propose an event-triggered con- trol framework for dynamical systems with temporal logical constraints. Event-triggered control methodologies have proven to be very efficient in reducing sensing, communication and…

机器人学 · 计算机科学 2018-02-28 Dipankar Maity , John S. Baras

This paper studies the tracking control problem of networked multi-agent systems under both multiple networks and event-triggered mechanisms. Multiple networks are to connect multiple agents and reference systems with decentralized…

系统与控制 · 电气工程与系统科学 2022-06-03 Wei Ren , Dimos V. Dimarogonas

In this work, a dynamic system is controlled by multiple sensor-actuator agents, each of them commanding and observing parts of the system's input and output. The different agents sporadically exchange data with each other via a common bus…

系统与控制 · 计算机科学 2017-07-14 Michael Muehlebach , Sebastian Trimpe

The paper proposes a novel event-triggered control scheme for nonlinear systems based on the input-delay method. Specifically, the closed-loop system is associated with a pair of auxiliary input and output. The auxiliary output is defined…

系统与控制 · 计算机科学 2020-10-23 Lijun Zhu , Zhiyong Chen , David J. Hill , Shengli Du

In this paper, we consider the consensus problem of hybrid multi-agent system. First, the hybrid multi-agent system is proposed which is composed of continuous-time and discrete-time dynamic agents. Then, three kinds of consensus protocols…

系统与控制 · 计算机科学 2015-12-11 Yuanshi Zheng , Jingying Ma , Long Wang

This paper focuses on the consensus and formation problems of multiagent systems under unknown persistent disturbances. Specifically, we propose a novel method that combines an existing consensus (or formation) algorithm with a new…

最优化与控制 · 数学 2013-10-15 Tansel Yucelen , Magnus Egerstedt