Adaptive Consensus of the Stochastic Leader-Following Multi-Agent System with Time Delay
نویسندگان
چکیده
For the multi-agent system with time delay and noise, adaptive consensus of tracking control problems is discussed by Lyapunov function. The main purpose this study to design an protocol for system, such that even if there exists among agents, can still ensure stochastic system. contribution revise protocols were previously only applicable without delay. Because inevitably disrupted noise during interactive process, achieving coordination difficult. To enable followers track leader, a novel law depending on Riccati equation firstly proposed, different from previous mandatory completely known ability be altered online based state major feature law. When are between leader special function constructed prove consensus. And upper bound obtained using Itô integral theory. Finally, approaches zero, it shown ensures each follower tracks under simpler conditions.
منابع مشابه
Adaptive Consensus Control for a Class of Non-affine MIMO Strict-Feedback Multi-Agent Systems with Time Delay
In this paper, the design of a distributed adaptive controller for a class of unknown non-affine MIMO strict-feedback multi agent systems with time delay has been performed under a directed graph. The controller design is based on dynamic surface control method. In the design process, radial basis function neural networks (RBFNNs) were employed to approximate the unknown nonlinear functions. S...
متن کاملLeader-following Consensus of Multi-agent in Switching Networks with Time-delay
This paper is devoted to the study of multi-agent consensus with a time-varying reference state in directed networks with both switching topology and constant time delay. Stability analysis is performed based on a proposed Lyapunov–Krasovskii function. Sufficient conditions based on linear matrix inequalities (LMIs) are given to guarantee multi-agent consensus on a time-vary reference state und...
متن کاملOptimal adaptive leader-follower consensus of linear multi-agent systems: Known and unknown dynamics
In this paper, the optimal adaptive leader-follower consensus of linear continuous time multi-agent systems is considered. The error dynamics of each player depends on its neighbors’ information. Detailed analysis of online optimal leader-follower consensus under known and unknown dynamics is presented. The introduced reinforcement learning-based algorithms learn online the approximate solution...
متن کاملStochastic Consensus of Multi-agents following Leader with Impulsive Protocol
In this paper, the consensus problem of noise perturbed multi-agents following leader with stochastic switching topology is investigated. The stochastic switching topology is dependent on a continuous time Markovian process. Based on Lyapunov stability theory and generalized Itô formula, the sufficient condition is given to guarantee the mean square consensus of all the agents following the vir...
متن کاملDiscrete Time Consensus of Leader Following BLDC Motor with Delay
In this paper, we address the leader following consensus of BLDC motor by considering the effect of delay in the network. Since BLDC motors are used in a variety of application such as Automobiles, Servo drives, UAV’s, Aeronautics and other areas requiring higher efficiency and ease of control, therefore we think it is necessary to study the behavior of motor from the Multi-Agent point of view....
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematics
سال: 2023
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math11163517