supported by National Natural Science Foundation of China(Grant Nos.62003142,62373060);Guangdong Basic and Applied Basic Research Foundation(Grant Nos.2023A1515011025,2020A1515110965);Guangdong Provincial Key Laboratory of IRADS(Grant No.2022B1212010006)。
The distributed optimization problem has drawn significant attention recently since it has a variety of applications in the economic dispatch of smart grids,regression of distributed data,optimal coordination of mobil...
supported by National Natural Science Foundation of China(Grant Nos.62303492,61977019,62222306);Shenzhen Basic Research Program(Grant Nos.JCYJ20220818102415033,JSGG20201103093802006,KJZD2023092311-4222045);Natural Science Foundation of Hunan Province(Grant No.2023JJ40765);Natural Science Foundation of Changsha(Grant No.kq2208287);Science and Technology Innovation Program of Hunan Province(Grant No.2022WZ1001);China Postdoctoral Innovation Talents Support Program(Grant No.BX20230430)。
In this paper,the cooperative output regulation(COR)problem of a class of unknown heterogeneous multi-agent systems(MASs)with directed graphs is studied via a model-free reinforcement learning(RL)based fully distribut...
supported in part by National Natural Science Foundation of China(Grant Nos.62373319,61933009,62073276);Natural Science Foundation of Hebei Province(Grant Nos.F2022203036,F2021203109,F2021203054,F2022203025);Provincial Key Laboratory Performance Subsidy Project(Grant No.22567612H)。
The robust finite-time synchronization control problem is investigated for master-slave networked nonlinear telerobotics systems(NNTSs)in this article.Although there have been some research achievements on finite-time...
supported by National Natural Science Foundation of China(Grant No.62122043)。
Mean field(MF)models have been widely applied to economics,control theory,and other fields.Its prominent feature is that the individual influence on the overall population is negligible and the impact of the entire sy...
partially supported by Research Grants Council of the Hong Kong Special Administrative Region of China (Grant No.City U/11217619);National Natural Science Foundation of China (Grant No.62273182);Fundamental Research Funds for the Central Universities (Grant No.30921011213);Sichuan Science and Technology Program (Grant No.2022NSFSC0444)。
This paper investigates the coverage control problem on a circle with unknown terrain roughness and nonuniform time-varying communication delays.Adaptive coverage control laws are proposed for mobile sensors to collab...
supported by National Natural Science Foundation of China(Grant Nos.61403280,61773286);the support from 131 Innovative Talents Program of Tianjin。
At present,an increasing number of researchers have noticed the importance of optimal consensus control(OCC)of multiagent systems(MASs)because of their rich practical applications in various areas[1–4].
supported by National Natural Science Foundation of China(Grant Nos.62103047,U1966202);Beijing Institute of Technology Research Fund Program for Young Scholars;Young Elite Scientists Sponsorship Program by BAST(Grant No.BYESS2023365)。
This paper focuses on the optimal output synchronization control problem of heterogeneous multiagent systems(HMASs)subject to nonidentical communication delays by a reinforcement learning method.Compared with existing...
This article presents a novel tracking control strategy for unknown linear systems perturbed by odd-harmonic periodic disturbances that combine adaptive and repetitive control methods.The proposed control strategy res...
supported by National Natural Science Foundations of China(Grant Nos.62003202,61973202,61903085);Fundamental Research Funds for the Central Universities(Grant No.GK202003008);National Key R&D Program of China(Grant No.2018YFA0703800);Guangdong Basic and Applied Basic Research Foundation(Grant No.2019A1515111070);China Postdoctoral Science Foundation(Grant No.2020M672965);State Key Laboratory of Synthetical Automation for Process Industries and the National Center for Mathematics and Interdisciplinary Sciences,Chinese Academy of Sciences.
The paper considers the control problem for uncertain nonlinear systems with unknown control input gain.Based on the information of control direction rather than the nominal value of control input gain,a new active di...
supported in part by National Natural Science Foundation of China (Grants Nos. 61873149,61703245, 61733009);Research Fund for the Taishan Scholar Project of Shandong Province of China。
This paper investigates the unknown-input-observer-based fault estimation problem for a class of discrete-time-delay Markovian jump systems under the dynamic event-triggered transmission scheme. The dynamic event-trig...