Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone
This paper presents an adaptive fast finite-time consensus (FTC) for second-order uncertain nonlinear (UN) multi-agent systems (MASs) with unknown nonsymmetric dead-zone and external disturbances. In the process of control protocols design, based on the estimation of the dead-zone width that is obta...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2020-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8979342/ |
id |
doaj-348234d394df40d5bcb867fcad0b3d4f |
---|---|
record_format |
Article |
spelling |
doaj-348234d394df40d5bcb867fcad0b3d4f2021-03-30T02:23:23ZengIEEEIEEE Access2169-35362020-01-018255572556910.1109/ACCESS.2020.29713378979342Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-ZoneJiabo Ren0https://orcid.org/0000-0001-8544-6308Baofang Wang1https://orcid.org/0000-0002-7385-2162Mingjie Cai2https://orcid.org/0000-0001-8803-8043Jinpeng Yu3https://orcid.org/0000-0002-5432-1702School of Automation, Qingdao University, Qingdao, ChinaSchool of Automation, Qingdao University, Qingdao, ChinaSchool of Automation, Qingdao University, Qingdao, ChinaSchool of Automation, Qingdao University, Qingdao, ChinaThis paper presents an adaptive fast finite-time consensus (FTC) for second-order uncertain nonlinear (UN) multi-agent systems (MASs) with unknown nonsymmetric dead-zone and external disturbances. In the process of control protocols design, based on the estimation of the dead-zone width that is obtained by using adaptive method, a fuzzy logic dead-zone compensator is adopted to deal with the nonsymmetric dead-zone input phenomenon. Combining finite-time control technique and Lyapunov's relevant theory, a new fast FTC protocol is developed. Based on the basis of radial basis function neural networks (RBFNNs) theories, the unknown nonlinear functions are approximated. Under the presented consensus protocols and adaptive laws, it can be proved that the position errors of arbitrary two agents can reach a small region of zero in finite time as well as the velocity errors. Ultimately, the effectiveness of the designed method is tested via two numerical examples.https://ieeexplore.ieee.org/document/8979342/MASsfast FTCnonsymmetric dead-zone |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jiabo Ren Baofang Wang Mingjie Cai Jinpeng Yu |
spellingShingle |
Jiabo Ren Baofang Wang Mingjie Cai Jinpeng Yu Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone IEEE Access MASs fast FTC nonsymmetric dead-zone |
author_facet |
Jiabo Ren Baofang Wang Mingjie Cai Jinpeng Yu |
author_sort |
Jiabo Ren |
title |
Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone |
title_short |
Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone |
title_full |
Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone |
title_fullStr |
Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone |
title_full_unstemmed |
Adaptive Fast Finite-Time Consensus for Second-Order Uncertain Nonlinear Multi-Agent Systems With Unknown Dead-Zone |
title_sort |
adaptive fast finite-time consensus for second-order uncertain nonlinear multi-agent systems with unknown dead-zone |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2020-01-01 |
description |
This paper presents an adaptive fast finite-time consensus (FTC) for second-order uncertain nonlinear (UN) multi-agent systems (MASs) with unknown nonsymmetric dead-zone and external disturbances. In the process of control protocols design, based on the estimation of the dead-zone width that is obtained by using adaptive method, a fuzzy logic dead-zone compensator is adopted to deal with the nonsymmetric dead-zone input phenomenon. Combining finite-time control technique and Lyapunov's relevant theory, a new fast FTC protocol is developed. Based on the basis of radial basis function neural networks (RBFNNs) theories, the unknown nonlinear functions are approximated. Under the presented consensus protocols and adaptive laws, it can be proved that the position errors of arbitrary two agents can reach a small region of zero in finite time as well as the velocity errors. Ultimately, the effectiveness of the designed method is tested via two numerical examples. |
topic |
MASs fast FTC nonsymmetric dead-zone |
url |
https://ieeexplore.ieee.org/document/8979342/ |
work_keys_str_mv |
AT jiaboren adaptivefastfinitetimeconsensusforsecondorderuncertainnonlinearmultiagentsystemswithunknowndeadzone AT baofangwang adaptivefastfinitetimeconsensusforsecondorderuncertainnonlinearmultiagentsystemswithunknowndeadzone AT mingjiecai adaptivefastfinitetimeconsensusforsecondorderuncertainnonlinearmultiagentsystemswithunknowndeadzone AT jinpengyu adaptivefastfinitetimeconsensusforsecondorderuncertainnonlinearmultiagentsystemswithunknowndeadzone |
_version_ |
1724185270959472640 |