JOURNAL ARTICLE

Adaptive Fuzzy Fixed Time Time-Varying Formation Control for Heterogeneous Multiagent Systems With Full State Constraints

Han‐Qian HouYan‐Jun LiuJie LanLei Liu

Year: 2022 Journal:   IEEE Transactions on Fuzzy Systems Vol: 31 (4)Pages: 1152-1162   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This article presents an adaptive fuzzy fixed time time-varying formation control (TVFC) method for uncertain heterogeneous nonlinear multiagent systems (HNMASs) with full state constraints. Meanwhile, both partial loss of effectiveness and bias fault are considered in HNMASs. The fuzzy logic systems are selected as an effective tool to approximate uncertain nonlinear functions. The original constrained states of the systems will be converted to unconstrained states by the nonlinear transformed function. Compared with previous papers, it is the first time to handle the TVFC problem of HNMASs with full state constraints. In addition, formation control based on an adaptive fuzzy fixed time strategy not only ensures fast convergence of the system, but also the convergence time doesn't depend on any initial conditions. The stability of HNMAs is proven by the fixed time stability theory. Finally, a simulation is given to testify the effectiveness of the control method.

Keywords:
Convergence (economics) Control theory (sociology) Nonlinear system Fuzzy logic Fuzzy control system Multi-agent system Stability (learning theory) Computer science Adaptive control Mathematical optimization State (computer science) Mathematics Control (management) Algorithm Artificial intelligence

Metrics

63
Cited By
13.28
FWCI (Field Weighted Citation Impact)
39
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Adaptive Control of Nonlinear Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Adaptive Dynamic Programming Control
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

Related Documents

JOURNAL ARTICLE

Adaptive Fixed-Time Fuzzy Control for Uncertain Nonlinear Systems with Asymmetric Time-Varying Full-State Constraints

Ruixia LiuMing LiuYan ShiJunsuo Qu

Journal:   International Journal of Fuzzy Systems Year: 2023 Vol: 25 (4)Pages: 1597-1611
JOURNAL ARTICLE

Fixed Time Adaptive Fuzzy Control of Nonlinear Systems with Time-Varying State Constraints

Kexin DingXueliang ZhangYurong NanMin Zhuang

Journal:   Automatic Control and Computer Sciences Year: 2024 Vol: 58 (1)Pages: 43-57
JOURNAL ARTICLE

Fixed-time adaptive event-triggered control for multiagent systems with full-state constraints

Chenyu TianHongjing Liang

Journal:   International Journal of Systems Science Year: 2024 Vol: 55 (7)Pages: 1393-1409
JOURNAL ARTICLE

Adaptive Fuzzy Fixed-Time Tracking Control for Nonlinear Systems With Time-Varying Full-State Constraints and Actuator Hysteresis

Huanqing WangLiya Shen

Journal:   IEEE Transactions on Fuzzy Systems Year: 2022 Vol: 31 (4)Pages: 1352-1361
JOURNAL ARTICLE

Adaptive fuzzy control for nontriangular form systems with time‐varying full‐state constraints

Rui ZhangJunmin LiJianmin Jiao

Journal:   International Journal of Adaptive Control and Signal Processing Year: 2020 Vol: 34 (7)Pages: 919-936
© 2026 ScienceGate Book Chapters — All rights reserved.