Multi-Robot Source Exploration Under Prescribed-Time Formation Control

被引:0
作者
Li, Rui-Guo [1 ]
Shi, Ze-Hao [1 ]
Wang, Jin-Liang [1 ]
机构
[1] Tiangong Univ, Tianjin Key Lab Autonomous Intelligence Technol &, Sch Comp Sci & Technol, Tianjin 300387, Peoples R China
来源
INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2024, PT IV | 2025年 / 15204卷
基金
中国国家自然科学基金;
关键词
Multi-robot systems; source exploration; formation control; adaptive estimation; predefined/prescribed-time stability; DISTRIBUTED SOURCE SEEKING;
D O I
10.1007/978-981-96-0798-3_31
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a solution to the source exploration problem for multiple robots under the formation consensus within a prescribed time. To this end, we design a switching control strategy to drive robots to complete collaborative tasks, which is divided into two stages. The first stage builds a formation consensus algorithm by coupling a time-varying scaling function to reach the desired location in the prescribed time for robots. The second stage puts forward a control scheme based on an adaptive strategy and a predefined-time velocity estimator to complete source exploration under no velocity measurements, where the adaptive strategy is designed combined with the projection operator to estimate the unknown parameters of the scalar field. Eventually, a simulation test is performed to verify the effectiveness of the proposed scheme.
引用
收藏
页码:419 / 433
页数:15
相关论文
共 29 条
[1]   Multirobot Symmetric Formations for Gradient and Hessian Estimation With Application to Source Seeking [J].
Brinon-Arranz, Lara ;
Renzaglia, Alessandro ;
Schenato, Luca .
IEEE TRANSACTIONS ON ROBOTICS, 2019, 35 (03) :782-789
[2]   Distributed Source Seeking via a Circular Formation of Agents Under Communication Constraints [J].
Brinon-Arranz, Lara ;
Schenato, Luca ;
Seuret, Alexandre .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2016, 3 (02) :104-115
[3]  
Clarke F., 1983, Optimization and Nonsmooth Analysis
[4]  
Elad M., 2023, Automatica, V152
[5]  
Fierro R, 1997, J ROBOTIC SYST, V14, P149, DOI 10.1002/(SICI)1097-4563(199703)14:3<149::AID-ROB1>3.0.CO
[6]  
2-R
[7]   Normalized Extremum Seeking and Its Application to Nonholonomic Source Localization [J].
Ghadiri-Modarres, Mohammadali ;
Mojiri, Mohsen .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (05) :2281-2288
[8]   Distributed Sensor Fusion for Scalar Field Mapping Using Mobile Sensor Networks [J].
Hung Manh La ;
Sheng, Weihua .
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (02) :766-778
[9]   Online exact differentiation and notion of asymptotic algebraic observers [J].
Ibrir, S .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2003, 48 (11) :2055-2060
[10]  
Khalil H.K., 2001, Nonlinear Systems, Englewood Cliffs