弹道
控制理论(社会学)
跟踪(教育)
计算机科学
对偶(语法数字)
人工神经网络
伺服机构
控制工程
控制(管理)
工程类
人工智能
心理学
艺术
教育学
物理
文学类
天文
作者
Shuang Zhang,Yue Wu,Xiuyu He,Jingyuan Wang
出处
期刊:IEEE transactions on neural networks and learning systems
[Institute of Electrical and Electronics Engineers]
日期:2022-04-11
卷期号:34 (9): 6545-6556
被引量:12
标识
DOI:10.1109/tnnls.2021.3128404
摘要
For a mobile dual flexible manipulator (MDFM) system, this article focuses on the problem of cooperative trajectory tracking under unknown dynamics and time-varying trajectories. The dynamic model of the wheeled mobile manipulator system in 2-D space is established. Taking into account the unmodeled dynamics of the system, unknown terms of the system are approximated by integrating the radial basis function neural network (RBFNN) structure. By introducing the servo system, the cooperative trajectory tracking control (CTTC) strategy is designed, which realizes the system's cooperative operation, time-varying trajectory tracking, and vibration suppression. The performance of the proposed control scheme is verified through theoretical analysis and numerical simulations.
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