Improved Trajectory Tracking Control for a Continuum Robot Using Error-Driven ADRC With Input Mapping Method
Yongfeng Cao, Wentuo Yang, Shuang Wang, Shaoying He, Zheng Liu, Le Xie
- 发表年份
- 2024
- 引用次数
- 28
摘要
Continuum robots (CRs) have drawn increasing attention owing to their unique ability to operate in constrained environments. However, due to the deformability and compliant structures of CRs, parametric uncertainties and disturbances always exist in the CR system, which makes it a challenge to design high-performance controllers using conventional feedback control. In this article, we propose an error-driven active disturbance rejection control (ADRC) strategy that treats the internal uncertainty and external disturbance of the CR as a generalized disturbance and compensate for them. Furthermore, considering that the past input and output data from the control system can characterize the time-varying model of the CR, this article proposes an error-driven ADRC with input mapping method to further reduce the uncertainties and improve the control performance. The efficacy of the proposed method is verified through comparative simulations and experiments.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Fractional Differential Equations
Igor Podlubný
2025
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991