Event-Driven Fixed-Time Cooperative Attitude Control of High-Speed Unmanned System Considering Input Saturation and Actuator Failure

IF 3.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Xin Ning, Xuyang Wang, Zheng Wang, Yi Wang, Caisheng Wei
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引用次数: 0

Abstract

The event-driven fixed-time cooperative attitude controller for high-speed unmanned system (HSUS) with input saturation and actuator failure is constructed in this article. Considering the limited system resources, the event-triggered mechanism (ETM) is employed to reduce the frequency of controller updates. To better align with the actual situation, both input saturation and actuator failure are taken into account when designing the system controller. Subsequently, the radial basis function neural networks (RBF NNs) are implemented for efficiently approximating and handling unknown nonlinear relationships within the system. Furthermore, the fixed-time convergence theorem is implemented to achieve improved transient performance. Ultimately, the effectiveness of the proposed control strategy is confirmed through a series of simulation examples.

考虑输入饱和和执行器失效的高速无人系统事件驱动固定时间协同姿态控制
针对输入饱和、执行器失效的高速无人系统(HSUS),构建了事件驱动的固定时间协同姿态控制器。考虑到系统资源有限,采用事件触发机制(event-triggered mechanism, ETM)降低控制器更新的频率。为了更好地符合实际情况,在设计系统控制器时同时考虑了输入饱和和执行器失效。在此基础上,利用径向基函数神经网络(RBF - NNs)有效逼近和处理系统内未知的非线性关系。在此基础上,利用定时收敛定理实现了改进的暂态性能。最后,通过一系列仿真算例验证了所提控制策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Robust and Nonlinear Control
International Journal of Robust and Nonlinear Control 工程技术-工程:电子与电气
CiteScore
6.70
自引率
20.50%
发文量
505
审稿时长
2.7 months
期刊介绍: Papers that do not include an element of robust or nonlinear control and estimation theory will not be considered by the journal, and all papers will be expected to include significant novel content. The focus of the journal is on model based control design approaches rather than heuristic or rule based methods. Papers on neural networks will have to be of exceptional novelty to be considered for the journal.
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