预定义时间输出-反 领导者-追随者 纯反多代理系统的共识
IEEE transactions on cybernetics
|May 9, 2024
概括
本研究引入了一种用于控制不确定的非线性多代理系统的新方法,在预定义的时间内实现领导者遵循的共识. 这种方法确保了更快的融合和减少超越,以提高系统性能.
科学领域:
- 控制理论 控制理论
- 非线性系统是非线性系统.
- 多代理系统 多代理系统
背景情况:
- 在不确定的纯反非线性多代理系统中解决领导者追随的共识问题是具有挑战性的.
- 现有的方法往往缺乏对收时间的明确控制,并且可以显示出显著的超越.
研究的目的:
- 为不确定的纯反非线性多代理系统开发一种新的预定义时间输出反控制策略.
- 为了实现领导者遵循的共识,明确指定了收时间和减少了系统超越.
主要方法:
- 纯反系统转化为正规形式.
- 分布式和局部预定义时间延长状态观察器 (ESO) 的设计,用于状态和干扰估计.
- 使用边界调节函数,制定非单一的,非保守的预定义时间控制规律.
主要成果:
- 通过ESO成功重建未知的状态和块干扰.
- 在精确定义的时间内,独立于初始条件,实现领导者跟随的共识跟踪.
- 通过调节功能的参数调节,证明了通过调节功能的参数调节来减少系统超标.
结论:
- 拟议的输出-反控制策略有效地解决了对于不确定的纯反非线性多代理系统的预定义时间领导者遵循共识问题.
- 该方法提供了对收时间和超越的明确控制,优化了控制能量和系统稳定性.
- 数字模拟验证了开发的控制方法的有效性和优势.
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