对于仅使用速度调节的向量二阶Lipschitz非线性多代理系统的冲动共识算法
Qian Wan1, Wu-Hua Chen1, Xiaomei Lu2
1School of Electrical Engineering, Guangxi University, Nanning 530004, China.
ISA transactions
|March 7, 2024
概括
新的冲动共识算法只控制第二阶非线性多代理系统的速度,克服了现实世界的应用限制. 这些算法确保代理人有效地达到商定的位置.
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:
- 现有的第二阶非线性多代理系统的冲动共识算法需要同时控制位置和速度.
- 这种同时控制在现实应用中往往是不切实际的.
研究的目的:
- 提出新的二阶冲动共识算法,只调节代理的速度.
- 在实际场景中克服现有算法的局限性.
主要方法:
- 开发一种加权不连续的利亚普诺夫函数方法.
- 利用拉普拉斯矩阵的光谱属性.
- 使用线性矩阵不等式推导冲动停留时间依赖条件.
主要成果:
- 拟议的算法仅使用速度调节来达成共识.
- 获得了足够的共识条件,这取决于冲动停留时间.
- 速度子系统的全球指数稳定性确保了位置共识.
结论:
- 新型算法有效地在二级非线性多代理系统中实现共识.
- 设计的冲动增益矩阵确保了规定的指数趋同率.
- 数字模拟验证了拟议的分布式算法的有效性.
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