Zhang Huaguang, Duan Jie, Wang Yingchun, Gao Zhiyun
IEEE Trans Cybern. 2021 Feb;51(2):548-557. doi: 10.1109/TCYB.2019.2936009. Epub 2021 Jan 15.
In this article, the bipartite fixed-time output consensus problem of heterogeneous linear multiagent systems (MASs) is investigated. First, a distributed bipartite fixed-time observer is proposed, by which the follower can estimate the leader's state. The estimate value is the same as the leader's state in modulus but may not in sign due to the existence of antagonistic interactions between agents. Then, an adaptive bipartite fixed-time observer is further proposed. It is fully distributed without involving any global information. This adaptive bipartite fixed-time observer can estimate not only the leader's system matrix but also the leader's state. Next, distributed nonlinear control laws are developed based on two observers, respectively, such that the bipartite fixed-time output consensus of heterogeneous linear MASs can be achieved. Moreover, the upper bound of the settling time is independent of initial states of agents. Finally, the examples are given to demonstrate the results.
本文研究了异构线性多智能体系统(MASs)的二分固定时间输出一致性问题。首先,提出了一种分布式二分固定时间观测器,通过该观测器跟随者可以估计领导者的状态。由于智能体之间存在对抗性相互作用,估计值在模上与领导者的状态相同,但符号可能不同。然后,进一步提出了一种自适应二分固定时间观测器。它是完全分布式的,不涉及任何全局信息。这种自适应二分固定时间观测器不仅可以估计领导者的系统矩阵,还可以估计领导者的状态。接下来,分别基于两个观测器设计了分布式非线性控制律,从而实现异构线性MASs的二分固定时间输出一致性。此外,收敛时间的上界与智能体的初始状态无关。最后,通过实例验证了结果。