Leaderless Consensus of Non-linear Mixed delay Multi-agent Systems with Random Packet Losses via Sampled-data Control

The Weighted Group Consensus for a Kind of Discrete Heterogeneous Multi-Agent Systems With Time Delay and Packet Loss in Cooperative-Competitive Networks Based on Self-Adaptive Controller

“…Packet loss is one of the main factors of system stability. Therefore, it is very necessary for us to investigate the group consensus of MASs with packet loss [30][31][32]. In [30], formation tracking for heterogeneous multi-agent systems with loss of multiple communication packets is investigated using the iterative learning control (ILC) method.…”

Consensus of nonlinear multiagent systems with mode‐dependent delay via stochastic sampled data under Markovian switching topologies

“…Yang et al study adaptive synchronization of stochastic neural networks with delayed nonlinear term 16 . In Reference 23, Syed Ali et al investigate consensus problem of nonlinear multiagent systems with delays mixed by probabilistic time varying delay and distributed delay. Exponential synchronization of a neural networks with Markovian jumping parameters and time varying delays is discussed by Chandrasekar et al 24 Other studies on time‐delay systems can be found in References 23,25–29.…”

“…In Reference 23, Syed Ali et al investigate consensus problem of nonlinear multiagent systems with delays mixed by probabilistic time varying delay and distributed delay. Exponential synchronization of a neural networks with Markovian jumping parameters and time varying delays is discussed by Chandrasekar et al 24 Other studies on time‐delay systems can be found in References 23,25–29. However, the considered time delays in the previous references are either deterministic or independent on system modes.…”

“…However, the discrete controller based on sampled data can save communication resources and enhance control efficiency. Very recently, there are many results on sampled‐data control in system control community, we refer the readers to the bibliographies 23,26,28,34–38 . In practical systems running, the sampled data is often acquired with random periods for some active or passive factors.…”

“…Very recently, there are many results on sampled-data control in system control community, we refer the readers to the bibliographies. 23,26,28,[34][35][36][37][38] In practical systems running, the sampled data is often acquired with random periods for some active or passive factors. On the one hand, stochastic sampling may be a voluntary man-made operation in some special situations.…”