State synchronization of multi-agent systems via static or adaptive nonlinear dynamic protocols

Z Liu, M Zhang, A Saberi, AA Stoorvogel - Automatica, 2018 - Elsevier
This paper studies state synchronization of homogeneous multi-agent systems (MAS) with
partial-state coupling. We identify four classes of agents, for which static linear protocol can …

[图书][B] Cooperative control of multi-agent systems: A scale-free protocol design

Z Liu, D Nojavanzadeh, A Saberi - 2022 - books.google.com
This monograph represents the outcome of research effort of the authors on scalable
synchronization of large-scale multi-agent systems (MAS). Cooperative control of multi …

Scale-free non-collaborative linear protocol design for a class of homogeneous multi-agent systems

Z Liu, A Saberi, AA Stoorvogel - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we have focused on identifying a class of continuous-and discrete-time multi-
agent systems for which a scale-free noncollaborative (ie, scale-free fully distributed) linear …

H∞ and H2 almost output and regulated output synchronization of heterogeneous multi-agent systems: A scale-free protocol design

D Nojavanzadeh, Z Liu, A Saberi… - Journal of the Franklin …, 2021 - Elsevier
This paper studies scale-free protocol design for H∞ and H 2 almost output and regulated
output synchronization of heterogeneous multi-agent systems with linear, right-invertible and …

Regulated output synchronization for heterogeneous time-varying networks with non-introspective agents in presence of disturbance and measurement noise with …

M Zhang, A Saberi… - 2015 American Control …, 2015 - ieeexplore.ieee.org
This paper studies regulated output synchronization for heterogeneous directed networks
with non-introspective agents (ie agents have no access to their own states or outputs) in the …

Scale-Free Collaborative Protocol Design for Exact Output Synchronization of Multi-Agent Systems in the Presence of Disturbances and Measurement Noise With …

Z Liu, M Zhang, A Saberi… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cooperative control is concerned with engineering systems that can be characterized as a
collection of decision making components called agents with locally sensed information and …

Stochastic Almost Output Synchronization for Time-Varying Networks of Nonidentical and Non-introspective Agents Under External Stochastic Disturbances and …

M Zhang, AA Stoorvogel, A Saberi - Mathematical Control Theory II …, 2015 - Springer
We consider stochastic almost output synchronization for time-varying directed networks of
nonidentical and non-introspective (ie, agents have no access to their own states or outputs) …

Synchronization in time-varying networks of non-introspective agents without exchange of controller states

T Yang, HF Grip, A Saberi, M Zhang… - 2014 American …, 2014 - ieeexplore.ieee.org
We consider two synchronization problems, namely, state synchronization for networks of
identical linear agents, and regulated output synchronization for networks of non-identical …

Data filtering based recursive and iterative least squares algorithms for parameter estimation of multi-input output systems

J Ding - algorithms, 2016 - mdpi.com
This paper discusses the parameter estimation problems of multi-input output-error
autoregressive (OEAR) systems. By combining the auxiliary model identification idea and …

Almost Output Synchronization for Multi-agent Systems with Non-identical Agents Under Time-Varying Topologies

M Zhang - Journal of Control, Automation and Electrical Systems, 2023 - Springer
The synchronization problem of multi-agent systems with non-identical general agents
under time-varying topologies and in the presence of external disturbances has not been …