Distributed Omniscient Observers for Multi-Agent Systems: Design and Applications
Systems and Control
2026-02-13 v2 Systems and Control
Abstract
This paper proposes distributed omniscient observers for both heterogeneous and homogeneous linear multi-agent systems, such that each agent can correctly estimate the states of all agents. The observer design is based on local input-output information available to each agent, and knowledge of the global communication graph among agents is not necessarily required. The proposed observers can contribute to distributed Nash equilibrium seeking in multi-player games and the emergence of self-organized social behaviors in artificial swarms. Simulation results demonstrate that artificial swarms can emulate animal social behaviors, including sheepdog herding and honeybee dance-based navigation.
Cite
@article{arxiv.2602.07300,
title = {Distributed Omniscient Observers for Multi-Agent Systems: Design and Applications},
author = {Ganghui Cao and Xunyuan Yin},
journal= {arXiv preprint arXiv:2602.07300},
year = {2026}
}