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Certainty Equivalence, Separation Principle, and Cooperative Output Regulation of Multi-Agent Systems by Distributed Observer Approach

2015/08/18 by Jie Huang, Huang, Jie
Computer Science · Engineering · Medicine · #Distributed Control Multi-Agent Systems #FOS: Mathematics #Guidance and Control Systems #Mathematical and Theoretical Epidemiology and Ecology Models #Optimization and Control (math.OC)

paper · pdf · doi:10.48550/arxiv.1508.04206

openalex publication_date 2015/08/18 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The cooperative output regulation problem of linear multi-agent systems was formulated and studied by the distributed observer approach in [20, 21]. Since then, several variants and extensions have been proposed, and the technique of the distributed observer has also been applied to such problems as formation, rendezvous, flocking, etc. In this chapter, we will first present a more general formulation of the cooperative output regulation problem for linear multi-agent systems that includes some existing versions of the cooperative output regulation problem as special cases. Then, we will describe a more general distributed observer. Finally, we will simplify the proof of the main results by more explicitly utilizing the separation principle and the certainty equivalence principle.

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