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arxiv: 1111.7221 · v1 · pith:ALYVZELWnew · submitted 2011-11-30 · 🧮 math.OC · cs.SY

An Optimal Controller Architecture for Poset-Causal Systems

classification 🧮 math.OC cs.SY
keywords controllerarchitectureoptimalstructureconceptscontroldecentralizedinversion
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We propose a novel and natural architecture for decentralized control that is applicable whenever the underlying system has the structure of a partially ordered set (poset). This controller architecture is based on the concept of Moebius inversion for posets, and enjoys simple and appealing separation properties, since the closed-loop dynamics can be analyzed in terms of decoupled subsystems. The controller structure provides rich and interesting connections between concepts from order theory such as Moebius inversion and control-theoretic concepts such as state prediction, correction, and separability. In addition, using our earlier results on H_2-optimal decentralized control for arbitrary posets, we prove that the H_2-optimal controller in fact possesses the proposed structure, thereby establishing the optimality of the new controller architecture.

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