An Optimal Controller Architecture for Poset-Causal Systems
Abstract
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.
Keywords
Cite
@article{arxiv.1111.7221,
title = {An Optimal Controller Architecture for Poset-Causal Systems},
author = {Parikshit Shah and Pablo Parrilo},
journal= {arXiv preprint arXiv:1111.7221},
year = {2016}
}
Comments
32 pages, 9 figures, submitted to IEEE Transactions on Automatic Control