Kalman-inspired distributed set-membership observers

Abstract

In this paper we propose a novel algorithm for distributed set-membership observation based on zonotopes. The method is able to estimate the dynamics of non-directly measured unstable modes. The distributed observer gains are optimally chosen to minimize the Frobenius norm of the prediction zonotope. The simulations show that the performance of the proposed distributed observation technique is comparable to that of a centralized observer.