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Set-Membership State Estimation for 2-D Roesser Systems Based on Zonotope Radius and Its Application | IEEE Journals & Magazine | IEEE Xplore

Set-Membership State Estimation for 2-D Roesser Systems Based on Zonotope Radius and Its Application


Abstract:

This brief is concerned with the problem of zonotopic set-membership state estimation for 2-D Roesser systems subjected to unknown-but-bounded disturbance. First, a gener...Show More

Abstract:

This brief is concerned with the problem of zonotopic set-membership state estimation for 2-D Roesser systems subjected to unknown-but-bounded disturbance. First, a general guaranteed state estimation algorithm is designed to obtain a set of zonotopes containing the system states that are consistent with the model parameters and the measurement outputs. Then, based on the constructed {P} -radius functions, an optimal correction matrix design criterion with {L}_{\infty } performance is provided for the obtained zonotope. Furthermore, an offline optimization problem is constructed to obtain the optimal correction matrix. Finally, a numerical example is provided to certify the effectiveness of the proposed approach.
Page(s): 465 - 469
Date of Publication: 01 August 2023

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