JOURNAL ARTICLE

Gain Scheduling for Sampled-data State Estimation over Lossy Networks

Kenji SugimotoToshitaka AiharaMasaki OguraKenta Hanada

Year: 2021 Journal:   Transactions of the Institute of Systems Control and Information Engineers Vol: 34 (11)Pages: 287-293   Publisher: Institute of Systems, Control and Information Engineers

Abstract

This paper proposes a design method for sampled-data state estimator over lossy networks. When a measurement signal loss is detected, the proposed estimator switches gains and continues to update the estimate based upon last received measurement. The gains are computed in advance by means of a common solution of linear matrix inequalities so that the estimation is suboptimal with respect to the mean square error in the steady state. The effectiveness of the proposed method is illustrated/evaluated via numerical simulations.

Keywords:
Lossy compression Estimator Scheduling (production processes) Mean squared error Computer science State (computer science) Estimation Mathematical optimization State estimator Algorithm Control theory (sociology) Mathematics Statistics Engineering

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Citation History

Topics

Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Distributed Sensor Networks and Detection Algorithms
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Queuing Theory Analysis
Social Sciences →  Business, Management and Accounting →  Management Information Systems

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