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Distributed Estimation of Time-Varying Biases in Relative State Measurements

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This article focuses on the distributed estimation of time-varying bias signals in relative state measurements of sensors, where each sensor measures the relative state of neighboring sensors and the measurements… Click to show full abstract

This article focuses on the distributed estimation of time-varying bias signals in relative state measurements of sensors, where each sensor measures the relative state of neighboring sensors and the measurements contain a time-varying bias signal that is generated from a linear exo-systems. Assume that sensors can communicate with others, we propose several distributed bias estimators, by which each sensor can reconstruct its own bias signal and the exo-system’s state using local information.

Keywords: state; distributed estimation; estimation time; relative state; time varying

Journal Title: IEEE Transactions on Automatic Control
Year Published: 2022

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