On the statistical convergence of bias in mode-based Kalman filter for switched systems

Abstract Many physical and engineered systems (e.g., smart grid, autonomous vehicles, and robotic systems) that are observed and controlled over a communication/cyber infrastructure can be efficiently modeled as stochastic hybrid systems (SHS). This paper quantifies the bias of a mode-based Kalman f...

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Bibliographic Details
Main Authors: Wenji Zhang, Balasubramaniam Natarajan
Format: Article
Language:English
Published: SpringerOpen 2018-11-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13634-018-0594-0