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Quantitative verification of Kalman filters

Alexandros Evangelidis,D. Parker

2021 · DOI: 10.1007/s00165-020-00529-w
Formal Aspects of Computing · 3 Citations

TLDR

This work proposes novel formal verification techniques and software to perform a rigorous quantitative analysis of the effectiveness of Kalman filters, and presents a general framework for modelling Kalman filter implementations operating on linear discrete-time stochastic systems.