Beta residuals: improving fault-tolerant control for sensory faults via bayesian inference and precision learning

Model-based fault-tolerant control (FTC) often consists of two distinct steps: fault detection & isolation (FDI), and fault accommodation. In this work we investigate posing fault-tolerant control as a single Bayesian inference problem. Previous work showed that precision learning allows for...

Full description

Bibliographic Details
Main Authors: Baioumy, M, Hartemink, W, Ferrari, RMG, Hawes, N
Format: Conference item
Language:English
Published: Elsevier 2022