A tiny neural network that imitates a hand-edited PI signal reduced overshoot in simulated FOC motor control by up to 87.5%, but its inference time misses the real-time microcontroller budget.
A comprehensive survey on tinyml
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Enhancing Field-Oriented Control of Electric Drives with Tiny Neural Network Optimized for Micro-controllers
A tiny neural network that imitates a hand-edited PI signal reduced overshoot in simulated FOC motor control by up to 87.5%, but its inference time misses the real-time microcontroller budget.