Adaptive filters are local estimators from control theory that can track time-varying parameters in a compute-efficient fashion. Robust implementations are not frequent, but are necessary for local estimation. We motivate our claim based on a challenging example of sensor data stream, publicly available.
Robust regression and adaptive filtering
Michele Lambardi di San Miniato
;Ruggero Bellio;Luca Grassetti;Paolo Vidoni
2022-01-01
Abstract
Adaptive filters are local estimators from control theory that can track time-varying parameters in a compute-efficient fashion. Robust implementations are not frequent, but are necessary for local estimation. We motivate our claim based on a challenging example of sensor data stream, publicly available.File in questo prodotto:
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