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Real-Time Estimate of Velocity and Acceleration of Quasi-Periodic Signals Using Adaptive Oscillators

Authors :
S.M.M. De Rossi
Renaud Ronsse
Tommaso Lenzi
Auke Jan Ijspeert
Maria Chiara Carrozza
Nicola Vitiello
Source :
IEEE Transactions on Robotics
Publication Year :
2013
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2013.

Abstract

Estimation of the temporal derivatives of a noisy position signal is a ubiquitous problem in industrial and robotics engineering. Here, we propose a new approach to get velocity and acceleration estimates of cyclical/periodic signals near to steady-state regime, by using adaptive oscillators. Our method combines the advantages of introducing no delay, and filtering out the high-frequency noise. We expect this method to be useful in control applications requiring undelayed but smooth estimates of velocity and acceleration (e.g., velocity control and inverse dynamics) of quasi-periodic tasks (e.g., active vibration compensation, robot locomotion, and lower-limb movement assistance).

Details

ISSN :
19410468 and 15523098
Volume :
29
Database :
OpenAIRE
Journal :
IEEE Transactions on Robotics
Accession number :
edsair.doi.dedup.....1a905fedbf5569ccb17e69ef9bce52d2
Full Text :
https://doi.org/10.1109/tro.2013.2240173