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).

Ronsse, R., De Rossi, S., Vitiello, N., Lenzi, T., Carrozza, M., Ijspeert, A. (2013). Real-time estimate of velocity and acceleration of quasi-periodic signals using adaptive oscillators. IEEE TRANSACTIONS ON ROBOTICS, 29(3), 783-791 [10.1109/TRO.2013.2240173].

Real-time estimate of velocity and acceleration of quasi-periodic signals using adaptive oscillators

Carrozza M. C.;
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).
Articolo in rivista - Articolo scientifico
Calibration and identification; filtering; kinematics; learning and adaptive systems; oscillator;
English
2013
29
3
783
791
6428719
none
Ronsse, R., De Rossi, S., Vitiello, N., Lenzi, T., Carrozza, M., Ijspeert, A. (2013). Real-time estimate of velocity and acceleration of quasi-periodic signals using adaptive oscillators. IEEE TRANSACTIONS ON ROBOTICS, 29(3), 783-791 [10.1109/TRO.2013.2240173].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/558388
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