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  4. Time-projection control to recover inter-sample disturbances, application to bipedal walking control
 
preprint

Time-projection control to recover inter-sample disturbances, application to bipedal walking control

Faraji, Salman  
•
Müllhaupt, Philippe  
•
Ijspeert, Auke  
2018

We present a new walking controller based on 3LP, a 3D model of bipedal walking that is composed of three pendulums to simulate falling, swing and torso dynamics. Taking advantage of linear equations and closed-form solutions of 3LP, the proposed controller projects intermediate states of the biped back to the beginning of the phase for which a discrete LQR controller is designed. After the projection, a proper control policy is generated by this LQR controller and used at the intermediate time. The projection controller reacts to disturbances immediately and compared to the discrete LQR controller, it provides superior performance in recovering intermittent external pushes. Further analysis of closed-loop eigenvalues and disturbance rejection strength show strong stabilization properties for this architecture. An analysis of viable regions also show that the proposed controller covers most of the maximal viable set of states. It is computationally much faster than Model Predictive Controllers (MPC) and yet optimal over an infinite horizon.

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Type
preprint
ArXiv ID

1801.02150

Author(s)
Faraji, Salman  
Müllhaupt, Philippe  
Ijspeert, Auke  
Date Issued

2018

Subjects

Bipedal Walking

•

Time-projection

•

Continuous-control

•

Linear model

•

Intermittent push recovery

Editorial or Peer reviewed

NON-REVIEWED

Written at

EPFL

EPFL units
BIOROB  
Available on Infoscience
January 10, 2018
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/143696
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