Design of locomotion controller and reflex for humanoid robot

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Designing a network of oscillators that controls the locomotion of a legged robot can be thought as a complex problem hard to solve. This paper, therefore, attempts towards simplifying the design method of the locomotion controller by combining a linear piece wise liner oscillator (PWL) and the Van der Pol oscillator (VDP). The VDP oscillator will be considered as a master oscillator as it will generate the rolling motion pattern. The pitching and swing motion will be generated by the PWL. The selection of the oscillator type is made based on our previous result on motion pattern generator using piecewise linear functions. The VDP oscillator is selected to have a stable limit cycle close to the one obtained in our previous results. The robustness of the locomotion controller will be analyzed by introducing a small perturbation to the oscillator's equation. By changing randomly the perturbation parameter within limited interval results into a 'fluid motion' of the robot. In addition, the locomotion controller will be designed as a neural network that will be coupled to the robot dynamics through sensory system containing proportional derivative controllers to exhibit natural looking motion.

Original languageEnglish
Title of host publication2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013
DOIs
Publication statusPublished - 2013
Event2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013 - Hammamet, Tunisia
Duration: Mar 18 2013Mar 21 2013

Other

Other2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013
CountryTunisia
CityHammamet
Period3/18/133/21/13

Fingerprint

Robots
Controllers
Robustness (control systems)
Derivatives
Neural networks
Fluids

Keywords

  • Central Pattern Generator CPG
  • Humanoid
  • Limit cycle
  • Piecewise Linear Oscillator
  • Van der Pol Oscillator

ASJC Scopus subject areas

  • Signal Processing

Cite this

Zaier, R. (2013). Design of locomotion controller and reflex for humanoid robot. In 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013 [6564136] https://doi.org/10.1109/SSD.2013.6564136

Design of locomotion controller and reflex for humanoid robot. / Zaier, Riadh.

2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 2013. 6564136.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Zaier, R 2013, Design of locomotion controller and reflex for humanoid robot. in 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013., 6564136, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013, Hammamet, Tunisia, 3/18/13. https://doi.org/10.1109/SSD.2013.6564136
Zaier R. Design of locomotion controller and reflex for humanoid robot. In 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 2013. 6564136 https://doi.org/10.1109/SSD.2013.6564136
Zaier, Riadh. / Design of locomotion controller and reflex for humanoid robot. 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 2013.
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