• DocumentCode
    574493
  • Title

    Limit cycle perturbations for parametric modulation of central pattern generators

  • Author

    Consolini, Luca ; Lini, Gabriele

  • Author_Institution
    Dipt. di Ing. dell´Inf., Univ. of Parma, Parma, Italy
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    6430
  • Lastpage
    6435
  • Abstract
    We study the modulation of the output signal of a Central Pattern Generator (CPG) through variations of the coupling parameters between the neurons. It is assumed that a given CPG possesses an exponentially stable limit cycle which originates a periodic output signal. We propose a method that allows to find the variations of the coupling parameters that change the network output in order to approximate a given reference signal. This problem is relevant in many applications. For instance, in robotics locomotion is desirable to change the output of a network in order to change the frequency or the amplitude of the legs movements. We present applications to ring networks and to the quadruped model developed by Golubitsky and coworkers.
  • Keywords
    asymptotic stability; legged locomotion; limit cycles; modulation; neural nets; pattern formation; perturbation techniques; CPG; Golubitsky; central pattern generators; coupling parameters; coworkers; exponentially stable limit cycle; legs movements amplitude; legs movements frequency; limit cycle perturbations; parametric modulation; periodic output signal; quadruped model; reference signal approximation; ring networks; robotics locomotion; Biological system modeling; Couplings; Legged locomotion; Limit-cycles; Mathematical model; Neurons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6315078
  • Filename
    6315078