Relating postural synergies to low-D muscular activations: Towards bio-inspired control of robotic hands

P. T. Katsiaris, Panagiotis Artemiadis, K. J. Kyriakopoulos

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

1 Scopus citations

Abstract

Studying human motor control has received increased attention during the past decades. Both the design and control of robotic artifacts may benefit from observation of human behavior. In this paper a novel method for capturing the dynamic behavior of the human hand is presented. The low dimensional kinematics of the human hand, including the wrist, and the low dimensional representation of the muscular activations were correlated through a linear time invariant (LTI) state space model. A linear output regulation controller was used in order to drive a simulated hand and the resulting trajectories were compared with the experimentally captured trajectories.

Original languageEnglish (US)
Title of host publicationIEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 2012
Pages245-250
Number of pages6
DOIs
Publication statusPublished - 2012
Event12th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2012 - Larnaca, Cyprus
Duration: Nov 11 2012Nov 13 2012

Other

Other12th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2012
CountryCyprus
CityLarnaca
Period11/11/1211/13/12

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ASJC Scopus subject areas

  • Bioengineering
  • Biomedical Engineering

Cite this

Katsiaris, P. T., Artemiadis, P., & Kyriakopoulos, K. J. (2012). Relating postural synergies to low-D muscular activations: Towards bio-inspired control of robotic hands. In IEEE 12th International Conference on BioInformatics and BioEngineering, BIBE 2012 (pp. 245-250). [6399682] https://doi.org/10.1109/BIBE.2012.6399682