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The dynamics of the human arm with an observer for the capture of body motion parameters

Research output: Contribution to journal › Article › peer-review

41 Citations (Scopus)

Abstract

The paper presents an analysis of a mathematical model of the human arm dynamics in terms of observability. The purpose of the performed experiments is the selection of an observer for the possibility of arm tracking. The arm model is based on the two-link manipulator moving horizontally and vertically. For the study a model was linearized and the model part responsible for the work of human muscles was omitted. The experimental part involved simulated measurements of the motion parameters that imitate real-IMU (Inertial Measurement Unit) measurements. Finally, the simulation results using the observer in the form of a Kalman filter and the particle filter have been presented.

Original languageEnglish
Pages (from-to)955-971
Number of pages17
JournalBulletin of the Polish Academy of Sciences: Technical Sciences
Volume61
Issue number4
DOIs
Publication statusPublished - Dec 2013

Keywords

  • Human arm
  • Kalman filter
  • Observability
  • Particle filtre

ASJC Scopus subject areas

  • Atomic and Molecular Physics, and Optics
  • Information Systems
  • General Engineering
  • Computer Networks and Communications
  • Artificial Intelligence

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