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 language | English |
|---|---|
| Pages (from-to) | 955-971 |
| Number of pages | 17 |
| Journal | Bulletin of the Polish Academy of Sciences: Technical Sciences |
| Volume | 61 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - 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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