Internal model control to characterize human handwriting motion
Joint Authors
Shihi, Inas
Abd al-Karim, Afaf
Bin Rajab, Muhammad
Source
The International Arab Journal of Information Technology
Issue
Vol. 14, Issue 6 (30 Nov. 2017)12 p.
Publisher
Publication Date
2017-11-30
Country of Publication
Jordan
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Abstract EN
The main purpose of this paper is to consider the human handwriting process as an Internal Model Control structure (IMC).
The proposed approach allows characterizing the biological process from two muscles activities of the forearm, named ElectroMyoGraphy signals (EMG).
For this, an experimental approach was used to record the coordinates of a pen-tip moving on (x,y) plane and EMG signals during the handwriting act.
In this sense direct and inverse handwriting models are proposed to establish the relationship between the muscles activities of the forearm and the velocity of the pen-tip.
Recursive Least Squares algorithm (RLS) is used to estimate the parameters of both models (direct and inverse).
Simulations show good agreement between the proposed approach results and the recorded data
American Psychological Association (APA)
Shihi, Inas& Abd al-Karim, Afaf& Bin Rajab, Muhammad. 2017. Internal model control to characterize human handwriting motion. The International Arab Journal of Information Technology،Vol. 14, no. 6.
https://search.emarefa.net/detail/BIM-853076
Modern Language Association (MLA)
Shihi, Inas…[et al.]. Internal model control to characterize human handwriting motion. The International Arab Journal of Information Technology Vol. 14, no. 6 (Nov. 2017).
https://search.emarefa.net/detail/BIM-853076
American Medical Association (AMA)
Shihi, Inas& Abd al-Karim, Afaf& Bin Rajab, Muhammad. Internal model control to characterize human handwriting motion. The International Arab Journal of Information Technology. 2017. Vol. 14, no. 6.
https://search.emarefa.net/detail/BIM-853076
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-853076