Rechy-Ramirez, EJ and Hu, H (2014) A Flexible Bio-Signal Based HMI for Hands-Free Control of an Electric Powered Wheelchair. International Journal of Artificial Life Research, 4 (1). pp. 59-76. DOI https://doi.org/10.4018/ijalr.2014010105
Rechy-Ramirez, EJ and Hu, H (2014) A Flexible Bio-Signal Based HMI for Hands-Free Control of an Electric Powered Wheelchair. International Journal of Artificial Life Research, 4 (1). pp. 59-76. DOI https://doi.org/10.4018/ijalr.2014010105
Rechy-Ramirez, EJ and Hu, H (2014) A Flexible Bio-Signal Based HMI for Hands-Free Control of an Electric Powered Wheelchair. International Journal of Artificial Life Research, 4 (1). pp. 59-76. DOI https://doi.org/10.4018/ijalr.2014010105
Abstract
This paper presents a bio-signal based human machine interface (HMI) for hands-free control of an electric powered wheelchair. In this novel HMI, an Emotive EPOC sensor is deployed to detect facial expressions and head movements of users, which are then recognised and converted to four uni-modal control modes and two bi-modal control modes to operate the wheelchair. Nine facial expressions and up-down head movements have been defined and tested, so that users can select some of these facial expressions and head movements to form the six control commands. The proposed HMI is user-friendly and allows users to select one of six available control modes according to their comfort. Experiments are conducted to show the feasibility and performance of the proposed HMI.
Item Type: | Article |
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Uncontrolled Keywords: | Disability; Electric-Powered Wheelchair; Emotive EPOC Sensor; Facial Expression; Hands-Free Control; Head Movement; Human-Machine Interface (HMI) |
Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 12 Sep 2014 11:45 |
Last Modified: | 10 Dec 2024 07:57 |
URI: | http://repository.essex.ac.uk/id/eprint/9070 |