Abstract
Tongue-Drive System (TDS) is a wireless and wearable assistive technology that enables people with severe disabilities to control their computers, wheelchairs, and smartphones using voluntary tongue motion. To evaluate the efficacy of the TDS, several experiments were conducted, in which the performance of nine able-bodied (AB) participants using a mouse, a keypad, and the TDS, as well as a cohort of 11 participants with tetraplegia (TP) using the TDS, were observed and compared. Experiments included the Fitts' law tapping, wheelchair driving, phone-dialing, and weight-shifting tasks over five to six consecutive sessions. All participants received a tongue piercing, wore a magnetic tongue stud, and completed the trials as evaluable participants. Although AB participants were already familiar with the keypad, throughputs of their tapping tasks using the keypad were only 1.4 times better than those using the TDS. The completion times of wheelchair driving task using the TDS for AB and TP participants were between 157 s and 180 s with three different control strategies. Participants with TP completed phone-dialing and weight-shifting tasks in 81.9 s and 71.5 s, respectively, using tongue motions. Results showed statistically significant improvement or trending to improvement in performance status over the sessions. Most of the learning occurred between the first and second sessions, but trends did suggest that more practice would lead to increased improvement in performance using the TDS.
Original language | English (US) |
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Pages (from-to) | 68-78 |
Number of pages | 11 |
Journal | IEEE Transactions on Neural Systems and Rehabilitation Engineering |
Volume | 24 |
Issue number | 1 |
DOIs | |
State | Published - Jan 2016 |
Funding
Manuscript received June 20, 2014; revised January 17, 2015; accepted February 03, 2015. Date of publication February 26, 2015; date of current version January 06, 2016. This work was supported in part by the National Institute of Biomedical Imaging and Bioengineering Grant 1RC1EB010915 and the National Science Foundation awards CBET-0828882 and IIS-0803184. J. Kim, H. Park, and M. Ghovanloo are with the School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332 USA (e-mail: [email protected]). J. Bruce is with the Shepherd Center, Atlanta, GA 30309 USA. D. Rowles and E. J. Roth are with the Rehabilitation Institute of Chicago, Chicago, IL 60611 USA. J. Holbrook is with the Department of Pediatrics, University of Chicago, Chicago, IL 60637 USA. B. Nardone, D. P. West, and A. Laumann are with the Department of Dermatology, Northwestern University, Chicago, IL 60611 USA. Color versions of one or more of the figures in this paper are available online at http://ieeexplore.ieee.org. Digital Object Identifier 10.1109/TNSRE.2015.2405072
Keywords
- Assistive technologies
- Fitts' Law
- Powered wheelchair
- Smartphone
- Spinal cord injuries.
ASJC Scopus subject areas
- Rehabilitation
- General Neuroscience
- Internal Medicine
- Biomedical Engineering