Steady-State Somatosensory Evoked Potential-Based Brain-Computer Interface Using a Vibrotactile Stimulus by Mixing Vibration Frequencies
In the case of paralysis with visual and auditory impairments, brain-computer interface (BCI) based on tactile stimulus paradigms are alternative methods for controlling external devices. This study demonstrates using a BCI system via steady-state tactile stimulation for assistive technology and rehabilitation. We designed a steady-state tactile stimulator using a vibrotactile motor with two fundamental and mixing vibration frequency patterns. The vibrotactile stimulators were attached to the wrist. We recorded EEG signals and observed a response. We also verified the classification algorithm. The results revealed that the average classification accuracy ranged from 73.33-81.67%. We further implement in a real-time BCI for control and rehabilitation applications.
Authors
- Manorot Borirakarawin
- Nannaphat Siribunyaphat (ORCID: https://orcid.org/0000-0002-9838-6225)
- Yunyong Punsawad (ORCID: https://orcid.org/0000-0002-6994-9682)
Institutions
- Nakhon Si Thammarat Rajabhat University (TH)
- Walailak University (TH)
Publication Details
- Published
- 2024-11-21
- DOI
- https://doi.org/10.1109/bmeicon64021.2024.10896360
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 0.00