標題: | A Wireless Multifunctional SSVEP-Based Brain-Computer Interface Assistive System |
作者: | Lin, Chin-Teng Chiu, Ching-Yu Singh, Avinash Kumar King, Jung-Tai Ko, Li-Wei Lu, Yun-Chen Wang, Yu-Kai 腦科學研究中心 Brain Research Center |
關鍵字: | Multifunctional assistive system;steady state visually evoked potential (SSVEP);wireless brain-computer interface (BCI) |
公開日期: | 1-九月-2019 |
摘要: | Several kinds of brain-computer interface (BCI) systems have been proposed to compensate for the lack of medical technology for assisting patients who lose the ability to use motor functions to communicate with the outside world. However, most of the proposed systems are limited by their nonportability, impracticality, and inconvenience because of the adoption of wired or invasive electroencephalography acquisition devices. Another common limitation is the shortage of functions provided because of the difficulty of integrating multiple functions into one BCI system. In this paper, we propose a wireless, non-invasive and multifunctional assistive system which integrates steady state visually evoked potential-based BCI and a robotic arm to assist patients to feed themselves. Patients are able to control the robotic arm via the BCI to serve themselves food. Three other functions: 1) video entertainment; 2) video calling; and 3) active interaction are also integrated. This is achieved by designing a functional menu and integrating multiple subsystems. A refinement decision-making mechanism is incorporated to ensure the accuracy and applicability of the system. Fifteen participants were recruited to validate the usability and performance of the system. The averaged accuracy and information transfer rate achieved is 90.91% and 24.94 bit per min, respectively. The feedback from the participants demonstrates that this assistive system is able to significantly improve the quality of daily life. |
URI: | http://dx.doi.org/10.1109/TCDS.2018.2820153 http://hdl.handle.net/11536/152898 |
ISSN: | 2379-8920 |
DOI: | 10.1109/TCDS.2018.2820153 |
期刊: | IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS |
Volume: | 11 |
Issue: | 3 |
起始頁: | 375 |
結束頁: | 383 |
顯示於類別: | 期刊論文 |