Title :
Motor imagery controlled wheelchair system
Author :
Lijun Jiang ; Tham, Eugene ; Yeo, Mervyn ; Zaixing Wang ; Bo Jiang
Author_Institution :
Sch. of Eng., Republic Polytech., Singapore, Singapore
Abstract :
The motor imagery (MI) component of electroencephalogram (EEG) recordings has a substantial role in scientific applications. It is one of the commonest methodologies adopted by brain-computer interface (BCI) researchers. However, many MI based device is expensive and bulky due to the dependence on complex EEG sensing system. To overcome the drawbacks, a low-cost prototype is developed, leveraging on motor imagery component of EEG signal and Electromyography (EMG) signal. Based on signals from 14 channels, the system with friendly GUI, efficient algorithm, and easy-to-use dry sensors can detect and determine at least 4 movement directions of intention of a user: left, right, forward, backward. The proposed system is cost-effective and easy to use. The system has been successfully incorporated into a wheelchair control platform. The application of the system can extend to not only people who are suffering from spinal cord injuries, but also elderly or people suffering from limb muscle disorder.
Keywords :
brain-computer interfaces; control engineering computing; electrocardiography; electromyography; graphical user interfaces; handicapped aids; medical signal processing; BCI; EEG recordings; EEG signal; EMG signal; GUI; MI based device; brain-computer interface; elderly; electroencephalogram; electromyography; graphical user interface; limb muscle disorder; motor imagery controlled wheelchair system; spinal cord injury; user intention; wheelchair control platform; Electroencephalography; Electromyography; Filtering; Ports (Computers); Sensors; Spinal cord injury; Wheelchairs; Brain computer interface(BCI); Electromyography (EMG); Wheelchair; electroencephalogram (EEG); motor imagery (MI);
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2014 IEEE 9th Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-4316-6
DOI :
10.1109/ICIEA.2014.6931221