DocumentCode :
1406453
Title :
A Chromatic Transient Visual Evoked Potential Based Encoding/Decoding Approach for Brain–Computer Interface
Author :
Lai, Sui Man ; Zhang, Zhiguo ; Hung, Yeung Sam ; Niu, Zhendong ; Chang, Chunqi
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Hong Kong, Hong Kong, China
Volume :
1
Issue :
4
fYear :
2011
Firstpage :
578
Lastpage :
589
Abstract :
This paper presents a new encoding/decoding approach to brain-computer interface (BCI) based on chromatic transient visual evoked potential (CTVEP). The proposed CTVEP-based encoding/decoding approach is designed to provide a safer and more comfortable stimulation method than the conventional VEP-based stimulation methods for BCI without loss of efficiency. For this purpose, low-frequency isoluminant chromatic stimuli are time-encoded to serve as different input commands for BCI control, and the superior comfortableness of the proposed stimulation method is validated by a survey. A combination of diversified signal processing techniques are further employed to decode the information from CTVEP. Based on experimental results, a properly designed configuration of the CTVEP-based stimulation method and a tailored signal processing framework are developed. It is demonstrated that high performance (at information transfer rate: 58.0 bits/min, accuracy: 94.9%, false alarm rate: 1.3%) for BCI can be achieved by means of the CTVEP-based encoding/decoding approach. It turns out that to achieve such good performance, only simple signal processing algorithms with very low computational complexity are required, which makes the method suitable for the development of a practical BCI system. A preliminary prototype of such a system has been implemented with demonstrated applicability.
Keywords :
brain-computer interfaces; computational complexity; decoding; electroencephalography; medical signal processing; neuromuscular stimulation; visual evoked potentials; BCI control; CTVEP-based encoding-decoding approach; brain-computer interface; chromatic transient visual evoked potential; computational complexity; electroencephalography; low-frequency isoluminant chromatic stimulus; signal processing technique; stimulation method; Brain computer interfaces; Decoding; Electrodes; Electroencephalography; Encoding; Matched filters; Brain–computer interface (BCI); chromatic transient visual evoked potential; electroencephalography; time-encoded visual stimulation;
fLanguage :
English
Journal_Title :
Emerging and Selected Topics in Circuits and Systems, IEEE Journal on
Publisher :
ieee
ISSN :
2156-3357
Type :
jour
DOI :
10.1109/JETCAS.2011.2178734
Filename :
6111497
Link To Document :
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