Title :
A brain-computer interface using binary phase-shift keying visual stimuli
Author :
Morikawa, Naoki ; Tanaka, Toshihisa
Author_Institution :
Dept. of Electron. & Inf. Eng., Tokyo Univ. of Agric. & Technol., Koganei, Japan
Abstract :
Steady-state visual evoked potentials (SSVEPs) enable brain-computer interfaces to achieve efficient performance in command detection accuracy and information transfer rate (ITR). However, a limited bandwidth of SSVEPs causes a limited number of possible command in BCIs. Moreover since the amplitude of SSVEP at a particular frequency depends on users, some BCI commands could be executed easily (higher accuracy) and the others hardly (lower accuracy). To solve these problems, the present paper proposes a paradigm of BCI using phase-modulated visual stimuli. The commands of BCI are represented by a combination of binary codes. Two different phases of flickering stimuli correspond to binary codes. A command is determined by the sequence of binary codes which is demodulated from the phases of SSVEP. This protocol can be analogues of binary phase-shift keying (BPSK) in digital communications. Experimental results show that the proposed paradigm achieves even probabilities of command execution, although only a single electrode was used for SSVEP detection.
Keywords :
binary codes; binary sequences; brain-computer interfaces; demodulation; digital communication; electroencephalography; medical signal detection; phase shift keying; probability; visual evoked potentials; BCI command representation; BPSK; ITR; SSVEP detection; binary code sequence; binary phase shift keying visual stimuli; brain-computer interface; command detection accuracy; command execution probability; demodulation; digital communication; flickering stimuli; information transfer rate; phase modulated visual stimuli; protocol; steady-state visual evoked potential; Accuracy; Calibration; Electrodes; Electroencephalography; Frequency shift keying; Visualization;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2014 13th International Conference on
DOI :
10.1109/ICARCV.2014.7064269