基于俯瞰图的SSVEP激励源设计方法

Dong Wen, Mengmeng Jiang, Wenlong Jiao, Xianglong Wan, Xifa Lan, Yanhong Zhou
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引用次数: 0

摘要

稳态视觉诱发电位(SSVEP)因其稳定性被广泛应用于脑机接口领域。高强度刺激虽然具有良好的准确性,但会引起受试者严重的视觉疲劳,甚至诱发癫痫。人员在注意其准确性的同时,还应注意拍摄对象的舒适度。本文结合空间心理学的相关知识,提出瞭望图作为诱发SSVEP信号的刺激源。24名被试参与了俯瞰图与黑白刺激的对比实验,并通过CCA算法对EEG信号进行在线实时处理和分析。之后,根据个人偏好、舒适度和闪烁感对这两种刺激进行评分。实验结果表明,俯视图刺激源的性能优于黑白刺激源,更适合诱导被试的SSVEP信号。用户体验作为ssvep应用的重要方面和商业推广的必要因素,为ssvep提供了良好的理论和实验研究基础。
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The Design Method of SSVEP Stimulus Source based on Overlooking Map
In the field of brain-computer interface, steady-state visual evoked potential (SSVEP) is widely used because of its stability. Although high-intensity stimulus has good accuracy, it can cause severe visual fatigue and even induce epilepsy in subjects. As well as paying attention to its accuracy, personnel should also pay attention to the comfort of the subject. In this paper, combined with the knowledge of spatial psychology, the overlooking map is proposed as the stimulus source to induce the SSVEP signal. 24 subjects participated in the comparison experiment between the overlooking map and the black and white stimuli, and the EEG signal was processed and analyzed online in real time through the CCA algorithm. Afterwards, the two stimuli were scored in terms of personal preference, comfort, and flickering sensation. The experimental results show that the performance of the overlooking map stimulus source is superior to that of the black and white stimulus, and it is more suitable to induce the SSVEP signal of the subjects. As an important aspect of SSVEP-based application and a necessary factor for commercial promotion, user experience provides a good theoretical and experimental research basis for it.
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