The single-trial analysis of P300 and the difference threshold of modulated vibration

被引:1
作者
Department of Electoronic Engineering, University of Electro-Communications, 1-5-1, Chohugaoka, Chouhu 182-8585 [1 ]
不详 [2 ]
不详 [3 ]
不详 [4 ]
不详 [5 ]
不详 [6 ]
机构
[1] Department of Electoronic Engineering, University of Electro-Communications, Chouhu 182-8585, 1-5-1, Chohugaoka
[2] Department of Electrical Engineering and Electronics, Aoyama Gakuin University, Sagamihara 229-8558, 5-10-1, Fuchinobe
[3] Dept. of Electronic Eng., University of ElectroCommunications
[4] Dept. of Electronics and Electric Eng., Col. of Sci. and Eng., Aoyama Gakuin University
来源
IEEJ Trans. Fundam. Mater. | 2006年 / 6卷 / 478-483期
关键词
Difference-threshold; Modulated vibration; P300; Single-trial analysis; Tactile sensor;
D O I
10.1541/ieejfms.126.478
中图分类号
学科分类号
摘要
This study reports the estimation of different-threshold (DT) when humans recognize various modulated vibrations using their tactile sensor. The modulated vibration consists of two frequency components. A psychological or the event related potential (ERP) measurement was used to estimate DT. ERP appears in an electro-encephalogram (EEG) when a human recognizes the information emitted by an external stimulus, and this study detects P300, which is a component of ERP. This paper proposes a single-trial analysis that uses the T-test, which deviates from the conventional method for detecting P300 called the averaged EEG method. Finally, the proposed method estimates DT. As a result, the effectiveness of the proposed method is assured by estimating DTs on five subjects.
引用
收藏
页码:478 / 483
页数:5
相关论文
共 14 条
  • [1] Uchida M., Tanaka H., Ide H., Yokoyama S., A Tactile Display by 16 kinds of modulated wave vibration Used only One PZT Vibrator, T. IEE Japan, 120 C, 6, pp. 825-830, (2000)
  • [2] Sommer W., Matt J., Leuthold H., Consciousness of attention and expectancy as reflected in event-related potentials and reaction times, J. Experimental Psychology Learning, Memory & Cognition, 16, pp. 902-915, (1990)
  • [3] Fukuda M., Uchida M., A basic caracteristic for presentation of 3-D position information using PZT vibrator, T. IEE Japan, 19 C, 7, pp. 915-916, (1999)
  • [4] Dawson G.D., A summation technique for the detectin of small evoked potentials, Electroenceph Clin Neutra Physiol, 6, (1954)
  • [5] Sutton S., Braren M., Zubin J., John B.R., Evoked potential correlates of stimulus uncertainty, Science, 150, pp. 1187-1188, (1965)
  • [6] Shiozaki T., Uchida M., Tanaka H., Nozawa A., Ide H., The evaluation of cognition to the modulated vibration stimulus by ERP, T. IEE Japan, 122 C, 9, pp. 1567-1572, (2002)
  • [7] Nakamura M., Hayashi Y., Nishida S., Method for extracting single trial P3 from child ERP by using the mathematical model, Medical Electronics & Biological Engineering, 33, 2, pp. 135-138, (1995)
  • [8] Liu H.S., Zhang T., Yang F.S., A multistage, multimethod approch for automatic detection and classification of epileptiforrn EEG, IEEE Trana. Biomed. Eng., 49, 12, pp. 1557-1566, (2002)
  • [9] Naoko M., Uchida M., Tanaka H., Nozawa A., Ide H., A study in the difference evaluation of modulated vibrarion using a single-trial waveform of ERP, The Papers of Technical Meeting on Instrumentation and Measurement, pp. 19-22, (2002)
  • [10] Nakamura M., Nisida S., Sibasaki H., Deterioration of average evoked potential waveform due to asynchronous averaging and its compensation, IEEE Trans. Biomed. Eng., 38, 3, pp. 309-312, (1991)