Electroencephalogram measurement apparatus, method of estimating electrical noise, and computer program for executing method of estimating electrical noise

1. An electroencephalogram measurement apparatus comprising:

an electroencephalogram measurement unit for measuring an electroencephalogram of a user by using a plurality of electrodes;

an electro-acoustic transducer for presenting an acoustic signal to the user, the electro-acoustic transducer being in a vicinity of at least one electrode among the plurality of electrodes while the electroencephalogram measurement unit is worn by the user;

an amplitude envelope extraction unit for extracting an amplitude envelope of the acoustic signal presented by the electro-acoustic transducer;

a frequency analysis unit for analysing a frequency of the amplitude envelope extracted by the amplitude envelope extraction unit; and

a noise estimation unit for estimating an electrical noise which originates from the electro-acoustic transducer and is mixed at the at least one electrode by using a previously provided set of transform rules and the frequency of the extracted amplitude envelope analyzed by the frequency analysis unit.

2. The electroencephalogram measurement apparatus of claim 1 , wherein,

the set of transform rules defines correspondence between frequencies of amplitude envelope and transform coefficients; and

the noise estimation unit estimates the electrical noise by using an instantaneous frequency of the amplitude envelope and the set of transform rules to determine a transform coefficient corresponding to the instantaneous frequency, and multiplying the amplitude envelope by the determined transform coefficient.

3. The electroencephalogram measurement apparatus of claim 2 , wherein the noise estimation unit estimates the electrical noise by using a set of transform rules which defines smaller transform coefficients for larger frequencies.

4. The electroencephalogram measurement apparatus of claim 2 , wherein the noise estimation unit estimates the electrical noise by using a set of transform rules such that the transform coefficient converges to zero between frequencies of 20 Hz and 30 Hz.

5. The electroencephalogram measurement apparatus of claim 1 , further comprising a reduction unit for removing the estimated electrical noise from the electroencephalogram.

6. The electroencephalogram measurement apparatus of claim 1 , wherein,

the set of transform rules is a previously provided transform function; and

the noise estimation unit determines a transform coefficient relating to a noise estimate value from the frequency of the extracted amplitude envelope according to the previously provided transform function, and, based on the transform coefficient, estimates a noise which originates from the electro-acoustic transducer due to the amplitude envelope and is electrically mixed into an input signal at the at least one electrode.

7. The electroencephalogram measurement apparatus of claim 6 , further comprising a reduction unit for removing the estimated electrical noise from the electroencephalogram.

8. The electroencephalogram measurement apparatus of claim 6 , wherein the transform function is a mathematical function defining a transform coefficient such that the transform coefficient becomes smaller for higher frequencies, and converges to zero between frequencies of 20 Hz and 30 Hz of a component contained in the presented acoustic signal.

9. The electroencephalogram measurement apparatus of claim 8 , wherein the transform function defines mapping of transform coefficients onto a predetermined plurality of bands.

10. The electroencephalogram measurement apparatus of claim 6 , wherein the amplitude envelope extraction unit extracts the amplitude envelope of the acoustic signal by applying a time-frequency separation to the acoustic signal through a wavelet transform.

11. The electroencephalogram measurement apparatus of claim 6 , wherein the amplitude envelope extraction unit extracts the amplitude envelope of the acoustic signal by applying a time-frequency separation to the acoustic signal through the Fourier transform.

12. The electroencephalogram measurement apparatus of claim 6 , wherein, among components which are obtained by applying a time-frequency separation to the acoustic signal, the amplitude envelope extraction unit extracts a frequency component that is equal to or less than a predetermined upper-limit frequency between 20 Hz and 30 Hz as the amplitude envelope of the acoustic signal.

13. The electroencephalogram measurement apparatus of claim 6 , wherein the amplitude envelope extraction unit determines from the acoustic signal a frequency component of a time-frequency domain by applying a wavelet transform for a frequency band containing a predetermined electroencephalogram frequency and a predetermined time zone, and extracts and outputs the amplitude envelope of the acoustic signal by applying an inverse wavelet transform to the determined frequency component of the time-frequency domain.

14. The electroencephalogram measurement apparatus of claim 8 , wherein the noise estimation unit uses the transform function to determine a transform coefficient corresponding to a frequency component contained in the acoustic signal.

15. The electroencephalogram measurement apparatus of claim 14 , further comprising a storage unit for storing the transform function.

16. The electroencephalogram measurement apparatus of claim 1 , wherein the at least one electrode is integral with the electro-acoustic transducer.

17. An electroencephalogram measurement apparatus for determining an intent of a user from a measured electroencephalogram according to a previously provided determination criterion, comprising:

an electroencephalogram measurement unit for measuring an electroencephalogram of the user by using a plurality of electrodes;

an electro-acoustic transducer for presenting an acoustic signal to the user, the electro-acoustic transducer being in a vicinity of at least one electrode among the plurality of electrodes while the electroencephalogram measurement unit is worn by the user;

an amplitude envelope extraction unit for extracting an amplitude envelope of the acoustic signal presented by the electro-acoustic transducer;

a frequency analysis unit for analyzing a frequency of the amplitude envelope extracted by the amplitude envelope extraction unit;

a noise estimation unit for estimating an electrical noise which originates from the electro-acoustic transducer and is mixed at the at least one electrode by using a previously provided set of transform rules and the frequency of the extracted amplitude envelope analyzed by the frequency analysis unit; and

a determination criteria setting unit for changing the determination criterion in accordance with the estimated noise.

18. The electroencephalogram measurement apparatus of claim 17 , wherein,

the set of transform rules is a previously provided transform function; and

the noise estimation unit determines a transform coefficient relating to a noise estimate value from the frequency of the extracted amplitude envelope according to the previously provided transform function, and, based on the transform coefficient, estimates a noise which originates from the electro-acoustic transducer due to the amplitude envelope and is electrically mixed into an input signal at the at least one electrode.

19. The electroencephalogram measurement apparatus of claim 18 , wherein the amplitude envelope extraction unit extracts the amplitude envelope of the acoustic signal by applying a time-frequency separation to the acoustic signal through a wavelet transform.

20. The electroencephalogram measurement apparatus of claim 18 , wherein the amplitude envelope extraction unit extracts the amplitude envelope of the acoustic signal by applying a time-frequency separation to the acoustic signal through the Fourier transform.

21. The electroencephalogram measurement apparatus of claim 18 , wherein, among components which are obtained by applying a time-frequency separation to the acoustic signal, the amplitude envelope extraction unit extracts a frequency component that is equal to or less than a predetermined upper-limit frequency between 20 Hz and 30 Hz as the amplitude envelope of the acoustic signal.

22. The electroencephalogram measurement apparatus of claim 18 , wherein the amplitude envelope extraction unit determines from the acoustic signal a frequency component of a time-frequency domain by applying a wavelet transform for a frequency band containing a predetermined electroencephalogram frequency and a predetermined time zone, and extracts and outputs the amplitude envelope of the acoustic signal by applying an inverse wavelet transform to the determined frequency component of the time-frequency domain.

23. The electroencephalogram measurement apparatus of claim 17 , wherein the determination criterion is a criterion to be used for determining an intent of the user based on similarity levels between the measured electroencephalogram and a plurality of pieces of reference electroencephalogram data, and comprises a threshold value or a combination of a plurality of threshold values for the similarity levels.

24. The electroencephalogram measurement apparatus of claim 17 , wherein the at least one electrode is integral with the electro-acoustic transducer.

25. A method of estimating an electrical noise, the method comprising the steps of:

measuring an electroencephalogram of a user with an electroencephalogram measurement unit by using a plurality of electrodes;

presenting an acoustic signal to the user by using an electro-acoustic transducer which is in a vicinity of at least one electrode among the plurality of electrodes while the electroencephalogram measurement unit is worn by the user;

extracting an amplitude envelope of the acoustic signal presented by the electro-acoustic transducer with an amplitude envelope extraction unit;

analysing a frequency of the amplitude envelope with a frequency analysis unit;

with a noise estimation unit, estimating an electrical noise which originates from the electro-acoustic transducer and is mixed at the at least one electrode by using a previously provided set of transform rules and the frequency of the extracted amplitude envelope; and

removing the estimated electrical noise from the electroencephalogram with a reducing unit.

26. A non-transitory computer-readable medium storing a computer program; to be executed by a computer mounted in an electroencephalogram measurement apparatus, wherein the computer program causes the computer to execute the steps of:

receiving data of an electroencephalogram of a user measured with an electroencephalogram measurement unit by using a plurality of electrodes;

presenting an acoustic signal to the user by using an electro-acoustic transducer which is in a vicinity of at least one electrode among the plurality of electrodes while the electroencephalogram measurement unit is worn by the user;

extracting an amplitude envelope of the acoustic signal presented by the electro-acoustic transducer;

analysing a frequency of the amplitude envelope; and

estimating an electrical noise which originates from the electro-acoustic transducer and is mixed at the at least one electrode by using a previously provided set of transform rules and the frequency of the extracted amplitude envelope.