Electrode attachment state determination system, electrode attachment state determination method, and program thereof

1. An electrode attachment state determination system comprising:

an electroencephalogram measurement unit for measuring an electroencephalogram signal of a user by using at least one set of electrodes, the set including a ground electrode, a reference electrode, and a measurement electrode;

a frequency analysis section for performing a frequency analysis of the electroencephalogram signal;

an insufficient electrode determination section for extracting at least one parameter of a total frequency power across and all bands and at least one parameter of a noise amount from a result of the frequency analysis, and through a comparison of a value of the at least one noise parameter against a predetermined noise threshold value and through a comparison of a value of the at least one total frequency power parameter against a predetermined total frequency power threshold value, determining whether the ground electrode, the reference electrode, or the measurement electrode has an insufficient state of attachment; and

an output section for, when an insufficient state of attachment is determined, presenting information indicating the insufficient state of attachment of the electrode to the user;

wherein the electroencephalogram measurement unit measures a first potential difference between the ground electrode and the reference electrode and a second potential difference between the ground electrode and the measurement electrode, and measures the electroencephalogram signal based on a difference between the second potential difference and the first potential difference;

the electrode attachment state determination system further comprising an electrode restoration determination unit for determining, based on a signal measured by using an insufficient electrode which is determined as having an insufficient state of attachment, whether the insufficiency in the state of attachment of the insufficient electrode has been eliminated or not, wherein,

when the insufficient electrode is one of the reference electrode and the measurement electrode,

the electrode restoration determination unit calculates an average value and variance of the signal as measured by using the insufficient electrode, and, if both of the average value and the variance are zero, the electrode restoration determination unit determines that the insufficiency in the state of attachment of the insufficient electrode has not been eliminated, or if not both of the average value and the variance are zero, the electrode restoration determination unit determines that the insufficiency in the state of attachment of the insufficient electrode has been eliminated.

2. The electrode attachment state determination system of claim 1 , wherein the insufficient electrode determination unit extracts the noise amount parameter from the result of the frequency analysis, and if the noise amount parameter has a value exceeding a predetermined first threshold value as the noise threshold value, determines that the ground electrode has an insufficient state of attachment.

3. The electrode attachment state determination system of claim 2 , wherein the insufficient electrode determination unit further extracts the total frequency power parameter from the result of the frequency analysis, and if the total frequency power parameter has a value exceeding a predetermined second threshold value as the total frequency power threshold value, determines that one of the reference electrode and the measurement electrode has an insufficient state of attachment.

4. The electrode attachment state determination system of claim 3 , wherein,

the electroencephalogram measurement section uses a plurality of sets of electrodes each including a ground electrode, a reference electrode, and a measurement electrode, to measure an electroencephalogram signal with each set;

the frequency analysis section performs a frequency analysis of each electroencephalogram signal; and

the insufficient electrode determination unit extracts a noise amount parameter from a result of the frequency analysis of each electroencephalogram signal, and if all of the extracted noise amount parameters have values exceeding a predetermined first threshold value, determines that the ground electrode has an insufficient state of attachment, and

extracts a total frequency power parameter from the result of the frequency analysis of each electroencephalogram signal, and if all of the extracted total frequency power parameters have values exceeding a predetermined second threshold value, determines that the reference electrode has an insufficient state of attachment, or if some of the extracted total frequency power parameters have values exceeding the second threshold value, determines that the measurement electrode has an insufficient state of attachment.

5. The electrode attachment state determination system of claim 1 , wherein,

a noise being steadily mixed from an external environment at a previously identified frequency is superposed on the electroencephalogram signal; and

from the result of the frequency analysis, the insufficient electrode determination section extracts a frequency power of the noise as the noise amount parameter.

6. The electrode attachment state determination system of claim 5 , wherein the previously identified frequency is a frequency of a commercial-power noise of a device which is in the external environment.

7. The electrode attachment state determination system of claim 1 , wherein, as the total frequency power parameter, the insufficient electrode determination section extracts an average value of a power of the electroencephalogram signal in an analyzable frequency band.

8. The electrode attachment state determination system of claim 1 , wherein,

when the insufficient electrode is the ground electrode,

the electrode restoration determination unit extracts the noise amount parameter from the result of the frequency analysis of the signal as measured by using the insufficient electrode, and, if the noise amount parameter has a value exceeding a predetermined first threshold value, the electrode restoration determination unit determines that the insufficiency in the state of attachment of the insufficient electrode has not been eliminated, or if the noise amount parameter does not have a value exceeding the predetermined first threshold value, the electrode restoration determination unit determines that the insufficiency in the state of attachment of the insufficient electrode has been eliminated.

9. An electrode attachment state determination system comprising:

an electroencephalogram measurement unit for measuring an electroencephalogram signal of a user by using at least one set of electrodes, the set including a ground electrode, a reference electrode, and a measurement electrode;

a frequency analysis unit for performing a frequency analysis of the electroencephalogram signal;

an insufficient electrode determination unit for extracting at least one parameter of a total frequency power across all bands and at least one parameter of a noise amount from a result of the frequency analysis, and through a comparison of a value of the at least one noise parameter against a predetermined noise threshold value and through a comparison of a value of the at least one total frequency power parameter against a predetermined total frequency power threshold value, determining whether the ground electrode, the reference electrode, or the measurement electrode has an insufficient state of attachment; and

an output unit for, when an insufficient state of attachment is determined, presenting information indicating the insufficient state of attachment of the electrode to the user;

wherein the electroencephalogram measurement unit measures a first potential difference between the ground electrode and the reference electrode and a second potential difference between the ground electrode and the measurement electrode, and measures the electroencephalogram signal based on a difference between the second potential difference and the first potential difference;

the electrode attachment state determination system further comprising a measurement electrode replacement unit for, based on prestored electrode information, replacing an insufficient electrode which is determined as having an insufficient state of attachment with a replacing electrode, wherein,

the electrode information describes information of a type and position of each of electrodes which are available for measuring an electroencephalogram signal of the user;

with respect to an insufficient electrode which is determined as having an insufficient state of attachment, the measurement electrode replacement unit identifies the type and position of the insufficient electrode, and refers to the electrode information to identify the replacing electrode based on electroencephalographic characteristics of an electroencephalogram signal to be measured by the insufficient electrode; and

instead of the insufficient electrode, the electroencephalogram measurement unit uses the identified replacing electrode to measure an electroencephalogram signal.

10. The electrode attachment state determination system of claim 9 , further comprising an electroencephalogram processing unit for distinguishing an intent of the user by utilizing a characteristic component contained in the measured electroencephalogram signal, wherein,

when the insufficient electrode is the measurement electrode, the measurement electrode replacement section refers to the electrode information to identify, as the replacing electrode, an electrode which is within a predetermined distance from the insufficient electrode and which is at a closest distance from a brain position where the characteristic component of the electroencephalogram signal is generated.

11. The electrode attachment state determination system of claim 9 , further comprising an electroencephalogram processing unit for distinguishing an intent of the user by utilizing a characteristic component contained in the measured electroencephalogram signal, wherein,

when the insufficient electrode is the reference electrode, the measurement electrode replacement section refers to the electrode information to identify, as the replacing electrode, an electrode which is within a predetermined distance from a mastoid.

12. The electrode attachment state determination system of claim 1 , further comprising an electroencephalogram processing unit for distinguishing an intent of the user by utilizing a characteristic component contained in the measured electroencephalogram signal, and executing a process which is in accordance with the intent of the user, wherein,

from a result of the frequency analysis, the insufficient electrode determination section extracts at least one parameter of a total frequency power and a noise amount, and through a comparison of a value of the at least one parameter against a predetermined threshold value, determines a state of attachment of the ground electrode, the reference electrode, or the measurement electrode to be sufficient or insufficient; and

if the state of attachment is determined to be insufficient, the output unit presents information indicating the insufficient state of attachment of the electrode to the user, and if the state of attachment is determined to be sufficient, the output unit outputs a result of the process which is in accordance with the intent of the user.

13. An electrode attachment state determination method comprising the steps of:

measuring an electroencephalogram signal of a user by using at least one set of electrodes including a ground electrode, a reference electrode, and a measurement electrode;

performing a frequency analysis of the electroencephalogram signal;

from a result of the frequency analysis, extracting at least one parameter of a total frequency power across all bands and at least one parameter of a noise amount, and through a comparison of a value of the at least one noise parameter against a predetermined noise threshold value and through a comparison of a value of the at least one total frequency power parameter against a predetermined total frequency power threshold value, determining whether the ground electrode, the reference electrode, or the measurement electrode has an insufficient state of attachment; and

when an insufficient state of attachment is determined, outputting a notification to the user indicating a position and a type of electrode that has become insufficient

wherein measuring an electroencephalogram signal of a user includes measuring a first potential difference between the ground electrode and the reference electrode and a second potential difference between the ground electrode and the measurement electrode, and measuring the electroencephalogram signal based on a difference between the second potential difference and the first potential difference;

determining, based on a signal measured by using an insufficient electrode which is determined as having an insufficient state of attachment, whether the insufficiency in the state of attachment of the insufficient electrode has been eliminated or not, wherein,

when the insufficient electrode is one of the reference electrode and the measurement electrode,

calculating an average value and variance of the signal as measured by using the insufficient electrode, and, if both of the average value and the variance are zero, determining that the insufficiency in the state of attachment of the insufficient electrode has not been eliminated, or if not both of the average value and the variance are zero, determining that the insufficiency in the state of attachment of the insufficient electrode has been eliminated.

14. A non-transitory computer-readable storage medium storing a computer program to be executed by a computer for determining a state of electrode attachment, wherein the computer program causes the computer to execute the steps of:

measuring an electroencephalogram signal of a user by using at least one set of electrodes including a ground electrode, a reference electrode, and a measurement electrode;

performing a frequency analysis of the electroencephalogram signal;

from a result of the frequency analysis, extracting at least one parameter of a total frequency power across all bands and at least one parameter of a noise amount, and through a comparison of a value of the at least one noise parameter against a predetermined noise threshold value and through a comparison of a value of the at least one total frequency power parameter against a predetermined total frequency power threshold value, determining whether the ground electrode, the reference electrode, or the measurement electrode has an insufficient state of attachment; and

when an insufficient state of attachment is determined, outputting a notification to the user indicating a position and a type of electrode that has become insufficient;

wherein measuring an electroencephalogram signal of a user includes measuring a first potential difference between the ground electrode and the reference electrode and a second potential difference between the ground electrode and the measurement electrode, and measuring the electroencephalogram signal based on a difference between the second potential difference and the first potential difference;

determining, based on a signal measured by using an insufficient electrode which is determined as having an insufficient state of attachment, whether the insufficiency in the state of attachment of the insufficient electrode has been eliminated or not, wherein,

when the insufficient electrode is one of the reference electrode and the measurement electrode,

calculating an average value and variance of the signal as measured by using the insufficient electrode, and, if both of the average value and the variance are zero, determining that the insufficiency in the state of attachment of the insufficient electrode has not been eliminated, or if not both of the average value and the variance are zero, determining that the insufficiency in the state of attachment of the insufficient electrode has been eliminated.