Personal authentication apparatus, personal authentication method, and recording medium

A personal authentication apparatus comprising a processor configured to:

• an electrocardiograph measuring circuit that measures a first electrocardiographic waveform of a first user using a plurality of electrodes adapted to be located on the first user;
• a peak detector that detects at least one of a peak of a P wave and a peak of a Q wave, a peak of an S wave, a peak of a T wave, a peak of a first R wave, and a peak of a second R wave in the first electrocardiographic waveform;
• an acquirer that acquires a first normalized electrocardiographic waveform by expanding or contracting the first electrocardiographic waveform in a time axis direction and an amplitude direction on a basis of the detected peaks;
• and
• an authenticator that refers to prestored registration information including identification information regarding a plurality of registered users, and for each of the plurality of registered users characteristic information indicating characteristics of an electrocardiographic waveform, the authenticator outputting authenticated identification information regarding an authenticated one of the plurality of users corresponding to characteristic information that matches characteristic information of the first normalized electrocardiographic waveform,
• wherein the acquirer, under a first process, is configured to expand or contract a time interval between the peak of the first R wave and the peak of the second R wave to a first predetermined time period,
• wherein the acquirer, under a second process, is configured to (i) expand or contract a time interval between the peak of the first R wave and a peak of the P wave to a second predetermined time period, (ii) expand or contract a time interval between the peak of the first R wave and a peak of the Q wave to a third predetermined time period, or (iii) expand or contract the time interval between the peak of the first R wave and the peak of the P wave to the second predetermined time period and expand or contract the time interval between the peak of the first R wave and the peak of the Q wave to the third predetermined time period,
• wherein matching characteristic information of the authenticated identification information comprises (i) a first time interval between a peak to be adjusted by the acquirer representing a peak of at least one wave among the P wave, the Q wave, the S wave, and the T wave and the peak of the first R wave, and (ii) a second time interval between the peak of the first R wave and the peak of the second R wave,
• wherein the acquirer further acquires a second normalized electrocardiographic waveform by expanding or contracting a second electrocardiographic waveform in the time axis direction and the amplitude direction,
• wherein in the second normalized electrocardiographic waveform, among the time intervals between the peaks included in the second electrocardiographic waveform, only the time interval between the peak of the first R wave and the peak of the second R wave is expanded or contracted to the first predetermined time period,
• wherein the personal authentication apparatus further comprises:
• a wavelet transformer that applies a wavelet transform to the first normalized electrocardiographic waveform to generate a first matrix, and applies the wavelet transform to the second normalized electrocardiographic waveform to generate a second matrix;
• and
• a selector that selects at least one element from each of the first matrix and the second matrix and generates a characteristic vector corresponding to the selected at least two elements, and
• wherein the authenticator refers to the prestored registration information including a characteristic vector as the characteristic information regarding each of the plurality of registered users, and outputs the identification information corresponding to an authenticated one of the plurality of registered users associated with a characteristic vector matching the generated characteristic vector.

A personal authentication method using a processor, comprising:

• measuring a first electrocardiographic waveform of a first user using a plurality of electrodes adapted to be located on the first user;
• detecting at least one of a peak of a P wave and a peak of a Q wave, a peak of a first R wave, and a peak of a second R wave in the first electrocardiographic waveform;
• acquiring a first normalized electrocardiographic waveform by expanding or contracting the first electrocardiographic waveform in a time axis direction and an amplitude direction on a basis of the detected peaks;
• and
• referring to prestored registration information including identification information regarding a plurality of registered users, and for each of the plurality of registered users characteristic information indicating characteristics of an electrocardiographic waveform, and outputting authenticated identification information regarding an authenticated one of the plurality of users corresponding to characteristic information that matches characteristic information of the first normalized electrocardiographic waveform,
• wherein in acquiring the first normalized electrocardiographic waveform, a time interval between the peak of the first R wave and the peak of the second R wave is expanded or contracted to a first predetermined time period in the time axis direction,
• wherein in acquiring the first normalized electrocardiographic waveform, (i) a time interval between the peak of the first R wave and a peak of the P wave is expanded or contracted to a second predetermined time period different from the first predetermined time period, (ii) a time interval between the peak of the first R wave and a peak of the Q wave is expanded or contracted to a third predetermined time period different from the first predetermined time period and the second predetermined time period, or (iii) a time interval between the peak of the first R wave and the peak of the P wave is expanded or contracted to the second predetermined time period and a time interval between the peak of the first R wave and the peak of the Q wave is expanded or contracted to the third predetermined time period,
• wherein the personal authentication method further comprises:
• applying a wavelet transform to the acquired first normalized electrocardiographic waveform and generating a first matrix;
• and
• selecting at least two elements from the generated first matrix and generating a first characteristic vector having the selected at least two elements, and
• wherein in outputting the authenticated identification information, the prestored registration information including characteristic vectors as the characteristic information regarding each of the plurality of registered users is referred to, and the identification information corresponding to the authenticated one of the plurality of registered users associated with a characteristic vector matching the generated first characteristic vector is output.

A personal authentication method using a processor, comprising:

• measuring a first electrocardiographic waveform of a first user using a plurality of electrodes adapted to be located on the first user;
• detecting at least one of a peak of a P wave and a peak of a Q wave, a peak of a first R wave, and a peak of a second R wave in the first electrocardiographic waveform;
• acquiring a first normalized electrocardiographic waveform by expanding or contracting the first electrocardiographic waveform in a time axis direction and an amplitude direction on a basis of the detected peaks;
• and
• referring to prestored registration information including identification information regarding a plurality of registered users, and for each of the plurality of registered users characteristic information indicating characteristics of an electrocardiographic waveform, and outputting authenticated identification information regarding an authenticated one of the plurality of users corresponding to characteristic information that matches characteristic information of the first normalized electrocardiographic waveform,
• wherein in acquiring the first normalized electrocardiographic waveform, a time interval between the peak of the first R wave and the peak of the second R wave is expanded or contracted to a first predetermined time period in the time axis direction,
• wherein in acquiring the first normalized electrocardiographic waveform, (i) a time interval between the peak of the first R wave and a peak of the P wave is expanded or contracted to a second predetermined time period different from the first predetermined time period, (ii) a time interval between the peak of the first R wave and a peak of the Q wave is expanded or contracted to a third predetermined time period different from the first predetermined time period and the second predetermined time period, or (iii) a time interval between the peak of the first R wave and the peak of the P wave is expanded or contracted to the second predetermined time period and a time interval between the peak of the first R wave and the peak of the Q wave is expanded or contracted to the third predetermined time period,
• wherein a second normalized electrocardiographic waveform is further acquired by expanding or contracting a second electrocardiographic waveform in the time axis direction and the amplitude direction,
• wherein in acquiring the second normalized electrocardiographic waveform, among the time intervals between the peaks included in the second electrocardiographic waveform, only the time interval between the peak of the first R wave and the peak of the second R wave is expanded or contracted to the first predetermined time period in the time axis direction,
• wherein the personal authentication method further comprises:
• applying a wavelet transform to the acquired first normalized electrocardiographic waveform to generate a first matrix, and applying the wavelet transform to the acquired second normalized electrocardiographic waveform to generate a second matrix;
• and
• selecting at least one element from each of the first matrix and the second matrix and generating a characteristic vector corresponding to the selected at least two elements, and
• wherein in outputting the authenticated identification information, the prestored registration information including a characteristic vector as the characteristic information regarding each of the plurality of registered users is referred to, and the identification information corresponding to an authenticated one of the plurality of registered users associated with a characteristic vector matching the generated characteristic vector is output.