# US 12,593,992 B2 · Sphygmomanometer, personal authentication method on a sphygmomanometer, and computer-readable recording medium

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- Number: US 12,593,992 B2
- Document ID: US12593992B2
- Status: Granted
- Kind: B2
- Application number: 18/136,032
- Filed: 2023-04-18
- Published: 2023-08-17
- Granted: 2026-04-07
- Earliest claimed: 2020-11-30
- Assignees: Omron Healthcare Co., Ltd.
- Applicants: OMRON HEALTHCARE Co., Ltd.
- Inventors: Sho Terazawa
- Web page: https://patentgrep.com/patent/US12593992B2

## CPC

- A61B 5/02108: {from analysis of pulse wave characteristics}
- A61B 5/022: by applying pressure to close blood vessels, e.g. against the skin; Ophthalmodynamometers
- A61B 5/02225: {using the oscillometric method}
- A61B 5/117: Identification of persons (methods or arrangements for recognising patterns, e.g. fingerprints, G06F18/00, G06V40/00; identification of persons by analysing their voice or speech G10L17/00)
- A61B 5/7264: {Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems}
- A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D)

## Abstract

A sphygmomanometer of the present invention includes a cuff for compressing a site to be measured of a subject, and measures a blood pressure by observing a pressure of the cuff. The sphygmomanometer includes a feature acquisition unit that acquires feature information regarding a pressure change pattern of a subject to be authenticated. The pressure change pattern rises while increasing its increase rate with a lapse of time from a start of pressurization in a pressurization process of a cuff. The sphygmomanometer further includes an authentication unit that compares the acquired feature information with registered feature information regarding a user registered in advance, and performs personal authentication on the subject.

## Claims

### Claim 1

A sphygmomanometer including a cuff configured to compress a site to be measured of a subject and measuring a blood pressure by observing a pressure of the cuff, the sphygmomanometer comprising:
a pump and a valve each fluidly connected to the cuff;
a pressure sensor that detects a pressure of the cuff; and
a processor, wherein
the processor is configured to act as:
a pressure control unit to perform control, while acquiring the pressure of the cuff from the pressure sensor, so as to supply a fluid from the pump to the cuff to pressurize the cuff or discharge the fluid from the cuff through the valve to depressurize the cuff;
a blood pressure calculation unit to calculate a blood pressure based on the pressure of the cuff;
a feature acquisition unit to acquire, for a subject to be authenticated, feature information regarding a pressure change pattern of the cuff with a lapse of time from a start of pressurization in a pressurization process of the cuff, the feature information including feature information regarding a direct-current pressure change pattern whose increase rate increases over time according to a direct-current component of the pressure of the cuff; and
an authentication unit to perform personal authentication on the subject by comparing the acquired feature information with registered feature information on a user registered in advance.

### Claim 2 (depends on 1)

The sphygmomanometer according to claim 1, wherein
the processor is configured, when acting as the authentication unit, to:
create a feature amount space having, as coordinate axes, different feature amounts included in the feature information regarding the pressure change pattern,
calculate, in the feature amount space, a point corresponding to the registered feature information for the user registered in advance, and set an allowable range in which the subject is recognized to be the user registered in advance around the point corresponding to the registered feature information; and
determine, in the feature amount space, that the subject is the user registered in advance when a point corresponding to the acquired feature information of the subject falls within the allowable range, and determine that the subject is not the user registered in advance when the point corresponding to the acquired feature information of the subject does not fall within the allowable range.

### Claim 3 (depends on 1)

The sphygmomanometer according to claim 1, wherein the processor is further configured to act as:
a first pressure detection unit to extract, in the pressurization process of the cuff, the direct-current component from the pressure of the cuff, and thereby to detect the direct-current pressure change pattern; and
a second pressure detection unit to extract, in the pressurization process of the cuff or a depressurization process subsequent to the pressurization process, a pressure fluctuation component due to a pulse wave indicated by the site to be measured from the pressure of the cuff, and thereby to detect a one-beat-by-beat waveform pattern, and wherein
the processor is configured:
when acting as the feature acquisition unit, to acquire, as the feature information, a one-beat feature amount of the one-beat-by-beat waveform pattern in addition to a direct-current feature amount of the direct-current pressure change pattern, and
when acting as the authentication unit, to perform personal authentication on the subject by comparing the acquired one-beat feature amount with a one-beat feature amount registered in advance, in addition to comparing the acquired direct-current feature amount with a direct-current feature amount registered in advance.

### Claim 4 (depends on 3)

The sphygmomanometer according to claim 3, wherein
the processor is configured, when acting as the authentication unit, not to use the one-beat feature amount but to use only the direct-current feature amount for personal authentication of the subject under a predetermined first condition.

### Claim 5 (depends on 1)

The sphygmomanometer according to claim 1, further comprising:
a memory, wherein
the processor is further configured, in advance before performing the personal authentication, to act as a feature registration unit to acquire feature information regarding the pressure change pattern of the subject in the pressurization process of the cuff, and to perform control to store the acquired feature information in the memory as the registered feature information in association with the subject.

### Claim 6 (depends on 5)

The sphygmomanometer according to claim 5, wherein
the processor is further configured, when it is determined that the subject is a user registered in advance, to act as an update unit to update the registered feature information of the user under a predetermined second condition using the feature information acquired for the subject.

### Claim 7 (depends on 1)

The sphygmomanometer according to claim 1, further comprising:
a memory; and
a neural network including an input layer, a plurality of intermediate layers, and an output layer each including a plurality of nodes, the neural network having been learned by weighting between each of the nodes, such that, when any one of feature vectors each representing the feature information regarding the pressure change pattern of one of a plurality of teacher users is fed to the input layer, the neural network generates, to the output layer via the plurality of intermediate layers, output information representing a teacher user corresponding to the fed feature information, wherein
the processor is further configured, in advance before performing the personal authentication, to act as a feature registration unit to perform control of:
acquiring, for each user, feature information regarding the pressure change pattern of the user for a user group including the plurality of teacher users and/or users other than the plurality of teacher users in the pressurization process of the cuff,
feeding the acquired feature information to the input layer of the neural network as a feature vector, and
storing information appearing in a certain intermediate layer among the plurality of intermediate layers in the memory as the registered feature information in association with the user, and wherein
the processor is configured, at a stage of performing the personal authentication:
when acting as the feature acquisition unit, to acquire feature information regarding the pressure change pattern of the subject to be authenticated in the pressurization process of the cuff, and
when acting as the authentication unit, to feed the acquired feature information as a feature vector to the input layer of the neural network, to compare information appearing in the certain intermediate layer among the plurality of intermediate layers with the registered feature information of each user of the user group registered in the memory, and to determine whether or not the subject is a user included in the user group.

### Claim 8 (depends on 1)

The sphygmomanometer according to claim 1, wherein
the processor is configured, when acting as the authentication unit, to cancel the personal authentication under a predetermined third condition.

### Claim 9 (depends on 1)

A personal authentication method on the sphygmomanometer according to claim 1,
wherein the personal authentication method is executed by the processor and comprises:
acquiring, for a subject to be authenticated, feature information regarding a pressure change pattern of the cuff with a lapse of time from a start of pressurization in a pressurization process of the cuff, the feature information including feature information regarding a direct-current pressure change pattern whose increase rate increases over time according to a direct-current component of the pressure of the cuff; and
performing personal authentication on the subject by comparing the acquired feature information with registered feature information on a user registered in advance.

### Claim 10 (depends on 9)

A non-transitory computer-readable recording medium storing a program for causing a computer to execute the personal authentication method on the sphygmomanometer according to claim 9.