Source: https://patents.google.com/patent/JP5803169B2/en
Timestamp: 2019-11-19 09:08:53
Document Index: 688754547

Matched Legal Cases: ['art 50', 'art 40', 'art 40', 'art 409', 'art 409', 'art, 4021', 'art, 4022']

JP5803169B2 - Sleep evaluation apparatus and sleep evaluation method - Google Patents
Sleep evaluation apparatus and sleep evaluation method Download PDF
JP5803169B2
JP5803169B2 JP2011055470A JP2011055470A JP5803169B2 JP 5803169 B2 JP5803169 B2 JP 5803169B2 JP 2011055470 A JP2011055470 A JP 2011055470A JP 2011055470 A JP2011055470 A JP 2011055470A JP 5803169 B2 JP5803169 B2 JP 5803169B2
JP2011055470A
JP2012187349A (en
JP2012187349A5 (en
秀孝 東郷
陽子 金光
泰子 江森
正和 堤
フェイラン ツェン
敏郎 伊藤
2011-03-14 Application filed by オムロンヘルスケア株式会社 filed Critical オムロンヘルスケア株式会社
2011-03-14 Priority to JP2011055470A priority Critical patent/JP5803169B2/en
2012-10-04 Publication of JP2012187349A publication Critical patent/JP2012187349A/en
2014-04-10 Publication of JP2012187349A5 publication Critical patent/JP2012187349A5/ja
2015-11-04 Publication of JP5803169B2 publication Critical patent/JP5803169B2/en
The present invention relates to a sleep evaluation apparatus and a sleep evaluation method, and more particularly to a sleep evaluation apparatus and a sleep evaluation method for non-invasively evaluating a sleep state of a measurement subject.
Conventionally, various techniques have been disclosed regarding devices for measuring sleep.
For example, in Patent Document 1 (Japanese Patent Laid-Open No. 2009-160001), a time change in the body movement of a measurement subject is measured using a sensor arranged under the bedding, and the measurement target is measured based on the measurement result. An apparatus for determining a person's sleep state and its quality is disclosed.
JP 2009-160001 A
However, according to the apparatus, all measurement results after the measurement subject moves on the bedding are used as a material for determining the sleep state and the quality thereof. For this reason, for example, if the subject performs a light exercise such as reading or stretching before falling asleep on the bed, the subject does not enter the sleep state spontaneously. It is assumed that the device erroneously evaluates the sleep state of the measurement subject, such as giving a determination result that it is difficult to fall asleep.
An object of this invention is to improve the precision of evaluation of the sleep state of a to-be-measured person in a sleep evaluation apparatus.
The sleep evaluation device according to the present invention discriminates the sleep state of the person to be measured based on the body movement detecting means for detecting the body movement of the person to be measured on the bed and the detection result of the body movement detecting means. And a means for inputting information before sleep of the person to be measured, and the sleep state is determined based on the information before sleep and the body movement detection result.
Preferably, the body movement detecting means steadily detects the body movement of the measurement subject on the bed, and the information before falling asleep indicates that the measurement subject has the intention to end the state before sleep. The identifying means includes information to be identified, and the discrimination means starts discrimination from the identified timing.
Preferably, the apparatus further comprises body motion information storage means for storing the body motion information detected by the body motion detection means, determines a sleep state based on the body motion information stored in the body motion information storage means, and the input means , Further receiving an input of information for specifying a period for deleting the memory of the body motion information from the body motion information storage means, and the body motion information storage means for the information for specifying the body movement corresponding to the deletion target period. Delete the memory.
Preferably, the information processing apparatus further includes a period information storage unit for storing information for specifying a period for performing the determination by the determination unit, and the determination unit performs the determination in the period specified by the information stored in the period information storage unit. To do.
Preferably, the apparatus further comprises body movement information storage means for storing body movement information detected by the body movement detection means, and the input means further receives input of information instructing interruption of detection by the body movement detection means, The motion detection means interrupts the detection of body motion in response to the input of the instruction to interrupt detection to the input means, and the body motion information storage means interrupts detection of the input means. In response to the input of the instructing information, the memory of the body motion information before the input of the information is deleted.
Preferably, the information before falling asleep is information specifying the first timing when the measurement subject is located on the bed and information specifying the second timing when the measurement subject has the intention to end the state before sleep. And calculating means for calculating a first time which is a time from the first timing to the second timing.
Preferably, the first timing is specified based on the detection result by the body motion detection means.
Preferably, the determination unit further determines a sleep level in the sleep state, and the calculation unit further calculates a second time from the second timing until the sleep level reaches a specific level, Display control means for causing the display device to display the first time and the second time is further provided.
Preferably, the input means further accepts input of information for specifying the type of action of the measurement subject during the period from the first timing to the second timing, and the display control means receives the first time and the first time. The type of action is displayed on the display device with time 2.
A sleep evaluation method according to the present invention is a sleep evaluation method executed in a sleep evaluation apparatus including a body motion detection unit for detecting a body motion of a measurement subject on a bed, the body motion detection unit Detecting the movement of the body of the measurement subject on the bed, receiving the input of the measurement subject's information before falling asleep, information before falling asleep, and the detection result of the body motion by the body motion detection means. And determining the sleep state of the person to be measured.
According to the present invention, the discriminating unit discriminates the sleep state of the measurement subject based on the information before the sleep of the subject input to the input unit.
As a result, the determination means can avoid situations where the measurement target is a period other than the period in which the measured person wishes to be the target of the sleep state evaluation as much as possible. The accuracy of evaluation can be improved.
It is a figure which shows the specific example of the external appearance of the sleep evaluation apparatus (henceforth an evaluation apparatus) concerning this Embodiment. It is the schematic showing the side surface of the evaluation apparatus. It is the schematic of the external appearance seen from diagonally upward of the evaluation apparatus. It is a block diagram which shows the specific example of the hardware constitutions of an evaluation apparatus. It is a figure explaining the usage example of an evaluation apparatus. It is a block diagram which shows the specific example of the function structure for discriminating the level of sleep in an evaluation apparatus. It is a figure which shows the specific example of the sensor signal from the body motion sensor using a Doppler sensor. (A) is a figure which shows the specific example of the respiration waveform isolate | separated from the waveform represented in FIG. 7, (B) is the specific example of the body movement waveform separated from the waveform represented in FIG. It is a figure which shows an example. (A) is a figure which shows the specific example of the discrimination | determination result in the discrimination | determination part of FIG. 6, (B) is a figure which shows the specific example of correction | amendment of the discrimination | determination result of (A). It is a figure which shows the 1st specific example of the display of the level of sleep. It is a figure which shows the 2nd specific example of a display of the level of sleep. It is a figure which shows the specific example of a display of the time before bedtime, the sleep latency time, and the kind of action before sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure which shows the specific example of the waveform which the symbolic sensor signal respond | corresponds to the level of sleep. It is a figure for demonstrating the control content based on operation with respect to the button group in the evaluation apparatus of FIG. It is a flowchart of a sleep discrimination | determination process. It is a flowchart of a button operation process.
Embodiments of the present invention will be described below with reference to the drawings. In the following description, the same parts and components are denoted by the same reference numerals. Their names and functions are also the same.
FIG. 1 is a diagram showing a specific example of the appearance of a sleep level evaluation apparatus (hereinafter abbreviated as an evaluation apparatus) 100 according to the present embodiment. FIG. 2 is a schematic diagram showing a side surface of the evaluation apparatus 100, and FIG. 3 is a schematic diagram of an appearance viewed obliquely from above.
With reference to FIGS. 1 to 3, as an example, the evaluation apparatus 100 has an appearance in which a rectangular parallelepiped or a vertically long casing processed with rounded corners is set up with respect to a pedestal.
Referring to FIG. 1, a button group 10 for operation is provided on the surface of the pedestal, and a display unit 20 is provided on the surface of the casing standing on the pedestal. In addition, the sensor 30 and the control unit 40 are included in the housing.
The button group 10 includes a delete button 10A, a floor entry button 10B, a good night button 10C, an interruption button 10D, and a data processing button 10E. The function of each button will be described later.
In the following description, the surface of the housing on which the display unit 20 is provided is also referred to as the front surface of the evaluation apparatus 100.
The evaluation apparatus 100 includes a communication unit 50 for performing wireless or wired communication. The communication part 50 is provided from the edge part on the opposite side to the base of a housing | casing as an example. The communication unit 50 is used to connect to a display device 200 such as a personal computer (hereinafter referred to as a PC) or a mobile phone, and output display data to the display device 200.
FIG. 4 is a block diagram illustrating a specific example of the hardware configuration of the evaluation apparatus 100.
Referring to FIG. 4, button group 10, sensor 30, display unit 20, and communication unit 50 are all connected to control unit 40.
The button group 10 outputs an operation signal to the control unit 40 when operated by the measurement subject.
The sensor 30 includes a body motion sensor 31 and outputs a sensor signal to the control unit 40. As the body motion sensor 31, a Doppler sensor is preferably used. In the following description, it is assumed that the body motion sensor 31 is a Doppler sensor. In addition, an ultrasonic sensor may be used.
The body motion sensor 31, which is a Doppler sensor, includes an output unit (not shown) for outputting radio waves for measurement and a reception unit. The receiving unit receives a radio wave reflected from the surface of the object to be measured among the radio waves output from the output unit, and outputs a sensor signal corresponding to a change in frequency from the output radio wave.
In addition, it may replace with the body motion sensor 31 as a body motion detection means, may provide a camera, and may detect a body motion by performing image analysis in the control part 40. FIG.
Control unit 40 includes a CPU 41 for performing overall control, and a memory 42 for storing a program executed by CPU 41.
In the control unit 40, the CPU 41 executes a display program stored in the memory 42 and performs an operation using the input operation signal and sensor signal, thereby determining a sleep level to be described later, Display data for displaying the level of the current level is generated. Moreover, the control part 40 performs various processes, such as calculation of the sleep latency time mentioned later.
The control unit 40 performs display control for performing screen display on the display unit 20 based on the display data. Furthermore, communication control for transmitting display data from the communication unit 50 to the display device 200 is executed.
The communication unit 50 may directly communicate with the display device 200 through wireless communication such as infrared communication or communication using Bluetooth (registered trademark), or may have an Internet connection function to connect the Internet. It may communicate with the display device 200 via the network.
Further, the communication unit 50 has a wireless LAN (Local Area Network) server function, and is expressed in a markup language such as HTML (Hyper Text Markup Language) for the display device 200 accessed through the wireless LAN connection. Alternatively, display data to be described later may be transmitted.
In addition, the evaluation device 100 is provided with a timer 60. The timer 60 is connected to the control unit 40. CPU41 acquires the time information from the timer 60, identifies each time such-bed time, which will be described later, is stored in the memory 4 2.
<Usage example>
FIG. 5 is a diagram for explaining an example of use of the evaluation apparatus 100.
With reference to FIG. 5, the evaluation apparatus 100 is installed in the vicinity (for example, bedside) of the to-be-measured person who is sleeping as an example. By performing the measurement operation in this state, radio waves are output from the body motion sensor 31 that is a Doppler sensor.
The radio wave output from the body motion sensor 31 mainly reaches the chest, shoulder, etc. of the person under sleep, and the change in the frequency of the reflected wave is output to the control unit 40 as a sensor signal. . Based on this change in frequency, the control unit 40 detects body movements such as chest movements and rollovers of the person under sleep, and determines the sleep level as a sleep state based on the detection results.
FIG. 6 is a block diagram illustrating a specific example of a functional configuration for determining the sleep level in the evaluation apparatus 100. Each function shown in FIG. 6 is formed on the CPU 41 by the CPU 41 executing a program stored in the memory 42, but at least a part thereof is formed by a hardware configuration such as an electric circuit. May be.
Referring to FIG. 6, evaluation apparatus 100 has an input unit 401 for receiving an input of a sensor signal from sensor 30, and a first determination unit 402 for determining a sleep state of a unit period based on the sensor signal. And a second discriminating unit 409 for discriminating the level of the sleep state for a predetermined period in which the unit period continues for a predetermined number based on the discrimination result for each unit period, and the constant based on the level of the sleep state A determination unit 403 for determining a display mode of a period, a generation unit 404 for generating display data for displaying a sleep level based on the determined display mode, and a process of storing the display data in the memory 42 A storage unit 405 for executing, a reading unit 406 for reading display data from the memory 42, and a process for displaying the read display data on the display unit 20 And it shows the control unit 407, and a communication control unit 408 for executing processing for transmitting to the display device 200 by the communication unit 50.
The evaluation apparatus 100 includes an input information processing unit 410 for processing input information from various buttons included in the button group 10.
In the example of FIG. 6, the input unit 401 directly receives a sensor signal from the sensor 30, but the sensor signal is temporarily stored in a predetermined area of the memory 42, and the input unit 401 performs an operation for display. You may make it read from there, when performing.
<Determination method of sleep level>
Here, a method for determining the sleep level in the second determination unit 409 will be described.
FIG. 7 is a diagram illustrating a specific example of a sensor signal from the body motion sensor 31 which is a Doppler sensor. FIG. 7 shows the time change of the wavelength represented by the sensor signal, which is the amount of change in the frequency of the reflected wave from the surface of the measurement subject.
Referring to FIG. 7, the waveform represented by the sensor signal includes a waveform representing body movement (chest movement) accompanying breathing of the measurement subject (hereinafter also referred to as a breathing waveform) and body movement other than breathing such as turning over. It is a synthetic wave including a waveform (hereinafter also referred to as a body movement waveform) representing (body movement).
FIG. 8 (A) and FIG. 8 (B) is a diagram showing a specific example of isolated respiratory waveform and the body motion waveform from the waveform represented in Figure 7.
The human respiration waveform when in a stable sleep state has periodicity. Therefore, when the periodicity of the respiratory waveform is within a predetermined range, that is, when the variation in the cycle is within the predetermined range, it can be said that the sleep state is generally stable.
In addition, when the patient is in a stable sleep state, body movements other than breathing such as turning over are unlikely to occur. Therefore, when the amplitude of the body motion waveform is within the predetermined range, it can be said that the sleep state is almost stable, and when it exceeds the predetermined range, it can be said that the body motion has occurred and the sleep state is not stable.
Therefore, for a certain period, it can be determined whether or not the measurement subject is in a stable sleep state based on the periodicity of the respiratory waveform in that period and the magnitude of body movements other than respiration. In this example, the determination is made using both the respiratory waveform and the body movement waveform, but at least one of the waveforms may be used.
As shown in FIG. 6, the first determination unit 402 includes a determination unit 4021 and a correction unit 4022.
The discriminating unit 4021 separates the waveform based on the input sensor signal shown in FIG. 7 into a respiratory waveform and a body motion waveform shown in FIG. 8 (A) and FIG. 8 (B) . And based on each waveform, it is discriminate | determined for every unit period (period t1, t2, t3, t4, t5 of FIG. 7) whether a to-be-measured person is in the stable sleep state. The unit period here is, for example, about 30 seconds or 1 minute. That is, when the variation in the period of the respiratory waveform in the unit period t1 is smaller than a preset threshold value, it is determined that the respiratory waveform in the unit period t1 has periodicity. Further, it is determined whether the amplitude of the body movement waveform in the unit period t1 is larger or smaller than a preset threshold value.
Then, when the respiratory waveform in the unit period t1 is periodic and the amplitude of the body motion waveform is smaller than the threshold value, the determination unit 4021 determines the sleep state of the measurement subject in the unit period t1 as a sleep state ( S). On the other hand, when the respiration waveform in the unit period t1 has no periodicity and the amplitude of the body motion waveform is larger than the threshold value, the determination unit 4021 determines the sleep state of the measurement subject in the unit period t1 as an awake state ( W). When only one of the conditions is satisfied, that is, when the respiratory waveform in the unit period t1 has periodicity or the amplitude of the body motion waveform is smaller than the threshold value, You may make it discriminate | determine.
In addition, the determination unit 4021 may determine the presence / absence of the measurement subject in a range where the radio wave output from the body motion sensor 31 reaches.
For example, after the waveform based on the sensor signal is separated into the respiratory waveform and the body motion waveform as described above, the amplitude of the waveform is higher than a specific value in either the respiratory waveform or the body motion waveform. When the small state continues for a specific time (for example, 30 seconds), the determination unit 4021 determines that there is no subject to be measured in the above range. In other cases, it is determined that the person to be measured exists in the above range. Note that the determination unit 4021 determines the presence / absence state of the subject as state (E) when it is determined that the subject is present, and the state (N) when it is determined that the subject is not present. ).
FIG. 9A is a diagram illustrating a specific example of the determination result in the determination unit 4021. As shown in FIG. 9A, the determination unit 4021 determines whether the sleep state is a stable state or the awake state for each unit period of the waveform based on the input sensor signal.
However, there may be a unit period in which body movement occurs in the sleep state or there is no body movement in the awake state and the breathing is stable. Moreover, the reflected wave from moving objects other than a to-be-measured person is received, As a result, noise may arise in a body motion waveform. Therefore, preferably, the correction unit 4022 corrects the determination result of the unit period according to the determination result of the adjacent unit periods.
As an example, FIG . 9B shows a specific example of correction of the discrimination result shown in FIG . With reference to FIG. 9A and FIG. 9B, the correction unit 4022 determines that the number of consecutive unit periods that are the same determination result is equal to or less than a predetermined number and that is the determination result opposite to the determination result. When a predetermined number of unit periods are continued before and after the continuous unit period, the determination result of the continuous unit periods is corrected to be the opposite determination result.
Specifically, the determination unit 4021 determines the awake state (W) for the unit period t7 in FIG. 9A, but the unit period determined to be the awake state (W) is continuous with respect to the unit period t7. In other words, the unit period determined to be the sleep state (S) before and after the unit period t7 continues to some extent. A similar state in which the determination result is reversed is also observed for the unit period t13.
Suppose that the threshold value of the number of consecutive determination results of the target unit period (first threshold value) is 2, and the threshold value of the number of continuous determination results of the unit periods before and after that (second threshold value). ) Is 2, for the unit period t7, the continuous number 1 of the unit periods determined to be in the awake state (W) is smaller than the first threshold value, and the determination results before and after the unit period t7 are The condition that the number of consecutive unit periods 3 is larger than the second threshold value is satisfied. Therefore, the correction unit 4022 corrects the determination result of the unit period t7 so that the sleep state (S) which is the opposite determination result is obtained.
Similarly, the correction unit 4022 corrects the determination result of the unit period t13 so as to be in the awake state (W) that is the opposite determination result.
Next, the 2nd discrimination | determination part 409 discriminate | determines a sleep level based on the discrimination | determination result of each unit period about the fixed period which the said unit period continues. The unit period here is, for example, about 5 minutes or 10 minutes.
Here, the level of sleep refers to the level of depth of sleep defined by the degree of respiratory stability, the presence or absence of body movement, and continuity. As a specific example,
Level 1: Sleep state with no movement and stable breathing,
Level 2: Sleep state with single body movement,
Level 3: Sleep state with continuous body movement,
Level 4: Awakened state with continuous body movement,
Level 5: Full awake state,
The second determination unit 409 stores, as the determination value for each level, the number of consecutive determination results for each unit period that constitutes a certain period and the ratio. As an example, FIG. 13 is a specific example of a waveform indicated by the symbolic sensor signal of level 1 above, FIG. 14 is a specific example of a waveform indicated by the symbolic sensor signal of level 2 above, and FIGS. FIG. 17 shows a specific example of the waveform indicated by the symbolic sensor signal of level 4 above, and FIG. 18 shows the waveform of the symbolic sensor signal indicated by level 5 above. In particular, the waveform shown by the sensor signal when entering the floor and FIG. 19 is a diagram showing the waveform shown by the symbolic sensor signal of level 5 and especially the waveform shown by the sensor signal when leaving the floor. The second discriminating unit 409 stores in advance the discrimination number of each level and the ratio of the discrimination results represented by the waveforms indicated by these sensor signals. FIG. 9C is a diagram illustrating a specific example of the determination result of the sleep level for each certain period. That is, with reference to FIG. 9 (B) and FIG. 9 (C), the 2nd discrimination | determination part 409, with respect to the continuation of the unit period which comprises the said fixed period, and the discrimination | determination value memorize | stored, Are compared, and the ratio of the discrimination result and the discrimination value are compared to discriminate the sleep level during the certain period.
<Example of sleep level display>
In the evaluation apparatus 100, for a certain time period, for each certain period belonging to the certain time period, the segment representing the certain period is set as a display mode corresponding to the sleep level, and the segments are displayed side by side with the passage of time.
FIG. 10 is a diagram illustrating a first specific example of display of sleep levels.
With reference to FIG. 10, as a first example, an example is shown in which the segments representing the certain period are arranged along the passage of time, and each segment is displayed in a color corresponding to the sleep level of the certain period. In addition, in FIG. 10, the display color according to the sleep level is represented by the difference in hatching for the convenience of display. The same applies to a second display example described later.
In order to perform display according to the first example, the determination unit 403 stores a display color corresponding to the sleep level in advance, and determines a display color corresponding to the determined sleep level for each predetermined period. . Then, the generation unit 404 generates display data with the segment corresponding to the certain period as the determined display color.
Display processing based on this display data is performed in the display control unit 407, or is performed in the display device 200 transmitted from the communication unit 50 under the control of the communication control unit 408. Display like this is realized.
In FIG. 10, for example, for every certain period belonging to the time zone of the day, the sleep level of the measurement subject during the certain period is displayed in a corresponding color. Therefore, the user can grasp | ascertain the transition in a certain time slot | zone of the sleep level for every fixed period of a to-be-measured person at a glance.
Here, the user may be the same as the person to be measured, or may be a person different from the person to be measured such as a doctor who analyzes information on the sleep of the person to be measured.
Furthermore, preferably, in order to display the display screen as shown in FIG. 10, the generation unit 404 displays the segments representing the predetermined period on a plurality of consecutive days arranged side by day with the same time axis. Generate display data. Thereby, the user can easily compare the transition in a certain time zone of the level of sleep for a certain period of the measurement subject for each successive day. The same applies to a second display example described later.
In the example of FIG. 10, for example, the measurement results of consecutive days such as one week are displayed side by side. However, the measurement results are not limited to consecutive days. For example, the measurement results of a specific day such as every Monday are displayed. They may be displayed side by side. This also applies to the second display example described later.
FIG. 11 is a diagram illustrating a second specific example of the display of the sleep level.
Referring to FIG. 11, as a second example, the segments representing the certain period are arranged along with the passage of time, and an axis representing the sleep level is set in a direction orthogonal to the time axis. The example which displays at the position according to the sleep level of the said axis | shaft at least is shown. More preferably, as shown in FIG. 11, each segment is also displayed in a color corresponding to the sleep level for the certain period.
In order to perform the display according to the second example, the display position of the segment on the axis representing the sleep level is determined. Then, the generation unit 404 generates display data having the segment corresponding to the certain period as the determined display position. When the display color is also determined, it is determined in the same manner as in the first example.
The display processing based on the display data is performed in the display control unit 407, or is performed in the display device 200 transmitted from the communication unit 50 under the control of the communication control unit 408. Display like this is realized.
In FIG. 11, for example, for a certain period belonging to the time zone of the day, the segment representing the certain period corresponds to the sleep level of the measured person with respect to the axis indicating the sleep level orthogonal to the time axis. Displayed at the selected position. Therefore, the user can grasp at a glance and intuitively the transition of the sleep level of the measurement subject for a certain period of time in a certain time zone.
In the examples of FIGS. 10 and 11, the display is performed by expressing the segments as segments at regular intervals and arranging the segments along the passage of time. However, the display is not limited to the display using the segment, and may be another display such as a display in which the entire predetermined time period is a bar graph and the corresponding time is a display color corresponding to the sleep level. .
<Overview of operation>
As described with reference to FIG. 5, the evaluation apparatus 100 detects the movement of the body of the measurement subject who is sleeping in the bed (“bed” is illustrated in FIG. 5), and based on the detected movement. The sleep level of the measurement subject is determined. Then, the discrimination result is displayed on the display device as shown in FIG. 10 or FIG.
Here, the measurement subject may not necessarily plan to go to sleep immediately after moving to the bed. For example, the measurement subject may be planning to go to sleep after moving to the bed, taking a predetermined time for reading, and so on. In the present specification, an action other than sleep after moving to the bed, such as “reading” described above, is referred to as “pre-sleep action”. And the evaluation apparatus 100 can further manage, display, etc. also about the information of the period until a to-be-measured person goes to bed after going to bed, including the action before falling asleep.
Hereinafter, the operation of the evaluation apparatus 100 for managing information including the behavior before sleep will be described.
In the evaluation apparatus 100, the measurement subject operates the entrance button 10B when moving to the bed. Further, the measurement subject inputs the type of pre-sleep action to the evaluation apparatus 100. In addition, after the person to be measured moves to the bed, performs a pre-sleeping action, and then operates the good night button 10C at a timing with the intention of going to sleep. In other words, for example, after moving to the bed, the measurement subject performs a pre-sleeping action such as reading, and then operates the good night button 10C when he / she thinks “Let's go to sleep”.
The CPU 41 stores, in the memory 42, the time when the entry button 10B is operated (the entry time) and the time when the sleep button 10C is operated (measurement start time) for each sleep period. The “sleep period” will be described later.
In the evaluation apparatus 100, the person to be measured operates the good night button 10C again when getting up. The CPU 41 stores the time (measurement end time) when the good night button 10 </ b> C is operated again for each sleep period in the memory 42.
In the present embodiment, a period from when the good night button 10C is first operated until the good night button 10C is operated again, that is, a period from the measurement start time to the measurement end time is referred to as a sleep period.
Table 1 is a diagram schematically illustrating an example of information stored in order to perform display related to the pre-sleep action for each sleep period.
Referring to Table 1, the memory 42 stores an entry time, a measurement start time, and a measurement end time. For each time, the date before “/” represents the date and the time after.
Further, CPU 41 stores the first time the level of sleep reaches the "level 3", the memory 42 as a level 3 arrival times at each drowsiness sleep period. Even at the level 3 arrival time, the date before “/” represents the date, and the time after the “/”.
Then, the CPU 41 calculates the required time from the measurement start time to the level 3 arrival time, and stores it in the memory 42 as the sleep latency time.
In addition, the CPU 41 calculates the required time from the bed entry time to the measurement start time and stores it in the memory 42 as the time before going to bed.
Further, CPU 41, for each drowsiness sleep period, by accepting an operation such as a button group 10 receives an input of information for specifying the type of pre-sleep behavior, is stored in the memory 42 as the pre-sleep behavior type information.
<Pre-sleep information display>
Based on the information described with reference to Table 1, the CPU 41 causes the display device to display the time before sleep and the sleep latency time for each sleep period together with the type of action before sleep. FIG. 12 is a diagram illustrating an example of a screen on which such display is performed.
As shown in FIG. 12, for each sleep period, the type of pre-sleep action (yoga, reading, etc.), the time before bedtime, and the sleep latency time are stored in association with each other. In the display of FIG. 12, the date is, for example, the date to which the measurement start time belongs.
With the display as shown in FIG. 12, the measurement subject can easily understand the relationship between the behavior before going to sleep and the sleep latency, and the relationship between the time before sleep and the sleep latency, in an ideal manner. The user's own action (for example, the type of action before falling asleep) can be selected so that sleep can be taken.
In addition, what is displayed with sleep latency time should just be at least one of the kind of action before sleep, or the time before bedtime.
<Operation flow of sleep discrimination processing>
FIG. 21 is a flowchart of processing (sleep discrimination processing) for discriminating the sleep state of the measurement subject in the evaluation apparatus 100. This process is started, for example, when the evaluation apparatus 100 is turned on. Note that the operation in this process is realized by the CPU 41 reading and executing a display program stored in the memory 42 and exhibiting the functions shown in FIG.
In the sleep determination process, the CPU 41 sets ON / OFF of each flag of the measurement flag and the signal acquisition stop flag. In the initial state of the evaluation apparatus 100, both the measurement flag and the signal acquisition stop flag are set to OFF. The function of each flag will be described later.
Referring to FIG. 21, when power is turned on to evaluation apparatus 100, CPU 41 initializes evaluation apparatus 100 in step S10, and advances the process to step S20.
In step S20, the CPU 41 determines whether or not the state of the signal acquisition stop flag is OFF. If the CPU 41 determines that the signal acquisition stop flag is OFF, the process proceeds to step S30. On the other hand, if it is ON, it waits in step S20 until it is turned OFF.
In step S30, CPU41 starts acquisition of the sensor signal using the body motion sensor 31, and advances a process to step S40.
In step S40, the CPU 41 determines whether or not the state of the measurement flag is ON. If it is determined that the measurement flag is ON, the process proceeds to step S50. If it is OFF, it waits in step S40 until it is turned ON.
In step S <b> 50, the CPU 41 determines whether or not the measurement target exists within the detection range of the body motion sensor 31, that is, whether or not the subject is within the range where the radio wave output from the body motion sensor 31 reaches. To do. For example, as described above, after the waveform of the signal output from the body motion sensor 31 is separated into a respiratory waveform and a body motion waveform as described above, the amplitude of the waveform is determined in either the respiratory waveform or the body motion waveform. This is realized based on whether or not a state smaller than a specific value has continued for a specific time (for example, 30 seconds). If it is determined that there is a person to be measured, that is, if it is determined that the state is (E), the CPU 41 advances the process to step S60. If it is determined that there is no person to be measured, that is, if it is determined that the state is (N), the process proceeds to step S70 without performing the process of step S60.
In step S60, CPU41 discriminate | determines the level of sleep and advances a process to step S70. In step S60, the CPU 41, for example, for each of the respiratory waveform and the body motion waveform obtained in step S50, sets the periodicity of the respiratory waveform for each preset unit period and / or the amplitude of the body motion waveform. Based on the size, the sleep state in that period is determined for each unit period. Further, the determination result is corrected according to the determination result of the adjacent unit periods. Further, the sleep level is determined based on the determination result of each unit period for a certain period in which the unit periods are continuous. Then, the obtained sleep level is stored in the memory 42 together with time information corresponding to the sleep level.
In step S70, the CPU 41 determines whether or not the state of the signal acquisition stop flag is ON. If it is determined that the signal acquisition stop flag is ON, the process proceeds to step S80. On the other hand, if it is determined to be OFF, the process proceeds to step S90.
In step S80, CPU41 stops acquisition of the sensor signal using the body motion sensor 31, and returns a process to step S20.
In step S90, the CPU 41 determines whether or not the state of the measurement flag is OFF. If it is determined that the measurement flag is OFF, the process returns to step S40. On the other hand, if it is determined to be ON, the process proceeds to step S50.
In the sleep determination process described above, a sensor signal is acquired using the body motion sensor 31 on the condition that the state of the signal acquisition stop flag is OFF (steps S20, 30, 70, and 80). If the state of the flag is O N, the acquisition of the sensor signals is not performed. The body motion sensor 31 is preferably controlled so as to output a measurement radio wave only during a period when sensor signals are acquired, for example.
In the sleep discrimination process, the sleep level is discriminated on the condition that the state of the measurement flag is ON (steps S40, 60, 90). When the state of the flag is OFF, the sleep level is not determined.
<Operation flow of button operation processing>
In the evaluation apparatus 100, operations for various buttons constituting the button group 10 are accepted in parallel with various processes such as a sleep determination process. FIG. 22 is a flowchart of processing (button operation processing) for operating in response to an operation on the button group 10. Hereinafter, the contents of the processing will be described with reference to FIG.
In the button operation process, first, in step SA10, the CPU 41 determines whether or not an operation has been performed on any button in the button group 10. If it is determined that an operation has been performed, the process proceeds to step SA20.
In step SA20, the CPU 41 executes the processing content corresponding to the operated button type, and returns the processing to step SA10.
Here, the processing content for each button executed in step SA20 will be described.
When the operated button is the entry button 10B, the CPU 41 stores the time measured by the timer 60 at that time in the memory 42 as the entry time.
When the operated button is the good night button 10C, the CPU 41 switches ON / OFF of the state of the measurement flag. That is, when the good night button 10C is operated while the flag is ON, the CPU 41 turns OFF the flag. On the other hand, when the good night button 10C is operated when the state of the flag is OFF, the CPU 41 turns the state of the flag ON.
When the operated button is the data processing button 10E, the CPU 41 receives input of information specifying the type of pre-sleep action. In this case, for example, in response to the operation of the data processing button 10E, the candidate for the type of pre-sleep action stored in the memory 42 in advance is displayed on the display unit 20.
Candidates include “reading”, “music appreciation”, “stretching”, “yoga”, “others”, for example. Then, the CPU 41 accepts input of information specifying the type of pre-sleep action from the candidates based on the operation of various buttons included in the button group 10.
When the operated button is the delete button 10A, the CPU 41 starts from the time when the state of the previous measurement flag in the signal waveform output from the body motion sensor 31 stored in the memory 42 is turned off. The signal waveform memory corresponding to the period up to the point when the delete button 10A is operated is deleted.
When the operated button is the interrupt button 10D, the time when the state of the previous measurement flag in the signal waveform in the memory 42 is turned off is the same as when the delete button 10A is operated. The signal waveform memory corresponding to the period up to the point when the interrupt button 10D is operated is deleted, and the signal acquisition stop flag is turned on.
<Summary of operation flow>
In the evaluation device 100, the button operation process is executed in parallel with the sleep determination process.
Thereby, the determination of the sleep level is started in response to the first operation on the good night button 10C (steps S40 to S60). Then, according to the second operation on the good night button 10C, the determination of the sleep level ends (steps S90 and S40). The sleep period ends by the second operation on the good night button 10C. Thereby, when the good night button 10C is further operated, it is handled as the first operation.
Further, in the evaluation apparatus 100, when the delete button 10A is operated, the storage of the signal waveform detected by the body motion sensor 31 from the end of the latest sleep period until the time when the operation is performed is deleted. . In the evaluation apparatus 100, the acquired waveform is stored in the memory 42 from the start of acquisition of the signal waveform detected by the body motion sensor 31 in step S30 until the acquisition of the signal is stopped in step S80. Shall. Then, by executing the process of deleting the memory in response to the operation of the delete button 10A as described above, the signal waveform is stored for the period during which the measured person does not wish to leave the memory in the evaluation apparatus 100. It can be deleted by the measurement subject's voluntary operation.
Furthermore, in the evaluation apparatus 100, when the interrupt button 10D is operated, the storage of the signal waveform detected by the body motion sensor 31 from the end of the latest sleep period until the time when the operation is performed is erased. At the same time, the detection of the signal by the body motion sensor 31 is also stopped (step S80). In this case, the detection of the signal by the body motion sensor 31 is performed by operating the interrupt button 10D again to turn off the signal acquisition stop flag (YES in step S20) or by initializing the evaluation apparatus 100. The process is not resumed until the flag state is turned off (step S10).
<Effect of Example>
By performing the above operation in the evaluation apparatus 100, it is possible to avoid as much as possible a situation in which a period other than the period in which the sleep state is desired to be evaluated is the target of the evaluation. Can improve the accuracy of sleep state evaluation.
In the evaluation apparatus 100, the CPU 41 controls the sleep level determination and the signal detection by the body motion sensor 31 as described above based on operations on various buttons included in the button group 10. .
The details of the control will be described more specifically with reference to FIG.
20 (A) and 20 (B) are diagrams showing temporal changes in signals input from the body motion sensor 31 to the control unit 40 together with timings of operations on various buttons of the button group 10.
First, referring to FIG. 20A, after the start of power-on for the evaluation apparatus 100, when the first interruption button 10D is operated at time T1, the state of the signal acquisition stop flag is turned ON, and the body Input of signals from the motion sensor 31 to the control unit 40 (storage in the memory 42) is stopped.
At time T2, when the operation on the interrupt button 10D is performed again, the signal acquisition stop flag is turned off, and the signal input from the body motion sensor 31 to the control unit 40 (storage in the memory 42) is resumed. To do.
In other words, in the evaluation apparatus 100, if the operation on the interruption button 10D is not performed, a signal is input from the body motion sensor 31 to the control unit 40 on a regular basis (without interruption after step S10 (FIG. 21)). The input signal is stored in the memory 42.
When an operation is performed on the entry button 10B at time T3, the time T3 is stored in the memory 42 as the entry time.
At time T4, when an operation is performed on the good night button 10C, the state of the measurement flag is turned on, and the determination of the sleep level is started.
At time T5, when the operation on the good night button 10C is performed again, the state of the measurement flag is turned off, and the determination of the sleep level ends.
At time T6, when the operation on the interrupt button 10D is performed, the state of the signal acquisition stop flag is turned ON, and the input of signals from the body motion sensor 31 to the control unit 40 (storage in the memory 42) is stopped. The
Further, when the operation on the interrupt button 10D is performed (time T5 in FIG. 20A) immediately before the measurement flag is turned off by the operation on the interrupt button 10D (time in FIG. 20A). The detection signal of the body motion sensor 31 in the memory 42 until T6) is deleted.
In the present embodiment, when the signal acquisition stop flag is turned on, not only the signal detected by the body motion sensor 31 is stored in the memory 42 but also the input of the signal to the control unit 40 is performed. Although it has been stopped, it is sufficient that at least the storage in the memory 42 is stopped.
Referring to FIG. 20B, when the signal acquisition stop flag is OFF and the measurement flag is ON and the operation on the good night button 10C is performed at time T11, the measurement flag of The state is turned off, and the detection of the sleep level ends.
Thereafter, when an operation is performed on the delete button 10A at time T12, a time (time T12) when the operation is performed on the delete button 10A from the time when the measurement flag was turned off immediately (time T11 in FIG. 20B). The storage of the detection signal of the body motion sensor 31 in the memory 42 is deleted.
As described above, in this embodiment, when the interrupt button 10D or the delete button 10A is operated, the body in the memory 42 from the time when the immediately previous measurement flag is turned off until the time when the operation is performed on each button is performed. The memory of the detection signal of the motion sensor 31 is deleted. Here, the memory of the detection signals corresponding to all the periods before each button is operated may be deleted, not from the time when the immediately preceding measurement flag is turned off.
Further, the determination of the sleep level in the present embodiment may be performed simultaneously with the acquisition of the detection signal of the body motion sensor 31, or various displays shown in FIGS. It may be performed when an instruction to this effect is given. Furthermore, the detection level of the body motion sensor 31 in the memory 42 may be transmitted to another computer and processed by the other computer to determine the sleep level.
In the present embodiment, the CPU 41 accepts input of information specifying the type of pre-sleep activity by operating the buttons in the button group 10 including the data processing button 10E.
Note that the information specifying the type of pre-sleep action may be input from another device, such as input based on an operation on the input device connected to the evaluation device 100.
In the evaluation apparatus 100, the CPU 41 determines the sleep level of the measurement subject in response to the sleep button 10C being operated. In this example, the person to be measured intends to end the state before sleep as information (timing specifying information) for specifying the timing for starting the determination of the state by the determining means by operating the good night button 10C. Enter the information that occurred. Moreover, CPU41 discriminate | determines another to-be-measured person's sleep state and awakening state by discriminating the level of sleep of a to-be-measured person. For example, discriminating from the above level 4 or level 5 corresponds to discriminating the state of the person being measured as an awake state. Moreover, discriminating that it is in any one of the above-mentioned level 1 to level 3 corresponds to discriminating the state of the person being measured as a sleep state. As a result, the person to be measured can input an instruction to the input means when he / she wants to enter the sleep state spontaneously after moving on the bed, and can start discrimination by the discrimination means. Therefore, in the evaluation apparatus 100, it is possible to avoid as much as possible a situation in which a period other than a period in which the measurement subject desires to be a target of sleep state evaluation (that is, sleep level discrimination). The accuracy of evaluation of the sleep state by the evaluation apparatus 100 can be improved.
Moreover, in the evaluation apparatus 100, the various buttons of the button group 10 do not necessarily have to be operated by the measurement subject.
In the evaluation apparatus 100, the start / stop timing of the sleep level determination is adjusted according to the operation timing of the good night button 10C. Note that at least one timing (start time, stop time) of the start or stop of the determination of the sleep level may be stored in the memory 42 in advance. And when each time memorize | stored in the memory 42 comes, CPU41 switches ON / OFF of the state of a measurement flag, and starts / stops discrimination | determination of a sleep level.
However, when the “start time” stored in the memory 42 arrives, the CPU 41 switches the state of the measurement flag to ON. That is, if the state of the measurement flag is already ON when the start time has arrived, the CPU 41 does not switch the state of the flag at this timing.
In addition, when the “stop time” stored in the memory 42 comes, the CPU 41 switches the state of the measurement flag to OFF. That is, if the state of the measurement flag is already OFF when the stop time has arrived, the CPU 41 does not switch the state of the flag at this timing.
10 button group, 10A delete button, 10B enter button, 10C sleep button, 10D interrupt button, 10E data processing button, 20 display unit, 30 sensor, 31 body motion sensor, 40 control unit, 41 CPU, 42 memory, 50 communication Unit, 100 evaluation device, 200 display device, 401 input unit, 402 first determination unit, 403 determination unit, 404 generation unit, 405 storage unit, 406 reading unit, 407 display control unit, 408 communication control unit, 409 second determination Part, 4021 discriminating part, 4022 correction part.
A body motion detecting means that detect the movement of the body of the measured person on the bed,
Means for receiving the input operation of the measurement subject and obtaining a first timing when the measurement subject has moved to the bed;
Means for acquiring a second timing at which the measured person has an intention to go to sleep in response to the input operation of the measured person, or acquiring a second timing stored in advance;
Based on the detection result of the motion of the body motion detected by the detecting means that said measurement subject's body after said second timing, and determine by means you determine the sleep state of the subject,
Display means for displaying a first time from the first timing to the second timing and the sleep state of the measurement subject determined by the determination means or transmitting the display data to a display device; A sleep evaluation device.
Means for receiving information indicating the type of action of the measurement subject during the period from the first timing to the second timing;
The sleep evaluation apparatus according to claim 1, wherein the display unit displays or transmits display data for information specifying the type of the measurement subject's action in addition to the first time and the sleep state. .
The determining means further determines the level of sleep of the measurement subject ,
Wherein the display means further for the second time is the time from the second timing to said level of sleep of the subject reaches a certain level, the transmission of the display or display data, according to claim 1 or 2. The sleep evaluation apparatus according to 2.
The sleep evaluation apparatus according to claim 1, wherein the display unit performs display or transmission of display data for each of the first time and the sleep state for each of a plurality of dates.
The body movement detecting means is constantly detecting the movement of the body of the measurement subject on the bed ,
The sleep evaluation apparatus according to any one of claims 1 to 4, wherein the determination unit starts determining the sleep state of the measurement subject from the specified second timing.
Means for acquiring a third timing when the measurement subject wakes up in response to the input operation of the measurement subject;
The sleep evaluation apparatus according to claim 1, wherein the display unit further performs display or transmission of display data for the third timing.
Body motion information storage means for storing body motion information including detection results of the body motion of the measurement subject detected by the body motion detection means ;
Means for receiving an input operation of the subject to instruct deletion of the body movement information ;
The sleep evaluation according to claim 6 , wherein the body motion information storage unit receives the instruction to delete the body motion information and deletes the body motion information stored after the previous third timing is acquired. apparatus.
Means for receiving an input operation of the subject to instruct interruption , and
The body movement information storage means receives the interruption instruction , deletes the body movement information stored after the previous third timing is acquired, and stops the acquisition of the body movement information. Item 7. The sleep evaluation device according to Item 6 .
A sleep evaluation method executed in the sleep evaluation device provided with a body motion detecting means that detect the movement of the body of the measured person on the bed,
Receiving the measurement subject's input operation and obtaining a first timing when the subject moves to the bed;
Receiving the measurement subject's input operation, obtaining a second timing at which the measurement subject has an intention to go to sleep, or obtaining a pre-stored second timing;
A step of based on the detection result of the motion of said detected of the subject body, to determine the sleep state of the measured person by said body motion detecting means after said second timing,
A sleep comprising: displaying a first time calculated from the first timing to the second timing and the determined sleep state of the measured person or transmitting display data to a display device Evaluation method.
JP2011055470A 2011-03-14 2011-03-14 Sleep evaluation apparatus and sleep evaluation method Active JP5803169B2 (en)
JP2011055470A JP5803169B2 (en) 2011-03-14 2011-03-14 Sleep evaluation apparatus and sleep evaluation method
DE112011105037T DE112011105037T5 (en) 2011-03-14 2011-12-20 Sleep evaluation device and sleep evaluation method
PCT/JP2011/079520 WO2012124235A1 (en) 2011-03-14 2011-12-20 Sleep evaluation device and sleep evaluation method
US13/982,441 US9072491B2 (en) 2011-03-14 2011-12-20 Sleep evaluation device and sleep evaluation method
CN201180069083.4A CN103415249B (en) 2011-03-14 2011-12-20 Sleep evaluation device and a sleep evaluation method
JP2012187349A JP2012187349A (en) 2012-10-04
JP2012187349A5 JP2012187349A5 (en) 2014-04-10
JP5803169B2 true JP5803169B2 (en) 2015-11-04
ID=46830334
JP2011055470A Active JP5803169B2 (en) 2011-03-14 2011-03-14 Sleep evaluation apparatus and sleep evaluation method
US (1) US9072491B2 (en)
JP (1) JP5803169B2 (en)
CN (1) CN103415249B (en)
DE (1) DE112011105037T5 (en)
WO (1) WO2012124235A1 (en)
JP6451326B2 (en) * 2015-01-08 2019-01-16 アイシン精機株式会社 Sleep determination device
CA3015596A1 (en) * 2016-03-28 2017-10-05 Fujitsu Limited Information processing device, information processing method and recording medium
JP6385398B2 (en) * 2016-07-28 2018-09-05 富士通株式会社 Activity amount processing apparatus, activity amount processing method, and activity amount processing program
CA2056370C (en) * 1990-03-09 1998-08-11 Hiroyuki Ogino Sleep detecting apparatus
EP1601329A4 (en) * 2003-02-28 2010-08-25 Cons Res Of Richmond Inc Automated insomnia treatment system
JP2004344265A (en) * 2003-05-21 2004-12-09 Sanyo Electric Co Ltd Sleep diagnosis supporting server and program
EP1919359B1 (en) 2005-07-26 2018-04-25 Panasonic Intellectual Property Management Co., Ltd. Illumination system
JP2007195823A (en) * 2006-01-27 2007-08-09 Daikin Ind Ltd Sleep information providing system
JP5106781B2 (en) * 2006-01-30 2012-12-26 学校法人日本大学 Body wearing device with sleep sensor and sleep notification control method
US8821418B2 (en) * 2007-05-02 2014-09-02 Earlysense Ltd. Monitoring, predicting and treating clinical episodes
JP4680252B2 (en) 2007-12-28 2011-05-11 株式会社タニタ Sleep evaluation apparatus and sleep evaluation method
JP2009225971A (en) * 2008-03-21 2009-10-08 Toshiba Corp Sleeping condition measuring apparatus, and method
CN102300500B (en) * 2009-01-28 2015-01-28 皇家飞利浦电子股份有限公司 Entrance information system and method for issuing entrance instructions for a sleeping room by an entrance information system
BRPI1009049A2 (en) * 2009-06-04 2016-03-08 Koninkl Philips Electronics Nv "system designed to facilitate cognitive behavioral therapy for a patient with insomnia"
WO2010151802A2 (en) * 2009-06-26 2010-12-29 Madison Research Technologies, Inc. System for monitoring patient safety suited for determining compliance with hand hygiene guidelines
US8749360B2 (en) * 2010-01-04 2014-06-10 Sdi Technologies, Inc. Systems and methods for sleep management
US20110267196A1 (en) * 2010-05-03 2011-11-03 Julia Hu System and method for providing sleep quality feedback
WO2013134154A1 (en) * 2012-03-06 2013-09-12 Movado Llc Portable electronic timepiece with touch sensitive user interface
2011-03-14 JP JP2011055470A patent/JP5803169B2/en active Active
2011-12-20 DE DE112011105037T patent/DE112011105037T5/en active Pending
2011-12-20 CN CN201180069083.4A patent/CN103415249B/en active IP Right Grant
2011-12-20 US US13/982,441 patent/US9072491B2/en active Active
2011-12-20 WO PCT/JP2011/079520 patent/WO2012124235A1/en active Application Filing
CN103415249B (en) 2015-09-23
US20130324889A1 (en) 2013-12-05
WO2012124235A1 (en) 2012-09-20
JP2012187349A (en) 2012-10-04
CN103415249A (en) 2013-11-27
US9072491B2 (en) 2015-07-07
DE112011105037T5 (en) 2013-12-19
DE60119414T2 (en) 2007-04-19 Portable device for life support
US20160125151A1 (en) 2016-05-05 Physiological Parameter Measuring Platform Device Supporting Multiple Workflows
US9909917B2 (en) 2018-03-06 Interactive body weight scale system and method
US20170100076A1 (en) 2017-04-13 Mattress with alarm features
JP6392875B2 (en) 2018-09-19 Information processing system, information processing server, information processing program, and information providing method
US10016169B2 (en) 2018-07-10 Physiological parameter measuring platform device supporting multiple workflows
JP5742441B2 (en) 2015-07-01 Biological information processing device
EP2937844A1 (en) 2015-10-28 Monitoring a driver of a vehicle
US20190150786A1 (en) 2019-05-23 User Interface Enhancements for Physiological Parameter Monitoring Platform Devices
US20060020178A1 (en) 2006-01-26 System and method for assessing sleep quality
JP4327825B2 (en) 2009-09-09 Body-worn life support device and method
JP6525496B2 (en) 2019-06-05 Display device, remote control device for controlling display device, control method for display device, control method for server, and control method for remote control device
JP5682504B2 (en) 2015-03-11 Safety monitoring device
2015-09-07 A61 First payment of annual fees (during grant procedure)
Ref document number: 5803169