Sleep apnea syndrome testing apparatus, test method for sleep apnea syndrome and tangible recording medium recording program

• US 9,307,950 B2
• Filed: 01/23/2012
• Issued: 04/12/2016
• Est. Priority Date: 07/24/2009
• Status: Active Grant

• Current Assignee: Fujitsu Limited
• Original Assignee: Fujitsu Limited
• Inventors: Tanaka, Masakiyo, Suzuki, Masanao, Ota, Yasuji
• Primary Examiner(s): Natnithithadha, Navin
• Assistant Examiner(s): WEARE, MEREDITH H
• Application Number:
  US13/355,860
• Publication Number:
  US 20120190996A1
• Time in Patent Office: 1,541 Days
• Field of Search: 600529-543, 600/586
• US Class Current: 1/1
• CPC Class Codes: A61B 5/4818 Sleep apnoea
• CPC Class Codes: A61B 5/7257 using Fourier transforms
• CPC Class Codes: A61B 7/003 Detecting lung or respiration noise

Abstract

A sleep apnea syndrome testing apparatus includes: an analyzing unit that analyzes every unit time a sound signal resulting from a subject during sleep; a determining unit that determines whether a unit time of the sound signal includes a breath sound or a characteristic sound produced when a patient with sleep apnea syndrome recovers from an apneic state into a breathing state, and the determining unit that determines that the sleep state of the subject in the unit time is any one of “breathing restored state,” “state with breathing,” and “state without breathing;” a storage unit in which a sleep state of the subject in each unit time is stored; and a detecting unit that detects an apneic state of the subject if a history of the sleep states of the subject indicates at least a transition from the “state without breathing” to the “breathing restored state.”

Claims

1. A sleep apnea syndrome testing apparatus comprising:

an analyzing unit configured to analyze a sound signal resulting from a subject during sleep and collected by a sound pickup device; and

to calculate frequency characteristics of a partial sound signal being a sound produced by the subject and being included in the sound signal; and

a determining unit configured to;

calculate, based on the calculated frequency characteristics, duration of the partial sound signal;

determine whether or not the duration and the frequency characteristics of the partial sound signal match a characteristic sound; and

determine whether or not the sound signal includes a characteristic sound produced when a sleep state of the subject recovers from an apneic state into a breathing state,

wherein the analyzing unit is configured to divide the sound signal in a unit of time into M time intervals by a predetermined time interval length, wherein M is a natural number not including zero, and calculate a power spectrum in each time interval, and

wherein the determining unit is configured to calculate the duration of the partial sound signal by;

calculating a correlation coefficient between a power spectrum of a sound signal in a time interval T, wherein T is greater than or equal to zero and less than or equal to M−

1, and a power spectrum of a sound signal in a time interval (T-t), wherein t is a positive integer;

comparing the correlation coefficient with a threshold value;

when the correlation coefficient is greater than the threshold value, detecting a sound signal continuing from the time interval (T-t) to the time interval T;

increasing a value of the t by one; and

repeating the calculation of the correlation coefficient,

wherein, when the t is equal to or greater than two, the determining unit performs the calculation of the correlation coefficient regarding the time the time interval T and the time interval (T-t) which are not adjacent;

repeating the calculation of the correlation coefficient until the correlation coefficient is smaller than the threshold value; and

calculating duration of the sound signal based on the detection of the sound signal continuing from time interval (T-t) to the time interval T.

2. The sleep apnea syndrome testing apparatus according to claim 1, further comprising a detecting unit configured to detect an apneic state when the sound signal includes the characteristic sound.

3. The sleep apnea syndrome testing apparatus according to claim 2, wherein the analyzing unit is further configured to analyze the sound signal every unit of time;

the determining unit is further configured to;

determine, based on an analysis result by the analyzing unit, whether or not the unit of time of the sound signal includes at least the characteristic sound;

when the unit of time of the sound signal includes the characteristic sound, determine that a sleep state is a “

breathing restored state;

” and

when the unit of time of the sound signal does not include the characteristic sound or a breath sound, determine that the sleep state is a “

state without breathing;

” and

the detecting unit is configured to detect an apneic state when the sleep state transitions at least from the “

state without breathing”

to the “

breathing restored state”

.

4. The sleep apnea syndrome testing apparatus according to claim 3, further comprising a storage unit configured to hold a history of sleep states.

5. The sleep apnea syndrome testing apparatus according to claim 4, wherein the determining unit is further configured to determine that the sleep state is a “

state with breathing”

when the unit of time of the sound signal does not include the characteristic sound but includes a breath sound, and

wherein the detecting unit is further configured to detect the apneic state when the history of the sleep state stored in the storage unit transitions from “

state with breathing,”

through the “

state without breathing,”

to the “

breathing restored state,”

in this order.

6. The sleep apnea syndrome testing apparatus according to claim 1, wherein the determining unit is further configured to:

calculate sound parameters representing sound characteristics of the sound signal; and

determine that the sleep state is any one of a “

breathing restored state,”

a “

state with breathing,” and

a “

state without breathing”

by comparing the sound parameters with sound characteristics of the characteristic sound and a breath sound.

7. The sleep apnea syndrome testing apparatus according to claim 6, wherein the sound parameters include duration, a number of formants and variance properties of a power spectrum of the sound signal.

8. A test method for sleep apnea syndrome executed by a processor, comprising:

analyzing, using the processor, a sound signal produced during sleep and collected by a sound pickup device;

calculating, using the processor and based on a result of the analyzing, duration and frequency characteristics of a partial sound signal being a sound produced by the subject and being included in the sound signal;

determining, using the processor, whether or not the duration and the frequency characteristics of the partial sound signal match a characteristic sound; and

determining, using the processor, whether or not the sound signal includes a characteristic sound produced when a sleep state recovers from an apneic state into a breathing state,

wherein the analyzing comprises dividing the sound signal in a unit of time into M time intervals by a predetermined time interval length, wherein M is a natural number not including zero; and

calculating a power spectrum in each time interval, and

wherein calculating the duration of the partial sound signal comprises;

calculating a correlation coefficient between a power spectrum of a sound signal in a time interval T, wherein T is greater than or equal to zero and less than or equal to M−

1, and a power spectrum of a sound signal in a time interval (T-t), wherein t is a positive integer;

comparing the correlation coefficient with a threshold value;

when the correlation coefficient is greater than the threshold value, detecting a sound signal continuing from the time interval (T-t) to the time interval T;

increasing a value of the t by one; and

repeating the calculation of the correlation coefficient,

wherein, when the t is equal to or greater than two, the determining unit performs the calculation of the correlation coefficient regarding the time the time interval T and the time interval (T-t) which are not adjacent;

repeating the calculation of the correlation coefficient until the correlation coefficient is smaller than the threshold value; and

calculating duration of the sound signal based on the detection of the sound signal continuing from time interval (T-t) to the time interval T.

9. A computer-readable, non-transitory recording medium recording a program for causing a computer operating as a sleep apnea syndrome testing apparatus to execute:

analyzing a sound signal produced during sleep and collected by a sound pickup device;

calculating, based on a result of the analyzing, duration and frequency characteristics of a partial sound signal being a sound produced by the subject and being included in the sound signal;

determining whether or not the duration and the frequency characteristics of the partial sound signal match a characteristic sound; and

determining whether or not the sound signal includes a characteristic sound produced when a sleep state recovers from an apneic state into a breathing state,

wherein the analyzing comprises dividing the sound signal in a unit of time into M time intervals by a predetermined time interval length, wherein M is a natural number not including zero; and

calculating a power spectrum in each time interval, and

wherein calculating the duration of the partial sound signal comprises;

calculating a correlation coefficient between a power spectrum of a sound signal in a time interval T, wherein T is greater than or equal to zero and less than or equal to M−

1, and a power spectrum of a sound signal in a time interval (T-t), wherein t is a positive integer;

comparing the correlation coefficient with a threshold value;

when the correlation coefficient is greater than the threshold value, detecting a sound signal continuing from the time interval (T-t) to the time interval T;

increasing a value of the t by one; and

repeating the calculation of the correlation coefficient,

wherein, when the t is equal to or greater than two, the determining unit performs the calculation of the correlation coefficient regarding the time the time interval T and the time interval (T-t) which are not adjacent;

repeating the calculation of the correlation coefficient until the correlation coefficient is smaller than the threshold value; and

calculating duration of the sound signal based on the detection of the sound signal continuing from time interval (T-t) to the time interval T.