JP2007236839A - Noise-proof snore sound detector - Google Patents

Noise-proof snore sound detector Download PDF

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JP2007236839A
JP2007236839A JP2006067068A JP2006067068A JP2007236839A JP 2007236839 A JP2007236839 A JP 2007236839A JP 2006067068 A JP2006067068 A JP 2006067068A JP 2006067068 A JP2006067068 A JP 2006067068A JP 2007236839 A JP2007236839 A JP 2007236839A
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sleep
snoring
sound
snore
normal
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Ame O
▲雨▼ 王
Yoshihiko Ito
良彦 伊藤
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Abstract

<P>PROBLEM TO BE SOLVED: To provide a noise-proof snore sound detector that quickly and accurately detects the sounds of snoring despite of the presence of other various noises generated in human living environment, determines normal snore, or a non- or low-respiratory state during sleep, collects data and records the waveforms of the snore sound during that period, and further outputs a control signal if necessary. <P>SOLUTION: First, a voice recording microphone is used to collect snore sounds during sleep. The characteristics and generation cycle of the collected snore sounds are found based on their frequency characteristics, power and statistical values. Next, the continuity and durability of the snore characteristics are monitored to exclude non-snore sounds like noises or sleep talking from the detected sounds. Also this detector finds a difference from normal snore and determines the non- or low-respiratory state during sleeping. The detector also outputs a control signal if necessary, and records data by means of recording, videotaping, etc. <P>COPYRIGHT: (C)2007,JPO&INPIT

Description

本発明は、マイクを使って、睡眠中呼吸音をとって、周波数領域パワーの強度と統計値特性を観測し、いびきの連続性と持続性を考えて、日常生活環境中の睡眠中いびきを検出し、正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断し、その区間のデータを収集、更に波形を記録、必要に応じコントロール信号を出力することを特徴とする検出装置。   The present invention uses a microphone to take a breathing sound during sleep, observes the intensity and statistical characteristics of frequency domain power, and considers snoring during sleep in daily living environments, considering the continuity and sustainability of snoring. A detection apparatus that detects and judges normal snoring, sleep apnea or sleep hypopnea, collects data for that section, records a waveform, and outputs a control signal as necessary.

睡眠中いびき、無呼吸、低呼吸は5人中に1人と言われて、よくある睡眠障害症状である。これらの症状があった場合、睡眠品質の低下、他人の睡眠を邪魔するだけではなく、多くの病気の原因となり、最悪の場合突然死の可能性もある。   Snoring, apnea, and hypopnea during sleep are said to be 1 in 5 and are common sleep disorder symptoms. These symptoms not only impair sleep quality and disturb others' sleep, but they can cause many illnesses and, in the worst case, sudden death.

しかし、この症状は睡眠中しか発生しない、診断のため、いびきまたは睡眠中無呼吸及または睡眠中低呼吸の録音、できれば録画も必要となる。とった録音録画からいびきまたは睡眠中無呼吸または睡眠中低呼吸を発生時の録音録画のみ抽出、病院に持っていくことが大変な時間を要するので、自動検出が必要となる。   However, this symptom occurs only during sleep. For diagnosis, recording of snoring or sleep apnea and / or sleep hypopnea, preferably recording, is also necessary. Since it takes a long time to extract only the recorded recording when snoring or sleep apnea or sleep hypopnea occurs from the recorded recording and taking it to the hospital, automatic detection is required.

いびきの検出は一般的な方法として、いびき音のパワーによって検出する方法がある。しかし、この方法では生活雑音にも反応する、更に寝返り音や、布団のガサガサ音、寝言などが障害となり、正しく検出することが不能となる。そのほか、ベッドに振動センサーを設置していびきからの体振動を観測する方法などありますが、しかし、睡眠姿勢よる測定しにくい場合も多い。 As a general method of detecting snoring, there is a method of detecting by snoring sound power. However, this method also reacts to living noises, and furthermore, the sound of turning over, the sound of bedclothes, the sleep sound, etc. become obstacles and cannot be detected correctly. In addition, there is a method of observing body vibration from snoring by installing a vibration sensor on the bed, but it is often difficult to measure due to sleep posture.

睡眠中いびき、無呼吸、低呼吸の検知信号により、いびき、無呼吸、低呼吸期間のみを録音・録画の実現及びそれらの防止機器・治療器・検査器を制御することができる。
特開2005−305101 特開2005−304942 特開2005−304941
With the detection signals of snoring, apnea and hypopnea during sleep, it is possible to record and record only snoring, apnea and hypopnea periods, and to control their prevention devices, treatment devices and testing devices.
JP-A-2005-305101 JP 2005-304942 A JP 2005-304941 A

現在、睡眠時無呼吸・低呼吸等の睡眠障害を検査する方法として終夜睡眠ポリグラフが用いられている。精密検査にはこの検査が欠かせないが、設備を持った施設が少ない点、病院に一泊する必要がある点、費用が高価である点等の理由から簡便な予備検査が必要とされている。解決策として終夜録音が一部採用されているが、必要な部分の抽出、雑音の影響の排除等問題点を多く抱えている。
本発明が解決しようとする課題は、生活環境で多様な雑音があっでも、迅速に正しくいびき音を検出し、その上、正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断し、その区間のデータを収集し、波形を記録、必要に応じコントロール信号を出力すること。
Currently, polysomnography is used as a method for examining sleep disorders such as sleep apnea and hypopnea. This inspection is indispensable for close inspections, but simple preliminary inspections are required because there are few facilities with equipment, it is necessary to stay overnight in the hospital, and the cost is expensive. . Some night-time recordings have been adopted as a solution, but there are many problems such as extracting necessary parts and eliminating the effects of noise.
The problem to be solved by the present invention is to quickly detect correct snoring sound even in the presence of various noises in the living environment, and to determine normal snoring, sleep apnea or sleep hypopnea, Collect data, record waveforms, and output control signals as needed.

まず、音声収録用マイクを使って、睡眠中の音をとる、とった音の周波数特性とパワー及び統計値よって、いびき特徴がある音及び発生周期を検出する。次に、いびきの特徴がある音の連続性及び持続性を観測し、その中の雑音または寝言など非いびき音を排除する。更に、正常いびきまたは睡眠中無呼吸及または睡眠中低呼吸を判断し、コントロール信号を出力する。このコントロール信号により、録音・録画等その他のデータを記録する。また、必要に応じて、それらの防止機器・治療器・検査器を制御することが出来る。   First, using a voice recording microphone, a sound having a snoring characteristic and a generation cycle are detected based on the frequency characteristics, power, and statistical values of the sound that is taken while sleeping. Next, the continuity and continuity of the sound with the characteristic of snoring are observed, and non-snoring sounds such as noise or sleep are excluded. Further, normal snoring, sleep apnea and sleep hypopnea are determined, and a control signal is output. The control signal records other data such as recording / recording. Moreover, those prevention devices, treatment devices, and test devices can be controlled as necessary.

(1)病院が睡眠中呼吸障害症状問題を診断する際、簡易検査の手段として終夜録音・録画を行うことが多いが、本発明は生活雑音がある環境でも睡眠中いびき発生時だけ正しく検出するによって、だれでも自宅で簡単に必要音区間をとることが出来る。他人の補助や面倒な編集など不要になる。
本発明の処理前、処理後の波形比較を図2に示す。
(1) When a hospital diagnoses a breathing disorder symptom problem during sleep, recording and recording are often performed overnight as a means of simple inspection. However, the present invention correctly detects only when snoring occurs during sleep even in an environment with daily noise. Therefore, anyone can easily take the necessary sound section at home. No need for assistance from other people or troublesome editing.
FIG. 2 shows a waveform comparison before and after the processing of the present invention.

(2)本発明は、睡眠中いびき発生時正しく検出した後、デジタル信号処理手法で正常いびきと睡眠中無呼吸と睡眠中低呼吸のそれぞれの特徴を検知し、三種類呼吸症状を区別するデータを算出できるため、医者が睡眠障害を検査することに役立つ事になる。 (2) The present invention detects the characteristics of normal snoring, sleep apnea, and sleep hypopnea using a digital signal processing method after correctly detecting when snoring occurs during sleep, and distinguishes three types of respiratory symptoms Can be used to help doctors examine sleep disorders.

(3)本発明は、睡眠中いびき発生時の音をとりながら信号処理によってコントロール信号を出力し、ベッド及び/または枕の調整によって、睡眠姿勢を調整し、いびきまたは睡眠中無呼吸または睡眠中低呼吸症状を軽減または抑制することを可能になる。コントロール信号によりこのような防止機器・治療器・検査器等を制御することが出来る。 (3) The present invention outputs a control signal by signal processing while taking a sound when snoring occurs during sleep, adjusts the sleeping posture by adjusting the bed and / or pillow, and snoring or sleeping apnea or sleeping It is possible to reduce or suppress hypopnea symptoms. Such prevention devices, treatment devices, inspection devices, and the like can be controlled by control signals.

いびき特徴がある音を検出する工程
連続性及び/または持続性を観測し、いびき音を検出する工程
正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断する工程
データ収集と周辺機器へのコントロール信号を出力する工程
Detect continuity and / or persistence of processes that detect sounds with snoring characteristics, detect processes of snoring sounds Collect process data to determine normal snoring, sleep apnea or sleep hypopnea, and control peripheral devices Outputting signal

続いて、添付した図面を参照しつつ、本発明を具体化した実施の形態につき説明し、本発明の理解に供する。
ここに、図1は本発明の一実施の形態に係る日常生活環境中の睡眠中いびきを検出し、正常いびきまたは睡眠中無呼吸及または睡眠中低呼吸を判断し、その区間のデータを収集及び/または波形を記録及び/または必要とする場合コントロール信号を出力することを特徴とする検出装置の流れを示す構成図、図2はいびき検出する処理前と処理後の音声信号波形を示す説明図である。
Next, embodiments of the present invention will be described with reference to the accompanying drawings for understanding of the present invention.
Here, FIG. 1 detects sleep snoring in the daily living environment according to one embodiment of the present invention, determines normal snoring or sleep apnea and sleep hypopnea, and collects data for that interval FIG. 2 is a block diagram showing the flow of a detection device characterized by recording and / or outputting a control signal when a waveform is required, and FIG. 2 is an explanatory diagram showing audio signal waveforms before and after processing for detecting snoring FIG.

図1に示すように、本発明の一実施の形態に係る日常生活環境中の睡眠中いびきを検出し、正常いびきまたは睡眠中無呼吸及または睡眠中低呼吸を判断し、その区間のデータを収集及び/または波形を記録及び/または必要とする場合コントロール信号を出力することを特徴とする検出装置である。 As shown in FIG. 1, snoring during sleep according to an embodiment of the present invention is detected, normal snoring or sleep apnea and sleep hypopnea are determined, and data of the section is obtained. A detection apparatus characterized by recording and / or recording and / or outputting a control signal when a waveform is required.

10はいびき特徴がある音を検出する工程、11はマイクとA/D変換器などから構成した睡眠音入力装置、12は入力した信号を周波数領域に変換する、13は各周波数のパワーを観測し、要求値以上の値を検出し、14の統計装置に通知する、14は13からの通知による、いびき周期期間内、統計を行い装置で、いびき特徴がある音を検出する。15は入力睡眠音を一時保存する装置である。 10 is a process for detecting a sound having a snoring feature, 11 is a sleep sound input device composed of a microphone and an A / D converter, 12 is a signal that converts an input signal into a frequency domain, and 13 is a power monitor for each frequency. Then, a value equal to or greater than the requested value is detected and notified to 14 statistical devices. 14 performs statistics within the snoring cycle period according to the notification from 13, and the device detects a sound having a snoring characteristic. A device 15 temporarily stores an input sleep sound.

20はいびき音を検出する工程、21はいびき特徴がある音の連続性を観測し、いびきの連続特性と違うなら、いびきではないと判断する、22はいびき特徴がある音の持続性を観測し、いびきの持続特性と違うなら、いびきではないと判断する、23は15の睡眠音一時保持装置から31のいびき一時保持装置に転送すること及び41に出力することをコントロールする。 20 is the process of detecting the snoring sound, 21 is observing the continuity of the sound with the snoring characteristic, and if it is different from the continuous characteristic of the snoring, it is judged that it is not the snoring, 22 is the continuation of the sound having the snoring characteristic If it is different from the snoring persistence characteristic, it is determined that it is not snoring. 23 controls the transfer from 15 sleep sound temporary holding devices to 31 snoring temporary holding devices and the output to 41.

30は正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断する工程、23の出力コントロール装置の指示よって、正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断する必要の場合、いびき音データが31のいびき一時保持装置に預けて、32はいびきの発生する時刻と周期を検出装置でいびきの周期を検知する、33のいびき類似性計算装置で、前後のいびきの類似性を計算する、その結果よる、34の判断装置で正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断する。 30 is a step of determining normal snoring or sleep apnea or sleep hypopnea, and if it is necessary to determine normal snoring or sleep apnea or sleep hypopnea according to an instruction of the output control device 23, snoring sound data 31 is a snoring temporary holding device, 32 is a snoring similarity calculation device that detects the snoring cycle by detecting a snoring cycle by a detection device, and 32 is a snoring similarity calculation device. As a result, 34 snoring devices determine normal snoring, sleep apnea, or sleep hypopnea.

41は出力することをコントロール装置である、34の判断結果によって、23からの音データが42要求条件設定装置からの設定条件を合わせて、43の録音機器、44の録画機器、45の枕調整機器、46のベッド調整機器、47のデータ保存装置、48のそのた必要の機器にコントロール信号とデータを出力する。ここで、43から48までの装置は応用によって、有/無の選択を可能である。 41 is a control device to output. According to the determination result of 34, the sound data from 23 is set in accordance with the setting conditions from 42 request condition setting device, 43 recording devices, 44 recording devices, 45 pillow adjustment Control signals and data are output to the device, 46 bed adjustment devices, 47 data storage devices, and 48 other necessary devices. Here, the devices 43 to 48 can be selected to be present or not depending on the application.

睡眠中いびき音スイッチまたはいびき音センサーとしての利用。睡眠中いびき状態の音を録音録画する時、全睡眠時間を録音録画するか、パワーよってON・OFFする録音録画方式を採用するかのいずれかとなる。前者は事後再生しながら編集することが必要となる、これには厖大な編集時間もかかる。又、後者は充分なパワーガ入力されなければ動作せず、雑音にも反応する欠点があり実用的でない。本発明のいびき検出装置を使って、いびきまたは睡眠中無呼吸または睡眠中低呼吸の期間のみ録音録画することが可能になる。図1中、装置43から装置48までの装置中43、44、47を選べると実現できる。 Use as a snoring sound switch or snoring sound sensor during sleep. When recording and recording the sound of snoring during sleep, either the entire sleep time is recorded or recorded, or a recording and recording method that is turned ON / OFF depending on the power is adopted. The former requires editing while playing back later, which takes a tremendous amount of editing time. The latter is not practical because it does not operate unless sufficient power is input, and has a drawback of reacting to noise. Using the snoring detection device of the present invention, it is possible to record and record only during periods of snoring or sleep apnea or sleep hypopnea. In FIG. 1, this can be realized by selecting 43, 44, 47 among the devices 43 to 48.

本発明はいびき検出によって、いびきの発生周期及び前後のいびきとの類似性を算出できる、この情報を利用し正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を区別でき、録音録画と共に、医者の診断に役立つことが可能である。   The present invention can calculate the snoring frequency and the similarity of snoring before and after by detecting snoring, and can use this information to distinguish between normal snoring, sleep apnea or sleep hypopnea, along with recording and recording. Can be useful for diagnosis.

いびき対策の一つとして、いびきを発生する際、睡眠姿勢の変わる(ことに)による、いびきの軽減または抑制。本発明は迅速にいびきの検知を行うので、いびきを発生する際、検出判断によって、コントロール信号を枕調整機器及び/またはベッド調整機器に出力し、枕及び/またはベッドの調整をコントロールする、いびきの軽減または抑えることを可能になる。図1中、装置43から装置48までの装置中45、46を選べると実現できる。   As one of snoring measures, when snoring occurs, snoring is reduced or suppressed by changing (particularly) the sleeping posture. Since the present invention quickly detects snoring, when snoring occurs, a control signal is output to the pillow adjusting device and / or bed adjusting device according to the detection judgment to control the adjustment of the pillow and / or bed. Can be reduced or suppressed. This can be realized by selecting 45 and 46 among the devices 43 to 48 in FIG.

いびき検出判断及びコントロール出力装置の構成図である。It is a block diagram of snoring detection judgment and a control output device. いびき検出前と検出後の波形対照図である。It is a waveform contrast diagram before and after snoring detection.

符号の説明Explanation of symbols

10: いびき特徴がある音を検出する工程
11:睡眠音入力装置
12:周波数領域に変換する装置
13:各周波数パワーの判定装置
14:判定結果の統計装置
15:睡眠音一時保存装置
20:いびき音を検出する工程
21:連続性を判断装置
22:持続性を判断装置
23:睡眠音出力コントロール装置
30:睡眠状況判定工程
31:いびき音一時保存装置
32:いびき周期検出装置
33:類似性算出装置
34:睡眠状況判装置
40:データ収集とコントロール信号出力工程
41:データ収集とコントロール信号をコントロール装置
42:条件設定装置
43:録音機器
44:録画機器
45:枕調整機器
46:ベッド調整機器
47:データ収集機器
48:その他機器
50:いびき区間検出前の睡眠音波形
51:1回目いびき区間の波形
52:2回目いびき区間の波形
53:3回目いびき区間の波形
54:1回目突発音の波形
55:2回目突発音の波形
56:1回目ふとんのガサガサ音の波形
57:2回目ふとんのガサガサ音の波形
58:ラジオ音
60:検出後いびき区間のみの波形
10: Detecting a sound with a snoring feature 11: Sleep sound input device 12: Device for converting to frequency domain 13: Determining device for each frequency power 14: Statistical device 15 for the determination result 15: Sleep sound temporary storage device 20: Snore Sound detection step 21: continuity determination device 22: continuity determination device 23: sleep sound output control device 30: sleep state determination step 31: snoring sound temporary storage device 32: snoring cycle detection device 33: similarity calculation Device 34: Sleep status device 40: Data collection and control signal output process 41: Data collection and control signal control device 42: Condition setting device 43: Recording device 44: Recording device 45: Pillow adjustment device 46: Bed adjustment device 47 : Data collection device 48: Other device 50: Sleep sound waveform 51 before detection of snoring interval 51: Waveform 52 of the first snoring interval 52: 2 times Waveform of eye snoring section 53: Waveform of third snoring section 54: Waveform of first sudden sound 55: Waveform of second sudden sound 56: Waveform of rattling sound of first futon 57: Waveform of rattling sound of second futon 58 : Radio sound 60: Waveform only after snoring after detection

Claims (7)

日常雑音がある環境で、マイクで入力する睡眠時の音をデジタル信号処理手法でいびき音を検出、睡眠中正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断し、その区間のデータを収集及び/または波形を記録及び/または必要とする場合コントロール信号を出力することを特徴とする検出装置。 In an environment where there is daily noise, sleep sound input with a microphone is detected by digital signal processing, snoring sound is detected, normal snoring during sleep, sleep apnea or sleep hypopnea is determined, and data for that interval is collected And / or a recording device that records and / or outputs a control signal when necessary. 請求項1記載の検出装置において、周波数領域パワー強度と統計値を観測し、いびき特徴がある音及び/または発生周期を検出することを特徴とする部品。 The component according to claim 1, wherein frequency-domain power intensity and statistical values are observed to detect a sound having a snoring characteristic and / or a generation period. 請求項1記載の検出装置において、請求項2記載の検出部品を使って、検出したいびき特徴がある音の連続性及び/または持続性を観測し、その中の雑音または寝言など非いびき音を排除することを特徴とする部品。 The detection device according to claim 1, wherein the detection component according to claim 2 is used to observe the continuity and / or persistence of a sound having a detected snoring characteristic, and to detect non-snoring noise such as noise or sleep. Parts characterized by elimination. 請求項1記載の検出装置において、請求項3記載の検出部品の検出したいびき音を使って、各いびきの周波数領域パワー強度及び間隔時間を観測し、正常いびきまたは睡眠中無呼吸または睡眠中低呼吸を判断することを特徴とする部品。 The detection device according to claim 1, wherein the snore sound detected by the detection component according to claim 3 is used to observe the frequency domain power intensity and interval time of each snore, and normal snoring or sleep apnea or sleep low A component characterized by judging breathing. 請求項1記載の検出装置を利用し、睡眠中正常いびき及び/または睡眠中無呼吸及び/または睡眠中低呼吸を発生時の録音及び/または録画コントロールすることを特徴とする装置。 An apparatus for recording and / or controlling video recording at the time of occurrence of normal snoring during sleep and / or sleep apnea and / or hypopnea during sleep using the detection apparatus according to claim 1. 請求項1記載の検出装置を利用し、睡眠中正常いびき及び/または睡眠中無呼吸及び/または睡眠中低呼吸を発生する時、寝具の自動調整を行い、睡眠姿勢を改善、症状軽減を目的することを特徴とする装置。 Using the detection device according to claim 1, when normal snoring during sleep and / or sleep apnea and / or hypopnea during sleep occur, the bedding is automatically adjusted to improve sleep posture and reduce symptoms A device characterized by that. 請求項1記載の検出装置を利用し、睡眠中正常いびき及び/または睡眠中無呼吸及び/または睡眠中低呼吸を発生する時、それらの防止機器・治療器・検査器を制御することを特徴とする装置。

When the normal snoring during sleep and / or sleep apnea and / or hypopnea during sleep are generated using the detection device according to claim 1, the prevention device / therapeutic device / inspector is controlled. Equipment.

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JP2009219713A (en) * 2008-03-17 2009-10-01 Fujitsu Ltd Program, device, and method for sleep apnea detection
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JP2009219713A (en) * 2008-03-17 2009-10-01 Fujitsu Ltd Program, device, and method for sleep apnea detection
JP2013106707A (en) * 2011-11-18 2013-06-06 Animo:Kk Information processing method, apparatus and program
KR101332828B1 (en) 2012-01-30 2013-11-27 동서대학교산학협력단 Alarm system of sleep disturbance by sleep pattern detection device
CN103479330A (en) * 2012-06-08 2014-01-01 陈福景 Sleep recorder
JP2016159094A (en) * 2015-03-05 2016-09-05 旭化成株式会社 Breathing state determination device, breathing state determination method, and program
CN105662417A (en) * 2015-12-31 2016-06-15 沈阳迈思医疗科技有限公司 Control method and device for identifying snores based on pressure signal characteristics
CN105662417B (en) * 2015-12-31 2018-09-28 沈阳迈思医疗科技有限公司 A kind of control method and device based on the pressure signal feature recognition sound of snoring
CN105708487A (en) * 2016-01-14 2016-06-29 中山佳维电子有限公司 Snoring detection control method for human body snoring detection device
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CN116899061A (en) * 2023-09-08 2023-10-20 首都医科大学宣武医院 Medical breathing machine regulation and control system for sleep apnea syndrome
CN116899061B (en) * 2023-09-08 2023-12-19 首都医科大学宣武医院 Medical breathing machine regulation and control system for sleep apnea syndrome

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