JPH09154835A - Doze detecting device - Google Patents

Doze detecting device

Info

Publication number
JPH09154835A
JPH09154835A JP7318752A JP31875295A JPH09154835A JP H09154835 A JPH09154835 A JP H09154835A JP 7318752 A JP7318752 A JP 7318752A JP 31875295 A JP31875295 A JP 31875295A JP H09154835 A JPH09154835 A JP H09154835A
Authority
JP
Japan
Prior art keywords
temperature
skin temperature
skin
awakening degree
data
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP7318752A
Other languages
Japanese (ja)
Inventor
Shigeyuki Inoue
茂之 井上
Hirozo Takegawa
博三 武川
Hisashi Kodama
久 児玉
Tomoko Kitamura
知子 北村
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Panasonic Holdings Corp
Original Assignee
Matsushita Electric Industrial Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Matsushita Electric Industrial Co Ltd filed Critical Matsushita Electric Industrial Co Ltd
Priority to JP7318752A priority Critical patent/JPH09154835A/en
Publication of JPH09154835A publication Critical patent/JPH09154835A/en
Pending legal-status Critical Current

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  • Auxiliary Drives, Propulsion Controls, And Safety Devices (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

PROBLEM TO BE SOLVED: To accurately detect a doze without being influenced by a posture, an air temperature and an individual difference by providing an awakening degree judging means to output a signal corresponding to an awakening degree to an external part, a skin temperature detecting means and a detection control means to control an action of the awakening degree judging means. SOLUTION: An air temperature detecting means 15 is composed of an air temperature sensor 3, and detects an air temperature by receiving a trigger signal from a detection control means 11, and outputs it to a temperature data holding means 4 of a data holding means 16. A temperature processing means 5 reads nasal bone upper skin temperature data, masticatory muscle upper skin temperature data and air temperature data from the temperature data holding means 4, and performs, for example, moving average processing for past 300 seconds on the temperature data, and outputs its operation result to an operation result holding means 6. An awakening degree judging means 7 detects a skin temperature change generated according to reduction in an awakening degree from a moving average temperature registered in the operation result holding means 6, and outputs a symptom of a doze and a signal corresponding to the doze to an external part on the basis of the skin temperature change.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【発明の属する技術分野】本発明は人間の覚醒度・居眠
りを検出する居眠り検出装置に関するものである。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a doze detecting device for detecting awakening degree and dozing of a human.

【0002】[0002]

【従来の技術】従来の覚醒度・居眠り検出装置として
は、たとえば特開平6−197888号公報に開示され
ているように、車載型で心拍数、ステアリングの操舵周
期から運転者の覚醒度を推定するものが知られている。
2. Description of the Related Art As a conventional wakefulness / drowsiness detecting device, as disclosed in, for example, Japanese Patent Application Laid-Open No. 6-197888, a vehicle-mounted type is used to estimate the wakefulness of a driver from a heart rate and a steering cycle of a steering wheel. What is known is.

【0003】その他にも、特開平05−212003号
公報に開示されているように、人体から放射されている
赤外線の体動に伴う変動の強度に基づき睡眠・覚醒の状
態を検出するものが知られている。
In addition, as disclosed in Japanese Unexamined Patent Publication No. 05-212003, there is known one that detects a sleep / wake state based on the intensity of fluctuation of infrared rays radiated from a human body due to body movement. Has been.

【0004】[0004]

【発明が解決しようとする課題】上述した特開平6−1
97888号公報に開示されている車載型の居眠り検出
装置において取り上げられている心拍数は、さまざまな
要因で変動することが一般的に知られており、ステアリ
ングの操舵周期も運転者の覚醒度よりはむしろ道路状況
や運転者の操作を反映してしまうという問題を有してい
る。
SUMMARY OF THE INVENTION The above-mentioned Japanese Patent Laid-Open No. 6-1
It is generally known that the heart rate taken up in the vehicle-mounted drowsiness detection device disclosed in Japanese Patent No. 97888 fluctuates due to various factors, and the steering cycle of the steering wheel is also determined by the awakening degree of the driver. Rather, it has a problem that it reflects road conditions and driver's operation.

【0005】また、上述した特開平05−212003
号公報等に開示されている従来の居眠り検出装置では、
体動が殆どない状態を睡眠中と判断するため、緊張状態
で動作が停止している場合でも睡眠中と誤判断される。
また、座位姿勢の居眠りにおいて筋トーヌスの減衰によ
り体動が生じた場合は覚醒中と誤判断される虞がある。
Further, the above-mentioned Japanese Patent Laid-Open No. 05-212003.
In the conventional doze detection device disclosed in Japanese Patent Publication No.
Since it is determined that there is almost no body motion as sleeping, it is erroneously determined as sleeping even when the operation is stopped due to tension.
In addition, when body movement occurs due to the attenuation of muscle tonus during the dozing of a sitting posture, there is a possibility that it may be erroneously determined to be awake.

【0006】本発明は上記従来技術の課題を解決するも
ので、心拍数、ステアリング操舵周期、体動によらず高
い居眠り検出精度を有する居眠り検出装置を提供するこ
とを目的とする。
The present invention solves the above-mentioned problems of the prior art, and an object of the present invention is to provide a drowsiness detection device having high drowsiness detection accuracy regardless of the heart rate, the steering period, and the body movement.

【0007】[0007]

【課題を解決するための手段】この目的を達成するため
に本発明の居眠り検出装置は、人体の皮膚温を検出する
皮膚温検出手段と、気温を検出する気温検出手段と、上
記皮膚温検出手段で検出された皮膚温データと上記気温
検出手段で測定された気温データを登録するデータ保持
手段と、上記データ保持手段に登録された温度データを
時系列演算処理する温度処理手段と、上記温度処理手段
から出力される演算結果から、使用者の覚醒度を判定
し、覚醒度に対応した信号を外部に出力する覚醒度判定
手段と、上記皮膚温検出手段と覚醒度判定手段の動作を
制御するための検出制御手段からなる構成を備えている
ことを特徴とする。
In order to achieve this object, a dozing detection device of the present invention comprises a skin temperature detecting means for detecting the skin temperature of a human body, an air temperature detecting means for detecting an air temperature, and the skin temperature detecting means. Data holding means for registering the skin temperature data detected by the means and the air temperature data measured by the air temperature detecting means, a temperature processing means for performing time series arithmetic processing on the temperature data registered in the data holding means, and the temperature Awakening degree determining means for determining the awakening degree of the user from the calculation result output from the processing means and outputting a signal corresponding to the awakening degree to the outside, and controlling the operations of the skin temperature detecting means and the awakening degree determining means It is characterized in that it is provided with a configuration comprising a detection control means for doing so.

【0008】また、本発明は、皮膚温検出手段として人
体の顔面部分の皮膚温から鼻骨上の皮膚温および、咬筋
上の皮膚温を抽出する皮膚温検出手段を備えていること
を特徴とする。
Further, the present invention is characterized in that the skin temperature detecting means is provided with a skin temperature detecting means for extracting the skin temperature on the nasal bone and the skin temperature on the masseter muscle from the skin temperature of the human face. .

【0009】[0009]

【発明の実施の形態】本発明では皮膚温の絶対値ではな
く相対的な変化を検出することによって、姿勢や気温、
個人差の影響を受けることなく精度よく居眠りが検出さ
れる。
BEST MODE FOR CARRYING OUT THE INVENTION In the present invention, by detecting not the absolute value of the skin temperature but the relative change, the posture, temperature,
Drowsiness can be detected accurately without being affected by individual differences.

【0010】また、本発明は、交感神経系に支配される
皮膚血流に密接な関係をもつ人体皮膚温をもとに、居眠
りに至る時に生じる人体の皮膚温の上昇を検出すること
により、高精度で覚醒と居眠りの判別を行うことができ
る。
Further, the present invention detects the increase in the skin temperature of the human body which occurs when the person falls asleep, based on the human body skin temperature which is closely related to the skin blood flow controlled by the sympathetic nervous system. Awakening and dozing can be discriminated with high accuracy.

【0011】また、本発明の居眠り検出装置によれば、
居眠りに対応した皮膚温上昇が顕著に現れる咬筋上皮膚
温と、交感神経系の活動に鋭敏に反応する鼻骨上皮膚温
を検出することができ、咬筋上皮膚温の変化と鼻骨上皮
膚温の変化から覚醒、居眠りの兆候、居眠りの3状態を
判別することができる。
According to the doze detection device of the present invention,
It is possible to detect the skin temperature above the masseter muscle in which a significant rise in skin temperature corresponding to dozing occurs, and the skin temperature above the nasal bone that reacts sensitively to the activity of the sympathetic nervous system. From the change, it is possible to discriminate between the three states of awakening, signs of dozing, and dozing.

【0012】以下に、本発明の実施例を図面に基づいて
説明する。図1は本発明の一実施例に係る居眠り検出装
置のブロック図である。
Embodiments of the present invention will be described below with reference to the drawings. FIG. 1 is a block diagram of a doze detection device according to an embodiment of the present invention.

【0013】本装置は覚醒度判定手段7、検出制御手段
11、データ保持手段16、皮膚温検出手段14、気温
検出手段15、温度処理手段5、覚醒度判定手段7から
構成される。
This apparatus comprises awakening degree determining means 7, detection control means 11, data holding means 16, skin temperature detecting means 14, temperature detecting means 15, temperature processing means 5, and awakening degree determining means 7.

【0014】検出制御手段11は、所定の時間間隔にし
たがって皮膚温検出手段14、気温検出手段15に温度
検出を指令するトリガー信号を出力し、皮膚温検出手段
14、気温検出手段15による温度検出の時間間隔を規
定する。また、温度処理手段5に対して、上記時間間隔
を出力する。
The detection control means 11 outputs a trigger signal for instructing temperature detection to the skin temperature detection means 14 and the air temperature detection means 15 in accordance with a predetermined time interval, and the skin temperature detection means 14 and the air temperature detection means 15 detect the temperature. Defines the time interval of. Further, the time interval is output to the temperature processing means 5.

【0015】データ保持手段16は、温度データ保持手
段4と演算結果保持手段6からなり、皮膚温検出手段1
4、気温検出手段15から出力される温度データを保持
し、温度処理手段5へ出力し、温度処理手段5から出力
される演算結果を保持し、覚醒度判定手段7へ出力す
る。
The data holding means 16 comprises a temperature data holding means 4 and a calculation result holding means 6, and the skin temperature detecting means 1
4. The temperature data output from the air temperature detecting means 15 is held and output to the temperature processing means 5, and the calculation result output from the temperature processing means 5 is held and output to the awakening degree determining means 7.

【0016】皮膚温検出手段14は、熱電対からなる鼻
骨上皮膚温センサ1と咬筋上皮膚温センサ2からなり、
鼻骨上皮膚温センサ1は使用者の鼻骨上の皮膚表面に接
するように設置され、咬筋上皮膚温センサ2は使用者の
咬筋上の皮膚表面に接するように設置され、検出制御手
段11からのトリガー信号を受けて皮膚温を検出し、デ
ータ保持手段16に設けられた温度データ保持手段4に
出力する。
The skin temperature detecting means 14 comprises a nasal bone skin temperature sensor 1 and a masseter muscle skin temperature sensor 2 which are thermocouples.
The nasal bone temperature sensor 1 is installed so as to contact the skin surface on the user's nasal bone, and the masseter muscle temperature sensor 2 is installed so as to contact the skin surface on the user's masseter muscle. Upon receiving the trigger signal, the skin temperature is detected and output to the temperature data holding means 4 provided in the data holding means 16.

【0017】気温検出手段15は、サーミスタからなる
気温センサ3からなり、検出制御手段11からのトリガ
ー信号を受けて気温を検出し、データ保持手段16に設
けられた温度データ保持手段4に出力する。
The air temperature detecting means 15 comprises an air temperature sensor 3 which is a thermistor, receives a trigger signal from the detection control means 11 to detect the air temperature, and outputs it to the temperature data holding means 4 provided in the data holding means 16. .

【0018】温度処理手段5は、温度データ保持手段4
から、鼻骨上皮膚温データ、咬筋上皮膚温データ、気温
データを読み取り、温度データに対して過去300秒間
の移動平均処理を行い、その演算結果を演算結果保持手
段6に出力する。
The temperature processing means 5 is a temperature data holding means 4
The nasal bone skin temperature data, the masseter muscle skin temperature data, and the air temperature data are read from the above, and the moving average processing for the past 300 seconds is performed on the temperature data, and the calculation result is output to the calculation result holding unit 6.

【0019】覚醒度判定手段7は、演算結果保持手段に
登録された移動平均温度から、覚醒度の低下に伴って生
じる皮膚温変化を検出し、上記皮膚温変化に基づいて、
居眠りの兆候、居眠りに対応した信号を外部に出力す
る。
The awakening degree determining means 7 detects a change in skin temperature caused by a decrease in the awakening degree from the moving average temperature registered in the calculation result holding means, and based on the change in skin temperature,
It outputs to the outside a sign of dozing and a signal corresponding to dozing.

【0020】一般に監視業務等、単調な精神作業におい
ては、覚醒度は低下しやすいことが知られている。覚醒
度の低下していく過程において、入眠に前後して一過性
の皮膚温上昇が一般的に観察される。これは覚醒度の低
下に起因して皮膚血管の収縮を支配する交感神経の緊張
が緩み、皮膚血流量が増加するために生じる現象であ
る。このような入眠に対応した皮膚温の変化を表すグラ
フを図2に示す。実線が咬筋上皮膚温、細線が鼻骨上皮
膚温を示している。即ち、(イ)の領域は覚醒を持続して
いる状態における皮膚温の変化、(ロ)の領域は覚醒度が
低下して、入眠するまでの皮膚温の変化、(ハ)の領域は
居眠りから覚醒したときの皮膚温の変化、(ニ)の領域は
(イ)と同様に覚醒を持続している状態における皮膚温の
変化を示している。(ロ)の領域に見られるように入眠時
には鼻骨上皮膚温、咬筋上皮膚温が比較的長時間同期し
て上昇する現象が生じる。
It is generally known that in monotonous mental work such as monitoring work, the arousal level is likely to decrease. In the process of decreasing wakefulness, a transient rise in skin temperature is generally observed before and after falling asleep. This is a phenomenon that occurs because the sympathetic nerve that governs the contraction of skin blood vessels is relaxed due to a decrease in alertness, and the skin blood flow increases. A graph showing changes in skin temperature corresponding to such falling asleep is shown in FIG. The solid line shows the skin temperature above the masseter muscle, and the thin line shows the skin temperature above the nasal bone. That is, the area (a) changes the skin temperature in the state of continuing awakening, the area (b) decreases the arousal level and changes in the skin temperature until falling asleep, and the area (c) falls asleep. Change in skin temperature when awakened from
Similar to (a), it shows changes in skin temperature in the state of continuing awakening. As seen in the area (b), during sleep, a phenomenon occurs in which the skin temperature above the nasal bone and the skin temperature above the masseter muscle rise in synchronization for a relatively long time.

【0021】このような入眠に対応する皮膚温の変化を
捉えるための本実施例の構成における温度処理手段5、
および覚醒度判定手段7の作用を以下に説明する。
The temperature processing means 5 in the configuration of this embodiment for capturing the change in the skin temperature corresponding to the fall asleep.
The operation of the awakening degree determination means 7 will be described below.

【0022】まず、温度処理手段5における温度データ
の処理を図3に示すフローチャートを参照して説明す
る。図3においては、まず、温度データの読み込みカウ
ンタTNが0にリセットされ(ステップ41)、検出制御
手段11から出力される温度データ検出の時間間隔TS
Iを読み込む(ステップ42)。そして、鼻骨上皮膚温
nst(n)、咬筋上皮膚温cst(n)、気温at
(n)の読み込みがされる(ステップ43)たびに、読
み込みカウンタTNが+1インクリメントされる(ステ
ップ44)。読み込んだデータ数TNが移動平均温度算
出に必要なデータ数TN0をこえるまで、温度データの
読み込みが実行され(ステップ45)、その後TN点の
移動平均温度が算出され(ステップ46)、データ保持
手段に登録され、(ステップ47)ステップ43に戻
り、連続して移動平均温度の算出、登録が行われる。
First, the processing of the temperature data in the temperature processing means 5 will be described with reference to the flowchart shown in FIG. In FIG. 3, first, the temperature data reading counter TN is reset to 0 (step 41), and the temperature data detection time interval TS output from the detection control means 11 is detected.
I is read (step 42). Then, the nasal skin temperature nst (n), the masseter muscle skin temperature cst (n), and the air temperature at
Each time (n) is read (step 43), the read counter TN is incremented by +1 (step 44). The temperature data is read until the number of read data TN exceeds the number of data TN0 required for moving average temperature calculation (step 45), and then the moving average temperature of the TN point is calculated (step 46), and the data holding means (Step 47) returns to Step 43, and the moving average temperature is continuously calculated and registered.

【0023】次に、覚醒度判定手段7における、移動平
均温度に基づく居眠り判定方法について図4を参照して
概要を説明する。まず、所定時間内における鼻骨上皮膚
温の単調増加の検出を行い(ステップ51)、次に鼻骨
上皮膚温が単調増加のときに気温も単調増加かどうか確
認し(ステップ52)、気温は単調増加でなかった場合
に上記所定時間内の咬筋上皮膚温の単調増加の検出を行
い、居眠り状態の判定を行う(ステップ53)。ここ
で、鼻骨上皮膚温と咬筋上皮膚温がともに所定時間内で
単調増加であれば、入眠したものと判定し(ステップ5
4)、鼻骨上皮膚温のみの単調増加であれば、居眠りの
兆候と判定する(ステップ55)。
Next, the outline of the doze determination method based on the moving average temperature in the awakening degree determination means 7 will be described with reference to FIG. First, the monotonous increase in the nasal bone temperature within a predetermined time is detected (step 51), and then when the nasal bone temperature is monotonically increased, it is confirmed whether the air temperature is also monotonically increasing (step 52). If it is not increased, the monotonous increase in the skin temperature on the masseter muscle within the predetermined time is detected, and the dozing state is determined (step 53). Here, if both the skin temperature on the nasal bone and the skin temperature on the masseter muscle monotonically increase within a predetermined time, it is determined that the person has fallen asleep (step 5).
4) If only the skin temperature above the nasal bone monotonically increases, it is determined that it is a sign of dozing (step 55).

【0024】さらに、ステップ51、52、53の処理
の詳細について図5、図6、図7に示すフローチャート
をもとに説明する。図5のフローチャートは図4のステ
ップ51における鼻骨上皮膚温の単調増加の検出を行う
ものである。まず、居眠り検出感度ASTの読み込みを
行う(ステップ61)。上記居眠り検出感度ASTは、
あらかじめ使用者にあわせて入力できるようになってい
る。これは秒単位で入力するもので、温度データの単調
増加を検出する時間である。上記居眠り検出感度AST
の値が小さければ皮膚温の上昇に対して早い段階で居眠
りに対応した信号が出力されるようになる。次に鼻骨上
皮膚温が単調増加しているときの鼻骨上皮膚温のデータ
数をカウントするカウンタMをセットし(ステップ6
2)、データ保持手段より鼻骨上皮膚温の連続する2つ
の移動平均値を読み込み(ステップ63)、直前の値と
の大小比較を行う(ステップ64)。このとき鼻骨上皮
膚温の移動平均値が単調増加でなければステップ63に
戻り引き続き気温データの読み込みを行うが、鼻骨上皮
膚温の移動平均値が単調増加であればカウンタMを+1イ
ンクリメントし(ステップ65)、単調増加が居眠り検
出感度ASTで設定された時間のあいだ持続しているか
どうか確認し(ステップ66)、持続していれば居眠り
兆候フラグFattを立てる(ステップ67)。持続し
ていなければ居眠り兆候フラグFattをリセットし
(ステップ68)引き続き鼻骨上皮膚温の読み込みを行
う。
Further, details of the processing of steps 51, 52 and 53 will be described with reference to the flow charts shown in FIGS. 5, 6 and 7. The flowchart of FIG. 5 is for detecting the monotonous increase of the skin temperature on the nasal bone in step 51 of FIG. First, the doze detection sensitivity AST is read (step 61). The drowsiness detection sensitivity AST is
It is possible to input according to the user beforehand. This is input in seconds and is the time for detecting a monotonous increase in temperature data. The doze detection sensitivity AST
If the value of is small, a signal corresponding to dozing will be output at an early stage when the skin temperature rises. Next, a counter M that counts the number of data items on the nasal bone temperature when the nasal skin temperature is monotonically increasing is set (step 6
2) Two consecutive moving averages of the nasal skin temperature are read from the data holding means (step 63), and the magnitude comparison with the immediately preceding value is performed (step 64). At this time, if the moving average value of the skin temperature above the nasal bone is not monotonically increasing, the flow returns to step 63 to read the temperature data, but if the moving average value of the skin temperature above the nasal bone is monotonically increasing, the counter M is incremented by +1. (Step 65) Then, it is confirmed whether or not the monotonous increase continues for the time set by the drowsiness detection sensitivity AST (step 66), and if so, the drowsiness flag Fatt is set (step 67). If it does not continue, the doze sign flag Fatt is reset (step 68), and the nasal bone upper skin temperature is continuously read.

【0025】図5のステップ67において、居眠り兆候
フラグFattが立てられると気温の単調増加の確認を
行う処理に移行する(図4ステップ52)。そこで行わ
れる処理を図6のフローチャートを参照して次に説明す
る。まず、気温が単調増加しているときの気温のデータ
数をカウントするカウンタLをセットし(ステップ7
1)、データ保持手段より気温のの移動平均値を読み込
み(ステップ72)、直前の値との大小比較を行う(ス
テップ73)。このとき気温の移動平均値が単調増加で
なければステップ72に戻り引き続き気温データの読み
込みを行うが、単調増加であればカウンタLを+1イン
クリメントし(ステップ74)、単調増加が居眠り検出
感度ASTで設定された時間のあいだ持続しているかど
うか確認し(ステップ75)、持続していれば気温状態
フラグFatをリセットし(ステップ76)、引き続き
鼻骨上皮膚温の読み込みを行う。持続していなければ室
温状態フラグFatを立てる(ステップ77)。
In step 67 of FIG. 5, when the doze symptom flag Fatt is set, the process shifts to a process of confirming a monotonous increase in temperature (step 52 in FIG. 4). The processing performed there will be described below with reference to the flowchart of FIG. First, a counter L that counts the number of temperature data when the temperature is monotonically increasing is set (step 7
1), the moving average value of the temperature is read from the data holding means (step 72), and the magnitude comparison with the immediately preceding value is performed (step 73). At this time, if the moving average value of the temperature is not monotonically increasing, the process returns to step 72 to read the temperature data continuously, but if it is monotonically increasing, the counter L is incremented by +1 (step 74), and the monotonous increase is the drowsiness detection sensitivity AST. It is confirmed whether or not it has been maintained for the set time (step 75), and if it is maintained, the temperature condition flag Fat is reset (step 76), and the nasal bone upper skin temperature is continuously read. If not, the room temperature state flag Fat is set (step 77).

【0026】図6のステップ77において、室温状態フ
ラグFattが立てられない場合、咬筋上皮膚温の単調
増加の確認と居眠り判定を行う処理に移行する(図4ス
テップ53)。そこで行われる処理を図7のフローチャ
ートを参照して次に説明する。まず、咬筋上皮膚温が単
調増加しているときの咬筋上皮膚温のデータ数をカウン
トするカウンタNをセットし(ステップ81)、データ
保持手段より咬筋上皮膚温の移動平均値を読み込み(ス
テップ82)、直前の値との大小比較を行う(ステップ
83)。このとき気温の移動平均値が単調増加でなけれ
ばステップ82に戻り引き続き咬筋上皮膚温のデータの
読み込みを行うが、単調増加であればカウンタNを+1
インクリメントし(ステップ84)、単調増加が居眠り
検出感度ASTで設定された時間のあいだ持続しているか
どうか確認し(ステップ85)、持続していれば居眠り
状態フラグFslを立てて(ステップ86)、持続して
いなければ居眠り状態フラグFslを立てずに(ステッ
プ87)、外部へ居眠り状態フラグを出力する(ステッ
プ88)。
If the room temperature state flag Fatt cannot be set in step 77 of FIG. 6, the process shifts to a process of confirming a monotonous increase in the skin temperature on the masseter muscle and determining a drowsiness (step 53 in FIG. 4). The processing performed there will be described below with reference to the flowchart of FIG. First, a counter N that counts the number of data items of the masseter muscle skin temperature when the masseter muscle skin temperature monotonously increases is set (step 81), and the moving average value of the masseter muscle skin temperature is read from the data holding means (step 81). 82), and compares the magnitude with the immediately preceding value (step 83). At this time, if the moving average value of the air temperature is not monotonically increasing, the process returns to step 82 and the data of the skin temperature on the masseter muscle is continuously read.
It is incremented (step 84), and it is confirmed whether or not the monotonous increase continues for the time set by the drowsiness detection sensitivity AST (step 85), and if so, the doze state flag Fsl is set (step 86), If it does not continue, the dozing state flag Fsl is not set (step 87), and the dozing state flag is output to the outside (step 88).

【0027】ステップ88の段階で、緊張状態フラグF
attは常に0で、緊張状態フラグFattと居眠り状
態フラグFslの組み合わせは二通りになる。(Fat
t、Fsl)の組み合わせが(0,0)の場合は鼻骨上皮
膚温は所定の時間内で単調増加したが、咬筋上皮膚温は
所定の時間内で単調増加ではなかったことを示してい
る。これは皮膚血流を支配する交感神経は弛緩したけれ
ども、咬筋上皮膚温が下がる程は弛緩していない、つま
り、居眠りの兆候に対応している。また、(Fatt、
Fsl)の組み合わせが(0,1)の場合は、鼻骨上皮
膚温と、咬筋上皮膚温が所定の時間内で単調増加したこ
とを示し、この皮膚温の変化は交感神経系の弛緩を意味
しており、居眠りが始まったことに対応する。
At step 88, the tension state flag F
The att is always 0, and there are two combinations of the tension state flag Fatt and the doze state flag Fsl. (Fat
When the combination of (t, Fsl) is (0, 0), the nasal epidermis skin temperature monotonically increased within a predetermined time, but the masseter muscle skin temperature did not monotonically increase within a predetermined time. . This corresponds to the sympathetic nerve, which controls skin blood flow, but not so much that the temperature of the skin above the masseter muscle decreased, that is, a sign of dozing. In addition, (Fatt,
When the combination of (Fsl) is (0,1), it shows that the skin temperature above the nasal bone and the skin temperature above the masseter muscle monotonically increased within a predetermined time period, and this change in skin temperature means relaxation of the sympathetic nervous system. And respond to the start of dozing.

【0028】なお本発明の皮膚温検出手段は、上記実施
例のような熱電対などの接触型のセンサからなる必要は
必ずしもなく、非接触型のセンサも含め、すべて生体温
度センサとし、顔面部分の鼻骨上皮膚温、咬筋上皮膚温
の検出ができるものである。
The skin temperature detecting means of the present invention does not necessarily have to be a contact type sensor such as a thermocouple as in the above-mentioned embodiment, and all the body temperature sensors including non-contact type sensors are used for the face part. The skin temperature above the nasal bone and the skin temperature above the masseter muscle can be detected.

【0029】[0029]

【発明の効果】以上の説明から明らかなように、本発明
に係る居眠り検出装置によれば、皮膚温の絶対値ではな
く相対的な変化を検出することで、姿勢や気温、個人差
の影響を受けることなく精度よく居眠りが検出される。
As is apparent from the above description, according to the doze detection device of the present invention, the influence of posture, temperature and individual difference is detected by detecting not the absolute value of the skin temperature but the relative change. The snooze is detected accurately without being affected.

【0030】また、本発明の居眠り検出装置によれば、
居眠りに対応した皮膚温上昇が顕著に現れる咬筋上皮膚
温と、交感神経系の活動に鋭敏に反応する鼻骨上皮膚温
を検出することができ、咬筋上皮膚温の変化と鼻骨上皮
膚温の変化から覚醒、居眠りの兆候、居眠りの3状態を
判別することができる。
According to the doze detection device of the present invention,
It is possible to detect the skin temperature above the masseter muscle in which a significant rise in skin temperature corresponding to dozing occurs, and the skin temperature above the nasal bone that reacts sensitively to the activity of the sympathetic nervous system. From the change, it is possible to discriminate between the three states of awakening, signs of dozing, and dozing.

【図面の簡単な説明】[Brief description of the drawings]

【図1】本発明の一実施例に係る居眠り検出装置の構成
を示すブロック図
FIG. 1 is a block diagram showing a configuration of a doze detection device according to an embodiment of the present invention.

【図2】咬筋上皮膚温、鼻骨上皮膚温の「居眠り」にか
かわる時系列グラフ
[Fig.2] Time series graph of "snooping" of skin temperature above masseter muscle and skin temperature above nasal bone

【図3】図1に示す居眠り検出装置の温度処理手段にお
ける処理を示すフローチャート
FIG. 3 is a flowchart showing a process in a temperature processing means of the doze detection device shown in FIG.

【図4】図1に示す居眠り検出装置の覚醒度判定手段に
おける覚醒度判定方法の概要を示すフローチャート
4 is a flowchart showing an outline of a wakefulness determination method in a wakefulness determination means of the doze detection device shown in FIG.

【図5】図1に示す居眠り検出装置の覚醒度判定手段に
おける鼻骨上皮膚温の処理を示すフローチャート
5 is a flowchart showing a process of skin temperature above the nasal bone in the awakening degree determination means of the doze detection device shown in FIG.

【図6】図1に示す居眠り検出装置の覚醒度判定手段に
おける気温の処理を示すフローチャート
FIG. 6 is a flowchart showing temperature processing in the awakening degree determination means of the doze detection device shown in FIG.

【図7】図1に示す居眠り検出装置の覚醒度判定手段に
おける鼻骨上皮膚温の処理を示すフローチャート
FIG. 7 is a flowchart showing the processing of the skin temperature above the nasal bone in the awakening degree determination means of the doze detection device shown in FIG.

【符号の説明】[Explanation of symbols]

1 鼻骨上皮膚温センサ 2 咬筋上皮膚温センサ 3 気温センサ 4 温度データ保持手段 5 温度処理手段 6 演算結果保持手段 7 覚醒度判定手段 11 検出制御手段 DESCRIPTION OF SYMBOLS 1 Nasal skin temperature sensor 2 Masseter muscle skin temperature sensor 3 Air temperature sensor 4 Temperature data holding means 5 Temperature processing means 6 Calculation result holding means 7 Arousal level determination means 11 Detection control means

フロントページの続き (72)発明者 北村 知子 大阪府門真市大字門真1006番地 松下電器 産業株式会社内Front page continued (72) Inventor Tomoko Kitamura 1006 Kadoma, Kadoma-shi, Osaka Prefecture Matsushita Electric Industrial Co., Ltd.

Claims (2)

【特許請求の範囲】[Claims] 【請求項1】人体の皮膚温を検出する皮膚温検出手段
と、気温を検出する気温検出手段と、上記皮膚温検出手
段で検出された皮膚温データと上記気温検出手段で測定
された気温データを登録するデータ保持手段と、上記デ
ータ保持手段に登録された温度データを時系列演算処理
する温度処理手段と、上記温度処理手段から出力される
演算結果から、使用者の覚醒度を判定し、覚醒度に対応
した信号を外部に出力する覚醒度判定手段と、上記皮膚
温検出手段と覚醒度判定手段の動作を制御するための検
出制御手段とを備えたことを特徴とする居眠り検出装
置。
1. A skin temperature detecting means for detecting a skin temperature of a human body, an air temperature detecting means for detecting an air temperature, skin temperature data detected by the skin temperature detecting means, and air temperature data measured by the air temperature detecting means. A data holding means for registering, a temperature processing means for time-series arithmetic processing of temperature data registered in the data holding means, and a calculation result output from the temperature processing means, to determine the awakening degree of the user, A drowsiness detecting device comprising: an awakening degree determining means for outputting a signal corresponding to the awakening degree to the outside; and a detection control means for controlling the operations of the skin temperature detecting means and the awakening degree determining means.
【請求項2】人体の顔面部分の皮膚温から鼻骨上の皮膚
温および、咬筋上の皮膚温を抽出する皮膚温検出手段を
有することを特徴とする請求項1記載の居眠り検出装
置。
2. The drowsiness detecting apparatus according to claim 1, further comprising a skin temperature detecting means for extracting the skin temperature on the nasal bone and the skin temperature on the masseter muscle from the skin temperature of the face portion of the human body.
JP7318752A 1995-12-07 1995-12-07 Doze detecting device Pending JPH09154835A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP7318752A JPH09154835A (en) 1995-12-07 1995-12-07 Doze detecting device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP7318752A JPH09154835A (en) 1995-12-07 1995-12-07 Doze detecting device

Publications (1)

Publication Number Publication Date
JPH09154835A true JPH09154835A (en) 1997-06-17

Family

ID=18102548

Family Applications (1)

Application Number Title Priority Date Filing Date
JP7318752A Pending JPH09154835A (en) 1995-12-07 1995-12-07 Doze detecting device

Country Status (1)

Country Link
JP (1) JPH09154835A (en)

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JP2007233479A (en) * 2006-02-27 2007-09-13 Toyota Motor Corp Wakefulness estimating apparatus and method
JP2010122897A (en) * 2008-11-19 2010-06-03 Denso Corp Drowsiness determination apparatus, and program
US9501704B2 (en) 2012-10-05 2016-11-22 Panasonic Intellectual Property Corporation Of America Drowsiness estimation device, drowsiness estimation method, and computer-readable non-transient recording medium
US20160374606A1 (en) * 2015-06-29 2016-12-29 Panasonic Intellectual Property Management Co., Ltd. Human-state estimating method and human-state estimating system
JP6387173B1 (en) * 2017-10-30 2018-09-05 ダイキン工業株式会社 Sleepiness estimation device
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Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007233479A (en) * 2006-02-27 2007-09-13 Toyota Motor Corp Wakefulness estimating apparatus and method
JP2010122897A (en) * 2008-11-19 2010-06-03 Denso Corp Drowsiness determination apparatus, and program
US9501704B2 (en) 2012-10-05 2016-11-22 Panasonic Intellectual Property Corporation Of America Drowsiness estimation device, drowsiness estimation method, and computer-readable non-transient recording medium
US20160374606A1 (en) * 2015-06-29 2016-12-29 Panasonic Intellectual Property Management Co., Ltd. Human-state estimating method and human-state estimating system
CN106264449A (en) * 2015-06-29 2017-01-04 松下知识产权经营株式会社 People's condition estimation method and people's condition estimating system
US11141090B2 (en) 2015-06-29 2021-10-12 Panasonic Intellectual Property Management Co., Ltd. Human-state estimating method and human-state estimating system
JP6387173B1 (en) * 2017-10-30 2018-09-05 ダイキン工業株式会社 Sleepiness estimation device
WO2019087536A1 (en) * 2017-10-30 2019-05-09 ダイキン工業株式会社 Drowsiness estimation device
JP2019082282A (en) * 2017-10-30 2019-05-30 ダイキン工業株式会社 Drowsiness estimation device
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US11896396B2 (en) 2018-08-24 2024-02-13 Ts Tech Co., Ltd. Sensor-equipped seat

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