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JPH05155269A - Asleep driving detecting device - Google Patents

Asleep driving detecting device

Info

Publication number
JPH05155269A
JPH05155269A JP3323299A JP32329991A JPH05155269A JP H05155269 A JPH05155269 A JP H05155269A JP 3323299 A JP3323299 A JP 3323299A JP 32329991 A JP32329991 A JP 32329991A JP H05155269 A JPH05155269 A JP H05155269A
Authority
JP
Japan
Prior art keywords
driving
frequency
steering angle
driver
asleep
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
JP3323299A
Other languages
Japanese (ja)
Inventor
Junichi Fukuda
準一 福田
Hisashi Satonaka
久志 里中
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.)
Toyota Motor Corp
Original Assignee
Toyota Motor Corp
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 Toyota Motor Corp filed Critical Toyota Motor Corp
Priority to JP3323299A priority Critical patent/JPH05155269A/en
Publication of JPH05155269A publication Critical patent/JPH05155269A/en
Pending legal-status Critical Current

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  • Traffic Control Systems (AREA)
  • Auxiliary Drives, Propulsion Controls, And Safety Devices (AREA)
  • Emergency Alarm Devices (AREA)

Abstract

PURPOSE:To detect asleep driving at real time without distinction of drivers in an asleep driving detecting device to detect driving while dozing based on the steering angle and cross directional deviation of a vehicle. CONSTITUTION:The steering angle data detected by a steering angle sensor 10 are processed at an FFT signal processing section 12 to calculate a frequency vector detecting driver's characteristic frequency. Characteristic frequencies are detected by frequencies appearing often during normal driving. Frequencies lower than the characteristic frequency by 0.1Hz to 0.2Hz are abstracted by a filter 14, and when the frequencies become not less than a specified threshold level, it is judged that driver is dozing at the wheel.

Description

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

【0001】[0001]

【産業上の利用分野】本発明は居眠り運転検出装置、特
に操舵角などの車両動作量の変化を用いて居眠り運転を
検出する装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a drowsy driving detection device, and more particularly to a device for detecting a drowsy driving by using a change in a vehicle motion amount such as a steering angle.

【0002】[0002]

【従来の技術】従来より、高速道路走行などにおける安
全性を確保するために運転者の居眠り状態を検出する居
眠り運転検出装置が開発されている。
2. Description of the Related Art Conventionally, a drowsy driving detection device for detecting a drowsy state of a driver has been developed in order to ensure safety in driving on a highway.

【0003】このような居眠り運転検出装置では、通常
車両の操舵角をモニタし、その角度変化から運転者の意
識状態の低下すなわち居眠りを判定する構成が採用され
ている。
In such a drowsy driving detection device, a configuration is adopted in which the steering angle of a normal vehicle is monitored and a decrease in the driver's consciousness, that is, a drowsiness is determined from the change in the steering angle.

【0004】例えば、特開昭60−76424号公報に
開示された居眠り運転検出装置においては、ステアリン
グが一定角度回動したことを検出し、この回動信号を積
算して所定値に達したことを検出した場合に居眠り運転
と判定して警報を発生するものである。
For example, in the drowsy driving detection device disclosed in Japanese Patent Laid-Open No. 60-76424, it is detected that the steering wheel has rotated by a certain angle, and the rotation signals are integrated to reach a predetermined value. When it is detected that the vehicle is a dozing drive, an alarm is generated.

【0005】また、特開昭60−157927号公報に
開示された車両用警報装置においては、所定監視期間内
に操舵角検出器からの高周波成分から求められた監視値
が基準値を越えたときに居眠り運転が発生したと判定
し、警報を与えるものである。
Further, in the vehicle alarm device disclosed in Japanese Patent Laid-Open No. 60-157927, when the monitoring value obtained from the high frequency component from the steering angle detector exceeds a reference value within a predetermined monitoring period. It is determined that a drowsiness driving has occurred and an alarm is given.

【0006】[0006]

【発明が解決しようとする課題】しかしながら、ステア
リングが一定角度回動したことを検出し、この回動信号
を積算して所定値に達した場合に居眠りを判定する構成
では、カーブ走路において運転者が通常のステアリング
操作を行った場合にも居眠り運転と判定されてしまう可
能性があり、従って基本的に直線走路でしか有効に動作
しない問題があった。
However, in a configuration in which it is detected that the steering wheel has turned by a certain angle and the turning signals are integrated to determine whether or not the vehicle has fallen asleep, a driver on a curved track is required. There is a possibility that the driver may be determined to fall asleep even when the normal steering operation is performed, and thus there is a problem that the vehicle basically only operates effectively on a straight track.

【0007】また、ステアリングの回動角は運転者の個
人差に依存するところが多く、運転者によっては平常運
転時でもステアリングを大きくとる傾向がある場合があ
り、従って全ての運転者に対応できる汎用性に欠ける問
題があった。
Further, the turning angle of the steering wheel is often dependent on the individual difference of the driver, and there is a tendency that some drivers tend to take a large steering wheel even during normal driving, so that it can be applied to all drivers. There was a problem of lack of sex.

【0008】さらに、所定監視期間内に操舵角検出器か
らの高周波成分から求められた監視値が基準値を越えた
ときに居眠り運転が発生したと判定する構成において
も、運転者の居眠り運転の態様によっては必ずしも高周
波成分が平常運転時よりも増大するとは限らず、従って
高周波成分で確実に居眠り運転発生を検出するのは困難
である問題があった。
Further, even in the configuration in which it is determined that the drowsiness driving has occurred when the monitoring value obtained from the high frequency component from the steering angle detector exceeds the reference value within the predetermined monitoring period, the drowsiness driving of the driver can be performed. Depending on the mode, the high frequency component does not always increase as compared with that during normal operation, and thus it is difficult to reliably detect the occurrence of drowsiness with the high frequency component.

【0009】そこで、係る事情に鑑み本願出願人は先に
特願平3−222967号にて操舵角や横変位量などの
車両動作量の低周波成分を抽出し、これを平常運転時の
サンプルと比較して所定値以上増大している場合には居
眠り運転と判定する居眠り運転検出装置を提案した。
In view of such circumstances, the applicant of the present application previously extracted a low-frequency component of a vehicle operation amount such as a steering angle and a lateral displacement amount in Japanese Patent Application No. 3-222967, and used this as a sample during normal operation. We have proposed a doze driving detection device that determines that the vehicle is a dozing driving when it increases more than a predetermined value.

【0010】しかしながら、操舵角や横変位量などを高
速フーリエ変換(FFT)処理する際、ある程度の長さ
のデータ(数分間分)を蓄えて処理するため、リアルタ
イム性が失われてしまう問題があり、またFFT信号処
理をするのに、運転者の操舵周波数を高い分解能で解析
するためにデータ長が長大化してしまう問題があった。
However, when performing a fast Fourier transform (FFT) process on the steering angle, the lateral displacement, etc., data of a certain length (for several minutes) is stored and processed, so that there is a problem that the real-time property is lost. However, the FFT signal processing has a problem that the data length becomes long because the steering frequency of the driver is analyzed with high resolution.

【0011】本発明は上記従来技術の有する課題に鑑み
なされたものであり、その目的は運転者の個人差によら
ずいかなる走路においてもリアルタイムで確実に居眠り
運転を検出することが可能な居眠り運転検出装置を提供
することにある。
The present invention has been made in view of the above-mentioned problems of the prior art, and its purpose is to make it possible to reliably detect the dozing driving in real time on any running road regardless of individual differences of the driving. It is to provide a detection device.

【0012】[0012]

【課題を解決するための手段】上記目的を達成するため
に、本発明に係る居眠り運転検出装置は、図1に示され
るように車両動作量を連続的に検出する動作量検出手段
1と、平常運転時の前記車両動作量の周波数スペクトル
から運転者固有の特徴周波数を検出する検出手段2と、
走行開始から所定時間経過後の前記車両動作量の周波数
スペクトルから前記特徴周波数より0.1Hzないし
0.2Hz低い周波数成分を抽出するフィルタ手段3
と、前記フィルタ手段3にて抽出された周波数成分のレ
ベルと所定しきい値レベルとを比較する比較手段4とを
有し、フィルタ手段3にて抽出された周波数成分の所定
しきい値レベル以上の増大から居眠り運転発生を検出す
ることを特徴とする。
In order to achieve the above object, a doze driving detection apparatus according to the present invention comprises an operation amount detecting means 1 for continuously detecting a vehicle operation amount as shown in FIG. A detection means 2 for detecting a characteristic frequency peculiar to the driver from the frequency spectrum of the vehicle motion amount during normal driving;
Filter means 3 for extracting a frequency component 0.1 Hz to 0.2 Hz lower than the characteristic frequency from the frequency spectrum of the vehicle motion amount after a predetermined time has elapsed from the start of traveling.
And a comparing means 4 for comparing the level of the frequency component extracted by the filter means 3 with a predetermined threshold level, which is equal to or higher than the predetermined threshold level of the frequency component extracted by the filter means 3. It is characterized in that the occurrence of drowsiness driving is detected from the increase in the number of driving.

【0013】[0013]

【作用】本発明の居眠り運転検出装置はこのような構成
を有しており、特定周波数をフィルタ手段にて抽出し、
この抽出周波数のレベルを比較することによりリアルタ
イムで居眠り運転発生を検出するものである。
The dozing driving detection device of the present invention has such a configuration, and extracts the specific frequency by the filter means,
By comparing the levels of the extracted frequencies, the occurrence of drowsy driving is detected in real time.

【0014】運転者の運転操作は認知、判断、操作とい
う一連の動作の繰返しとして捉えることができ、平常運
転時にはこれら各ステップは運転者の正常な意識下で瞬
時に行われるが、運転者の意識が低下し始めるとこれら
各ステップが円滑に行われなくなり、従って出力である
操舵角の変化も緩慢になるので低周波成分が増大するこ
とになる。
The driver's driving operation can be regarded as a repetition of a series of operations of recognition, judgment, and operation. During normal driving, each of these steps is instantaneously performed under the normal consciousness of the driver. When the consciousness begins to decrease, these steps are not performed smoothly, and therefore the change in the steering angle, which is the output, also becomes slow, so that the low frequency component increases.

【0015】本願出願人はこのような低周波成分の増大
に着目し、特に運転者の個人差が顕著に現れる特徴周波
数より0.1Hzないし0.2Hz低い周波数成分が居
眠り運転検出に特に適していることを見出し、この周波
数成分をフィルタ手段にて取り出すことによりリアルタ
イムで確実に居眠り運転検出を行うことを可能とした。
The applicant of the present application pays attention to such an increase in the low frequency component, and particularly a frequency component lower by 0.1 Hz to 0.2 Hz than the characteristic frequency in which the individual difference of the driver is remarkable is particularly suitable for the detection of the dozing driving. It was found that this frequency component was taken out by the filter means, and it was possible to detect the dozing driving surely in real time.

【0016】[0016]

【実施例】以下、図面を用いながら本発明に係る居眠り
運転検出装置の好適な実施例を説明する。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS A preferred embodiment of a doze driving detection apparatus according to the present invention will be described below with reference to the drawings.

【0017】図2には本実施例の構成ブロック図が示さ
れており、また図3には本実施例の動作フローチャート
が示されている。図において、動作量検出手段としての
操舵角センサ10は車両のステアリングシャフトに取り
付けられる。操舵角センサ10としては、例えばステア
リングシャフトに圧入されたスリット板とコラムチュー
ブに取り付けられた2組のホトインターラプタを用いる
ことができ、ステアリングシャフトの回転に伴いホトイ
ンターラプタがスリット板により遮光されたりされなか
ったりすることでオン、オフするのを用いてステアリン
グの回転方向及び回転角度を検出することができる。
FIG. 2 shows a block diagram of the configuration of this embodiment, and FIG. 3 shows an operation flowchart of this embodiment. In the figure, a steering angle sensor 10 as an operation amount detecting means is attached to a steering shaft of a vehicle. As the steering angle sensor 10, for example, a slit plate press-fitted into a steering shaft and two sets of photointerrupters attached to a column tube can be used, and the photointerrupter is shielded from light by the slit plate as the steering shaft rotates. The turning direction and the turning angle of the steering can be detected by turning on and off depending on whether the steering wheel is turned on or off.

【0018】そして、この操舵角センサ10からの検出
信号はFFT信号処理部12に入力され、高速フーリエ
変換が行われて操舵角の周波数スペクトルが算出され
る。具体的には、操舵角センサ10から順次供給される
操舵角信号はFFT信号処理部12内のメモリに入力さ
れ、20分間の操舵角データが順次更新されつつ格納さ
れる。そして、現在から過去数秒間例えば540秒間の
操舵角データを10秒毎に高速フーリエ変換し、過去5
40秒間の周波数スペクトルを算出する(図3S101
−S103)。
Then, the detection signal from the steering angle sensor 10 is input to the FFT signal processing unit 12, and the fast Fourier transform is performed to calculate the frequency spectrum of the steering angle. Specifically, the steering angle signals sequentially supplied from the steering angle sensor 10 are input to the memory in the FFT signal processing unit 12, and the steering angle data for 20 minutes are sequentially updated and stored. Then, the steering angle data for the past several seconds, for example, 540 seconds from the present is subjected to the fast Fourier transform every 10 seconds to obtain the past five seconds.
A frequency spectrum for 40 seconds is calculated (S101 in FIG. 3).
-S103).

【0019】このようにして周波数スペクトルが算出さ
れた後、FFT信号処理部12はさらにこの周波数スペ
クトルから運転者固有の特徴周波数を検出する。この特
徴周波数は平常運転時、例えば運転開始から10分間経
過以前の運転における操舵の変化(具体的には、運転開
始から10分間経過以前の操舵角データの周波数スペク
トルのうち、特にレベルが高い、すなわち頻繁に出現す
る操舵周波数)から検出される。この特徴周波数は運転
者固有の物理量であり、従って運転者が変わればこの特
徴周波数も変化し、これにより運転者に応じた汎用性の
高い判定が可能となる。
After the frequency spectrum is calculated in this manner, the FFT signal processing section 12 further detects a characteristic frequency peculiar to the driver from this frequency spectrum. This characteristic frequency is a change in steering during normal operation, for example, 10 minutes before the start of the operation (specifically, the frequency spectrum of the steering angle data 10 minutes before the start of the operation has a particularly high level, That is, it is detected from the steering frequency that frequently appears. This characteristic frequency is a physical quantity peculiar to the driver. Therefore, if the driver changes, the characteristic frequency also changes, which enables highly versatile determination according to the driver.

【0020】このように特徴周波数が検出された後、こ
の特徴周波数から0.1Hzないし0.2Hz低い周波
数帯域にフィルタ14のカットオフ周波数を設定する
(S105)。
After the characteristic frequency is detected in this way, the cutoff frequency of the filter 14 is set to a frequency band lower than the characteristic frequency by 0.1 Hz to 0.2 Hz (S105).

【0021】図4(A)には平常運転時における運転者
の操舵角の周波数スペクトルの一例が示されており、
0.4Hz付近に操舵スペクトルが集中しており、この
0.4Hzが特徴周波数fT となる。なお、図において
0.1Hz以下の周波数のスペクトルが高いのはカーブ
走路を走行したことによる。
FIG. 4 (A) shows an example of the frequency spectrum of the steering angle of the driver during normal driving,
The steering spectrum is concentrated around 0.4 Hz, and this 0.4 Hz becomes the characteristic frequency f T. In the figure, the spectrum with a frequency of 0.1 Hz or less is high because the vehicle runs on a curved track.

【0022】このようにしてフィルタが設定された後、
次に運転開始から10分経過後における居眠り運転が検
出される。すなわち、操舵角センサ10からの操舵角デ
ータは前述したようにカットオフ周波数が設定された
(本実施例においては特徴周波数0.4Hzであるの
で、それより0.1Hz−0.2Hz低い0.2Hz−
0.3Hzの範囲)フィルタ14に入力し、0.2Hz
−0.3Hzの周波数帯域の成分のみが抽出される。そ
して、抽出された周波数成分のレベルと所定しきい値レ
ベルとが比較器16にてリアルタイムで比較され、しき
い値以上である場合には居眠り運転が発生したと判定し
警報器18を作動させる(S106−S107)。
After the filter is set in this way,
Next, dozing driving is detected 10 minutes after the start of driving. That is, the steering angle data from the steering angle sensor 10 has the cut-off frequency set as described above (since the characteristic frequency is 0.4 Hz in the present embodiment, it is 0.1 Hz-0.2 Hz lower than that. 2Hz-
0.3Hz range) Input to filter 14 and 0.2Hz
Only the components in the −0.3 Hz frequency band are extracted. Then, the level of the extracted frequency component and the predetermined threshold level are compared in real time by the comparator 16, and when the level is equal to or higher than the threshold value, it is determined that the drowsiness driving has occurred, and the alarm device 18 is activated. (S106-S107).

【0023】図4(B)には実際に居眠り運転が発生し
た場合の操舵角の周波数スペクトルの一例が示されてお
り、特徴周波数fT より0.1Hz−0.2Hz低い
0.2Hz−0.3Hzの周波数帯域では平常時に比べ
て著しくレベルが増大しており、従って例えば平常時に
おけるレベルの1.5倍程度をしきい値レベルに設定す
ることにより、居眠り運転が確実に検出されることが理
解される。
FIG. 4 (B) shows an example of the frequency spectrum of the steering angle when a drowsy driving actually occurs, which is 0.2 Hz-0 lower than the characteristic frequency f T by 0.1 Hz-0.2 Hz. In the frequency band of 3 Hz, the level is remarkably increased as compared with the normal state, and therefore, for example, by setting the threshold level to about 1.5 times the level in the normal state, it is possible to reliably detect the dozing driving. Is understood.

【0024】このように、本実施例においては運転者の
運転特性が現れる特徴周波数より所定周波数低い周波数
帯域に着目し、この周波数帯域におけるレベルの増大に
より居眠り運転発生か否かを判定するものであり、運転
者によらずかつ走行走路によらず確実に居眠り運転をリ
アルタイムで検出することが可能となる。
As described above, in the present embodiment, attention is paid to a frequency band lower by a predetermined frequency than the characteristic frequency in which the driver's driving characteristics appear, and it is determined whether or not a drowsy driving occurs by increasing the level in this frequency band. Therefore, it becomes possible to reliably detect the dozing driving in real time irrespective of the driver and the traveling road.

【0025】なお、本実施例においては車両動作量とし
て操舵角を用いたが、他の車両動作量例えば横変位量な
どを用いてもよい。
Although the steering angle is used as the vehicle operation amount in this embodiment, another vehicle operation amount such as a lateral displacement amount may be used.

【0026】[0026]

【発明の効果】以上説明したように、本発明に係る居眠
り運転検出装置によれば、運転者によらずリアルタイム
で居眠り運転検出を行うことができる。
As described above, according to the doze driving detection device of the present invention, it is possible to detect the dozing driving in real time regardless of the driver.

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

【図1】本発明の構成ブロック図である。FIG. 1 is a configuration block diagram of the present invention.

【図2】本発明の一実施例の構成ブロック図である。FIG. 2 is a configuration block diagram of an embodiment of the present invention.

【図3】同実施例の動作フローチャート図である。FIG. 3 is an operation flowchart diagram of the embodiment.

【図4】同実施例における平常運転時及び居眠り運転時
の操舵角周波数スペクトル図である。
FIG. 4 is a steering angular frequency spectrum diagram during normal driving and during dozing driving in the same embodiment.

【符号の説明】[Explanation of symbols]

10 操舵角センサ 12 FFT信号処理部 14 フィルタ 16 比較器 18 警報器 10 Steering Angle Sensor 12 FFT Signal Processor 14 Filter 16 Comparator 18 Alarm

Claims (1)

【特許請求の範囲】[Claims] 【請求項1】 車両動作量を連続的に検出する動作量検
出手段と、 平常運転時の前記車両動作量の周波数スペクトルから運
転者固有の特徴周波数を検出する検出手段と、 走行開始から所定時間経過後の前記車両動作量の周波数
スペクトルから前記特徴周波数より0.1Hzないし
0.2Hz低い周波数成分を抽出するフィルタ手段と、 前記フィルタ手段にて抽出された周波数成分のレベルと
所定しきい値レベルとを比較する比較手段と、 を有し、フィルタ手段にて抽出された周波数成分の所定
しきい値レベル以上の増大から居眠り運転発生を検出す
ることを特徴とする居眠り運転検出装置。
1. A motion amount detecting means for continuously detecting a vehicle motion amount, a detecting means for detecting a characteristic frequency peculiar to a driver from a frequency spectrum of the vehicle motion amount during normal operation, and a predetermined time from the start of traveling. Filter means for extracting a frequency component 0.1 Hz to 0.2 Hz lower than the characteristic frequency from the frequency spectrum of the vehicle motion amount after the passage, the level of the frequency component extracted by the filter means, and a predetermined threshold level A drowsiness driving detection device for detecting the occurrence of a drowsiness driving from the increase of the frequency component extracted by the filter means at a predetermined threshold level or more.
JP3323299A 1991-12-06 1991-12-06 Asleep driving detecting device Pending JPH05155269A (en)

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Application Number Priority Date Filing Date Title
JP3323299A JPH05155269A (en) 1991-12-06 1991-12-06 Asleep driving detecting device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP3323299A JPH05155269A (en) 1991-12-06 1991-12-06 Asleep driving detecting device

Publications (1)

Publication Number Publication Date
JPH05155269A true JPH05155269A (en) 1993-06-22

Family

ID=18153236

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Application Number Title Priority Date Filing Date
JP3323299A Pending JPH05155269A (en) 1991-12-06 1991-12-06 Asleep driving detecting device

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Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08115500A (en) * 1994-08-23 1996-05-07 Sumitomo Electric Ind Ltd Device for preventing drive with arousal degree reduced and device for preventing abnormal running
JPH08178712A (en) * 1994-12-22 1996-07-12 Toyota Motor Corp Rambling-drive detection apparatus
DE19602766A1 (en) * 1995-01-27 1996-08-08 Fuji Heavy Ind Ltd Motor vehicle anti-collision and inadvertent driving line change warning device
JP2002154345A (en) * 2000-11-24 2002-05-28 Fuji Heavy Ind Ltd Awakening degree estimation device for vehicle and method of estimating awakening degree
JP2007334479A (en) * 2006-06-13 2007-12-27 Advanced Telecommunication Research Institute International Driving motion analysis apparatus and driving motion analysis method
WO2008052827A1 (en) 2006-11-03 2008-05-08 Robert Bosch Gmbh Method and device for driver state detection
JP2008140118A (en) * 2006-12-01 2008-06-19 Advanced Telecommunication Research Institute International Hazard motion detection device and hazard motion detection method
JP2009289251A (en) * 2008-04-30 2009-12-10 Toyota Central R&D Labs Inc Consciousness deterioration driving detection device, driving support apparatus, and program
CN104340113A (en) * 2013-08-06 2015-02-11 新唐科技股份有限公司 Warning method and warning system
JP2019095915A (en) * 2017-11-20 2019-06-20 富士通株式会社 Waveform estimation device, method for estimating waveform, and waveform estimation program

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08115500A (en) * 1994-08-23 1996-05-07 Sumitomo Electric Ind Ltd Device for preventing drive with arousal degree reduced and device for preventing abnormal running
JPH08178712A (en) * 1994-12-22 1996-07-12 Toyota Motor Corp Rambling-drive detection apparatus
DE19602766A1 (en) * 1995-01-27 1996-08-08 Fuji Heavy Ind Ltd Motor vehicle anti-collision and inadvertent driving line change warning device
DE19602766C2 (en) * 1995-01-27 1998-07-23 Fuji Heavy Ind Ltd Warning system for a vehicle
JP2002154345A (en) * 2000-11-24 2002-05-28 Fuji Heavy Ind Ltd Awakening degree estimation device for vehicle and method of estimating awakening degree
JP4612943B2 (en) * 2000-11-24 2011-01-12 富士重工業株式会社 Awakening degree estimation device and awakening degree estimation method for vehicle
JP2007334479A (en) * 2006-06-13 2007-12-27 Advanced Telecommunication Research Institute International Driving motion analysis apparatus and driving motion analysis method
WO2008052827A1 (en) 2006-11-03 2008-05-08 Robert Bosch Gmbh Method and device for driver state detection
JP2008140118A (en) * 2006-12-01 2008-06-19 Advanced Telecommunication Research Institute International Hazard motion detection device and hazard motion detection method
JP2009289251A (en) * 2008-04-30 2009-12-10 Toyota Central R&D Labs Inc Consciousness deterioration driving detection device, driving support apparatus, and program
CN104340113A (en) * 2013-08-06 2015-02-11 新唐科技股份有限公司 Warning method and warning system
JP2019095915A (en) * 2017-11-20 2019-06-20 富士通株式会社 Waveform estimation device, method for estimating waveform, and waveform estimation program

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