JPH08247940A - Road surface state detection device - Google Patents
Road surface state detection deviceInfo
- Publication number
- JPH08247940A JPH08247940A JP5460995A JP5460995A JPH08247940A JP H08247940 A JPH08247940 A JP H08247940A JP 5460995 A JP5460995 A JP 5460995A JP 5460995 A JP5460995 A JP 5460995A JP H08247940 A JPH08247940 A JP H08247940A
- Authority
- JP
- Japan
- Prior art keywords
- road surface
- light
- surface state
- wavelength
- vehicle
- 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
Links
- 238000001514 detection method Methods 0.000 title claims abstract description 13
- 238000001228 spectrum Methods 0.000 description 13
- 238000010586 diagram Methods 0.000 description 6
- 230000008014 freezing Effects 0.000 description 5
- 238000007710 freezing Methods 0.000 description 5
- 238000005259 measurement Methods 0.000 description 4
- 230000003321 amplification Effects 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 238000000034 method Methods 0.000 description 2
- 238000003199 nucleic acid amplification method Methods 0.000 description 2
- 230000010287 polarization Effects 0.000 description 2
- 238000001035 drying Methods 0.000 description 1
- 238000001914 filtration Methods 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 230000003595 spectral effect Effects 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
- 238000009736 wetting Methods 0.000 description 1
Landscapes
- Photometry And Measurement Of Optical Pulse Characteristics (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
Abstract
Description
【0001】[0001]
【産業上の利用分野】この発明は、路面からの反射光の
異なる波長域の受光レベルに基づいて、路面の状態(乾
燥,濡れ,凍結)を検知する路面状態検知装置に関す
る。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a road surface condition detecting device for detecting the condition of a road surface (drying, wetting, freezing) based on the light receiving levels of reflected light from the road surface in different wavelength regions.
【0002】[0002]
【従来の技術】一定のレベルで路面上に放射したマイク
ロ波の反射波の受信レベルおよび路面の放射温度、およ
び、この検知に先立つ前回の路面データから路面の凍結
状態を検知する技術が、特開昭55−147378号公
報で提案されている。2. Description of the Related Art A technique for detecting a frozen state of a road surface based on a reception level of a reflected wave of a microwave radiated on a road surface at a constant level and a radiation temperature of the road surface, and previous road surface data prior to this detection is particularly known. It is proposed in Japanese Laid-Open Publication No. 55-147378.
【0003】車両の真下の路面からの赤外線を検出する
ことで路面の温度を検出し、路面凍結警告を行なう装置
が、特開昭59−188545号公報で提案されてい
る。Japanese Patent Application Laid-Open No. 59-188545 proposes a device for detecting the temperature of the road surface by detecting infrared rays from the road surface directly under the vehicle to issue a road surface freezing warning.
【0004】[0004]
【発明が解決しようとする課題】特開昭55−1473
78号公報で提案された技術は、路面凍結の検知に前回
の路面データを参酌する必要があるため、固定された観
測地点の路面状態を検知するのに適するが、走行中の車
両で路面状態を検知するには適していない。Problems to be Solved by the Invention JP-A-55-1473
The technique proposed in Japanese Patent No. 78 is suitable for detecting the road surface condition at a fixed observation point because it is necessary to take the previous road surface data into consideration when detecting the road surface freezing. Is not suitable for detecting.
【0005】特開昭59−188545号公報で提案さ
れた路面凍結警告装置は、車両の真下の路面からの赤外
線を検出しているので、太陽光による影響の少ない路面
温度検出が可能となるが、あくまでも路面温度に基づい
て凍結の警告を発するものであって、路面が凍結状態に
あることを正確に検出するものではない。The road surface freeze warning device proposed in Japanese Patent Laid-Open No. 59-188545 detects infrared rays from the road surface directly under the vehicle, so that it is possible to detect the road surface temperature that is less affected by sunlight. However, the warning of freezing is only issued based on the road surface temperature, and the fact that the road surface is in a frozen state is not accurately detected.
【0006】この発明はこのような課題を解決するため
なされたもので、走行中でも路面状態を検知でき、さら
に、車両の前方の路面状態をも検知できる路面状態検知
装置を提供することを目的とする。The present invention has been made to solve the above problems, and an object thereof is to provide a road surface state detecting device capable of detecting a road surface state even while traveling and further detecting a road surface state in front of a vehicle. To do.
【0007】[0007]
【課題を解決するための手段】前記課題を解決するため
この発明に係る路面状態検知装置は、波長の異なる光を
投光する投光手段と、路面からの反射光を受光する受光
手段と、各波長の反射光のレベルを比較することで路面
状態を判定する路面状態判定手段とからなることを特徴
とする。In order to solve the above-mentioned problems, a road surface state detecting device according to the present invention comprises a light projecting means for projecting lights having different wavelengths, and a light receiving means for receiving reflected light from the road surface. It is characterized in that it comprises a road surface condition judging means for judging the road surface condition by comparing the levels of the reflected lights of the respective wavelengths.
【0008】なお、波長が0.8μm〜20μmの赤外
光〜遠赤外光領域の光を利用するのが望ましい。また、
投光手段は偏波光を投光するようにしてもよい。さら
に、投光手段は変調した光を投光し、受光手段は変調光
の信号成分を抽出する手段を備える構成としてもよい。It is desirable to use light in the infrared light to far infrared light region having a wavelength of 0.8 μm to 20 μm. Also,
The light projecting means may project polarized light. Further, the light projecting means may project the modulated light, and the light receiving means may include means for extracting the signal component of the modulated light.
【0009】[0009]
【作用】図2は路面からの反射光のスペクトラムであ
る。横軸は光の波長、縦軸は反射率を示す。特性Dは乾
燥した路面(Dry)、特性Wは濡れた路面(Wate
r)、特性Iは凍結した路面(Ice)からの反射光の
スペクトラムである。図2に示すように、路面の状態に
よって反射光のスペクトラムが異なる。例えば、波長
2.5μmと波長3μmの反射率(受光レベル)の比
は、凍結路面では1.1:0.3程度、濡れた路面では
1.38:1.0、乾燥した路面では1.8:1.2と
なる。したがって、異なる波長の反射光レベルを比較す
ることで路面状態を検知することができる。2 is a spectrum of light reflected from the road surface. The horizontal axis represents the wavelength of light and the vertical axis represents the reflectance. Characteristic D is a dry road surface (Dry), and characteristic W is a wet road surface (Wate).
r), characteristic I is the spectrum of the reflected light from the frozen road surface (Ice). As shown in FIG. 2, the spectrum of the reflected light differs depending on the condition of the road surface. For example, the ratio of the reflectance (light receiving level) of the wavelength 2.5 μm and the wavelength 3 μm is about 1.1: 0.3 on the frozen road surface, 1.38: 1.0 on the wet road surface, and 1. on the dry road surface. It is 8: 1.2. Therefore, the road surface condition can be detected by comparing the reflected light levels of different wavelengths.
【0010】なお、波長が0.8μm〜20μmの赤外
光〜遠赤外光領域の光を利用することで、路面状態を探
知するための光線が人間の目に感ずることなく、車両前
方を探知するために光度の大きい光を放射することがで
きる。また、偏波光を投光することで、ことで外乱光の
影響を軽減し、精度の高い探知が可能となる。さらに、
変調光を投光し、受光手段は変調光の信号成分を抽出す
る構成とすることで、外乱光(太陽光,街路灯,他の車
両のヘッドライト等)の影響を軽減し、精度の高い探知
が可能となる。By using light in the infrared light to far infrared light region having a wavelength of 0.8 μm to 20 μm, the light beam for detecting the road surface condition can be seen in front of the vehicle without being noticed by human eyes. High intensity light can be emitted for detection. Further, by projecting polarized light, the influence of ambient light can be reduced, and highly accurate detection can be performed. further,
By adopting a configuration in which modulated light is projected and the light receiving means extracts the signal component of the modulated light, the influence of ambient light (sunlight, street lights, headlights of other vehicles, etc.) is reduced, and high precision is achieved. It becomes possible to detect.
【0011】[0011]
【実施例】以下この発明の実施例を添付図面に基づいて
説明する。図1はこの発明に係る路面状態検知装置のブ
ロック構成図である。路面状態検知装置1は、投光手段
2と、受光手段3と、A/D変換器4と、路面状態判定
手段5とからなる。Embodiments of the present invention will be described below with reference to the accompanying drawings. FIG. 1 is a block diagram of a road surface state detecting device according to the present invention. The road surface state detecting device 1 includes a light projecting unit 2, a light receiving unit 3, an A / D converter 4, and a road surface state determining unit 5.
【0012】投光手段2は、第1の波長λ1の光を発生
する第1の光源21と、第2の波長λ2の光を発生する
第2の光源22とを備え、各光源21,22で発生した
光を路面へ向けて投光するよう構成している。The light projecting means 2 comprises a first light source 21 which emits light of a first wavelength λ1 and a second light source 22 which emits light of a second wavelength λ2. It is configured to project the light generated in 1) toward the road surface.
【0013】受光手段3は、第1の波長λ1用の分光器
31と、第2の波長λ2用の分光器32と、各分光器3
1,32で分光した光を検出し光の強度に応じた電気的
出力を発生する各受光素子33,34を備える。The light receiving means 3 includes a spectroscope 31 for the first wavelength λ1, a spectroscope 32 for the second wavelength λ2, and each spectroscope 3
The light receiving elements 33 and 34 that detect the light dispersed by the light sources 1 and 32 and generate an electrical output according to the intensity of the light are provided.
【0014】各受光素子33,34の出力33a,34
aは、A/D変換器4で対応するデジタルデータ4aへ
変換され、路面状態判定手段5へ供給される。なお、各
受光素子33,34の出力33a,34aを直流増幅器
等で増幅した後にA/D変換するようにしてもよい。Outputs 33a, 34 of the respective light receiving elements 33, 34
The a is converted into corresponding digital data 4a by the A / D converter 4, and is supplied to the road surface state determination means 5. The outputs 33a and 34a of the light receiving elements 33 and 34 may be A / D converted after being amplified by a DC amplifier or the like.
【0015】路面状態判定手段5は、各波長の受光レベ
ルを比較することで路面状態を判断し、乾燥,濡れ,凍
結の判定結果5aを出力する。なお、路面状態を判断す
るために各種路面における各波長毎の受光レベル、また
は、2つの波長の受光レベルの比のデータを予め登録し
ている。The road surface condition judging means 5 judges the road surface condition by comparing the light receiving levels of the respective wavelengths, and outputs the judgment result 5a of dryness, wetness and freezing. In order to determine the road surface condition, the light receiving level for each wavelength on the various road surfaces or the data of the ratio of the light receiving levels of the two wavelengths is registered in advance.
【0016】図2は路面からの反射光のスペクトラム、
図3は同スペクトラムの測定条件を示す説明図である。
図2に示すスペクトラムは、路面に対して入射角80度
で投光した光の反射光を測定したものである。測定距離
は10センチメートルである。測定には90度偏向した
光を用いた。FIG. 2 shows the spectrum of the light reflected from the road surface,
FIG. 3 is an explanatory diagram showing the measurement conditions of the same spectrum.
The spectrum shown in FIG. 2 is obtained by measuring the reflected light of the light projected at an incident angle of 80 degrees with respect to the road surface. The measuring distance is 10 cm. Light deflected by 90 degrees was used for the measurement.
【0017】図2に示した測定結果から乾燥した路面は
反射率が高く、凍結した路面は反射率が低いことがわか
るが、反射率は路面の凹凸等によっても変化するし、入
射角が異なれば変化するため、精度の高い路面状態判定
は困難であると考えられる。そこで、路面状態によるス
ペクトラムの相違に着目して路面状態を判定することと
した。例えば、波長2〜2.5μmのレベル(反射率)
もしくは波長4μmのレベル(反射率)と波長3μmの
レベル(反射率)を比較すると、凍結路面では波長3μ
mのレベル低下が大であり、水等で濡れた路面ではレベ
ルの低下度合が小さい。このように、異なる波長の受光
レベルを比較することで、路面状態を精度よく判定する
ことができる。From the measurement results shown in FIG. 2, it can be seen that the dry road surface has a high reflectance and the frozen road surface has a low reflectance. However, the reflectance also varies depending on the unevenness of the road surface and the incident angle is different. Therefore, it is difficult to determine the road surface condition with high accuracy. Therefore, it was decided to determine the road surface condition by paying attention to the difference in spectrum depending on the road surface condition. For example, a level of 2 to 2.5 μm (reflectance)
Or comparing the level of 4μm wavelength (reflectance) and the level of 3μm wavelength (reflectance), it is 3μm on the frozen road surface.
The level of m is greatly reduced, and the level of the level is small on a road surface wet with water or the like. In this way, by comparing the received light levels of different wavelengths, it is possible to accurately determine the road surface condition.
【0018】図4はこの発明に係る他の路面状態検知装
置のブロック構成図である。この路面状態検知装置10
は、変調光を投光するようにしたものである。投光手段
20は、変調手段23を備え、所定の周期でパルス変調
もしくは所定の周波数で強度変調した光を各光源21,
22から投光する。FIG. 4 is a block diagram of another road surface state detecting device according to the present invention. This road surface condition detection device 10
Is a device for emitting modulated light. The light projecting means 20 includes a modulating means 23, which emits light that is pulse-modulated at a predetermined cycle or intensity-modulated at a predetermined frequency to each light source 21,
Light is emitted from 22.
【0019】受光手段30は、各受光素子33,34の
出力を増幅・検波する増幅・検波手段35,36と各検
波出力から変調に用いた信号成分を抽出するフィルタ手
段37,38を備える。各フィルタ手段37,38を介
して変調成分を抽出する構成とすることで、外乱光の影
響を軽減できる。The light receiving means 30 comprises amplification / detection means 35, 36 for amplifying / detecting the outputs of the respective light receiving elements 33, 34, and filter means 37, 38 for extracting the signal component used for modulation from each detection output. The influence of ambient light can be reduced by adopting a configuration in which the modulation component is extracted via each of the filter means 37, 38.
【0020】なお、投光手段2,20は偏波光を投光
し、受光手段3,30は特定の偏波角の光を受光する構
成とすることで、外乱光の影響を軽減するようにしてい
もよい。また、受光手段3,30に反射光の偏波角を検
出する手段を設け、路面状態によって偏波光の屈折率が
変化するのを検出し、路面の状態をより詳細に検出する
ようにしてもよい。The light projecting means 2 and 20 project polarized light, and the light receiving means 3 and 30 receive light of a specific polarization angle so as to reduce the influence of ambient light. You can Further, the light receiving means 3 and 30 may be provided with means for detecting the polarization angle of the reflected light to detect the change in the refractive index of the polarized light depending on the road surface state, and to detect the road surface state in more detail. Good.
【0021】なお、各実施例とも受光素子を波長毎に対
応して設ける構成を示したが、投光手段2,20が第1
の波長と第2の波長の投光を時分割的に行なう場合は、
投光している波長に同期させて分光特性を異ならしめる
ことで、受光素子ならびに増幅・検波回路、フィルタ手
段を共用する構成としてもよい。In each of the embodiments, the light receiving element is provided for each wavelength, but the light projecting means 2 and 20 are the first.
When the wavelengths of and the second wavelength are projected time-divisionally,
The light receiving element, the amplification / detection circuit, and the filter means may be shared by synchronizing the light emission wavelength with the different spectral characteristics.
【0022】また、投光手段2,20は各波長毎に光源
を設けずに、各種の波長成分を含む光を投光するように
してもよい。受光手段3,30は、反射光のスペクトラ
ムを解析する装置を備える構成としてもよい。この場
合、路面状態判定手段5には、図2に示したような各種
の路面状態における反射光のスペクトラムデータを予め
登録しておく。そして、反射光のスペクトラムと予め登
録した各種路面状態のスペクトラムとを比較して路面状
態の判定を行なう。The light projecting means 2, 20 may project light including various wavelength components without providing a light source for each wavelength. The light receiving means 3 and 30 may be configured to include a device that analyzes the spectrum of reflected light. In this case, spectrum data of reflected light in various road surface conditions as shown in FIG. 2 is registered in advance in the road surface condition determining means 5. Then, the road surface condition is determined by comparing the spectrum of the reflected light with the spectra of various road surface conditions registered in advance.
【0023】さらに、この発明に係る路面状態検知装置
1,10を車両に搭載する場合、投光手段2,20は車
両の前方(例えば約20メートル)の路面に向けて投光
し、受光手段3,30は路面からの反射光を受光する構
成とすることで、車両の進行方向の路面状態を検知し、
凍結状態にあること等を運転車に予告させることができ
る。Further, when the road surface condition detecting device 1 or 10 according to the present invention is mounted on a vehicle, the light projecting means 2 and 20 project light toward a road surface in front of the vehicle (for example, about 20 meters) and receive light. 3 and 30 are configured to receive the reflected light from the road surface, thereby detecting the road surface state in the traveling direction of the vehicle,
It is possible to notify the driving vehicle that the vehicle is frozen.
【0024】[0024]
【発明の効果】以上説明したようにこの発明に係る路面
状態検知装置は、各波長の反射光のレベルを比較するこ
とで路面状態を判定する構成としてので、固定された観
測地点の路面状態だけでなく、車両の走行中においても
路面状態を検知することができる。また、車両の前方に
向けて投光することで、車両前方の路面状態を検知し、
運転者に路面状態を予告することもできる。As described above, the road surface state detecting device according to the present invention has a structure for determining the road surface state by comparing the levels of reflected light of respective wavelengths. Therefore, only the road surface state at a fixed observation point is determined. Not only that, the road surface condition can be detected even while the vehicle is traveling. In addition, by projecting light toward the front of the vehicle, the road surface condition in front of the vehicle is detected,
The driver can also be notified of the road surface condition.
【0025】また、波長が0.8μm〜20μmの赤外
光〜遠赤外光領域の光を利用することで、路面状態を探
知するための光線が人間の目に感ずることなく、車両前
方を探知するために光度の大きい光を放射することがで
きる。また、偏波光を投光することで、ことで外乱光の
影響を軽減し、精度の高い探知が可能となる。さらに、
変調光を投光し、受光手段は変調光の信号成分を抽出す
る構成とすることで、外乱光(太陽光,街路灯,他の車
両のヘッドライト等)の影響を軽減し、精度の高い探知
が可能となる。Further, by utilizing the light in the infrared light to far-infrared light region having a wavelength of 0.8 μm to 20 μm, the light ray for detecting the road surface condition can be seen in front of the vehicle without being noticed by human eyes. High intensity light can be emitted for detection. Further, by projecting polarized light, the influence of ambient light can be reduced, and highly accurate detection can be performed. further,
By adopting a configuration in which modulated light is projected and the light receiving means extracts the signal component of the modulated light, the influence of ambient light (sunlight, street lights, headlights of other vehicles, etc.) is reduced, and high precision is achieved. It becomes possible to detect.
【図1】この発明に係る路面状態検知装置のブロック構
成図FIG. 1 is a block configuration diagram of a road surface state detecting device according to the present invention.
【図2】路面からの反射光のスペクトラム[Figure 2] Spectrum of light reflected from the road surface
【図3】図2に示したスペクトラムの測定条件を示す説
明図FIG. 3 is an explanatory diagram showing measurement conditions of the spectrum shown in FIG.
【図4】この発明に係る他の路面状態検知装置のブロッ
ク構成図位相差検出動作を示すタイムチャートFIG. 4 is a block diagram of another road surface state detecting device according to the present invention, a time chart showing a phase difference detecting operation.
1,10 路面状態検知装置 2,20 投光手段 3,30 受光手段 4 A/D変換器 21,22 光源 23 変調手段 31,32 分光器 33,34 受光素子 37,38 フィルタ手段 DESCRIPTION OF SYMBOLS 1,10 Road surface state detection device 2,20 Light projecting means 3,30 Light receiving means 4 A / D converter 21,22 Light source 23 Modulating means 31,32 Spectroscope 33,34 Light receiving element 37,38 Filtering means
Claims (4)
路面からの反射光を受光する受光手段と、各波長の反射
光のレベルを比較することで路面状態を判定する路面状
態判定手段とからなることを特徴とする路面状態検知装
置。1. A light projecting means for projecting light having different wavelengths,
A road surface state detecting device comprising: a light receiving means for receiving the reflected light from the road surface; and a road surface state determining means for judging the road surface state by comparing the levels of the reflected light of each wavelength.
遠赤外光領域の光を利用することを特徴とする請求項1
記載の路面状態検知装置。2. Infrared light having a wavelength of 0.8 μm to 20 μm
The light in the far infrared light region is used, wherein
The road surface condition detection device described.
特徴とする請求項1記載の路面状態検知装置。3. The road surface state detecting device according to claim 1, wherein the light projecting means projects polarized light.
光手段は変調光の信号成分を抽出する手段を備えたこと
を特徴とする請求項1記載の路面状態検知装置。4. The road surface condition detecting device according to claim 1, wherein the light projecting means projects the modulated light, and the light receiving means includes means for extracting a signal component of the modulated light.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP5460995A JPH08247940A (en) | 1995-03-14 | 1995-03-14 | Road surface state detection device |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP5460995A JPH08247940A (en) | 1995-03-14 | 1995-03-14 | Road surface state detection device |
Publications (1)
Publication Number | Publication Date |
---|---|
JPH08247940A true JPH08247940A (en) | 1996-09-27 |
Family
ID=12975490
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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JP5460995A Pending JPH08247940A (en) | 1995-03-14 | 1995-03-14 | Road surface state detection device |
Country Status (1)
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JP (1) | JPH08247940A (en) |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0829343A (en) * | 1994-07-12 | 1996-02-02 | Takuwa:Kk | Method and apparatus for measuring road surface state |
JP2008185563A (en) * | 2007-01-31 | 2008-08-14 | Denso Corp | Measuring device, vehicle control device, and alarm device |
KR101307178B1 (en) * | 2013-01-28 | 2013-09-11 | 공주대학교 산학협력단 | Identification methods of road weather conditions in dual wavelength road weather condition monitoring apparatus |
KR101321617B1 (en) * | 2013-01-28 | 2013-10-23 | 공주대학교 산학협력단 | Remote road weather condition monitoring apparatus using two wavelengths |
CN106627586A (en) * | 2015-10-29 | 2017-05-10 | Smk株式会社 | Vehicle-mounted sensor, vehicle lamp, vehicle, and road surface state sensor |
US10501088B2 (en) | 2015-10-22 | 2019-12-10 | Kyocera Corporation | Road surface state determination apparatus, imaging apparatus, imaging system, and road surface state determination method |
KR20220097693A (en) * | 2020-12-30 | 2022-07-08 | 주식회사 에스에프에이 | Monitoring apparatus and monitoring method for electrode |
-
1995
- 1995-03-14 JP JP5460995A patent/JPH08247940A/en active Pending
Cited By (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH0829343A (en) * | 1994-07-12 | 1996-02-02 | Takuwa:Kk | Method and apparatus for measuring road surface state |
JP2008185563A (en) * | 2007-01-31 | 2008-08-14 | Denso Corp | Measuring device, vehicle control device, and alarm device |
KR101307178B1 (en) * | 2013-01-28 | 2013-09-11 | 공주대학교 산학협력단 | Identification methods of road weather conditions in dual wavelength road weather condition monitoring apparatus |
KR101321617B1 (en) * | 2013-01-28 | 2013-10-23 | 공주대학교 산학협력단 | Remote road weather condition monitoring apparatus using two wavelengths |
US10501088B2 (en) | 2015-10-22 | 2019-12-10 | Kyocera Corporation | Road surface state determination apparatus, imaging apparatus, imaging system, and road surface state determination method |
CN106627586A (en) * | 2015-10-29 | 2017-05-10 | Smk株式会社 | Vehicle-mounted sensor, vehicle lamp, vehicle, and road surface state sensor |
JP2017083352A (en) * | 2015-10-29 | 2017-05-18 | Smk株式会社 | In-vehicle sensor, vehicle lamp, vehicle, and road surface condition sensor |
US10121081B2 (en) | 2015-10-29 | 2018-11-06 | Smk Corporation | Vehicle-mounted sensor, vehicle lamp, vehicle, and road surface state sensor |
CN106627586B (en) * | 2015-10-29 | 2020-11-10 | Smk株式会社 | In-vehicle sensor, vehicle lamp, vehicle, and road surface condition sensor |
KR20220097693A (en) * | 2020-12-30 | 2022-07-08 | 주식회사 에스에프에이 | Monitoring apparatus and monitoring method for electrode |
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