JPH11161332A - Obstacle detecting device and automated guided vehicle using the same - Google Patents

Obstacle detecting device and automated guided vehicle using the same

Info

Publication number
JPH11161332A
JPH11161332A JP9343753A JP34375397A JPH11161332A JP H11161332 A JPH11161332 A JP H11161332A JP 9343753 A JP9343753 A JP 9343753A JP 34375397 A JP34375397 A JP 34375397A JP H11161332 A JPH11161332 A JP H11161332A
Authority
JP
Japan
Prior art keywords
vehicle
obstacle
unmanned
ultrasonic sensors
traveling 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
Application number
JP9343753A
Other languages
Japanese (ja)
Inventor
Yuji Matsunaga
勇治 松永
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.)
Yaskawa Electric Corp
Original Assignee
Yaskawa Electric 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 Yaskawa Electric Corp filed Critical Yaskawa Electric Corp
Priority to JP9343753A priority Critical patent/JPH11161332A/en
Publication of JPH11161332A publication Critical patent/JPH11161332A/en
Pending legal-status Critical Current

Links

Abstract

PROBLEM TO BE SOLVED: To provide an obstacle detecting device which secure safety between circumferential persons and the vehicle by preventing a human body and an obstacle from being got under the body of the vehicle. SOLUTION: At the external edge part of the body 2 of an automated guided vehicle 1, ultrasonic sensors 81 to 85 are arranged, side by side. The ultrasonic sensors 81 to 85 measure distances to a rod surface at specific sampling intervals. It is judged whether or not there is an obstacle under the body 2 from temporal variation in measured value and mutual differences among the measured values of the ultrasonic sensors 81 to 85.

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、車両の障害物検出
装置および無人走行車に関するものである。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a vehicle obstacle detecting device and an unmanned vehicle.

【0002】[0002]

【従来の技術】従来、プログラムで制御される無人走行
車は、生産現場で部品や製品を搬送する無人搬送車とし
て使われて来たが、近年、この無人走行車を、例えば病
院内において、食事や検体を配送するサービスロボット
として応用することが広がりつつある。このように、無
人走行車が日常生活に近い場所に進出して来たので、無
人走行車には、より高い安全性が求められている。図5
は従来の無人走行車を示す側面図である。図において1
は無人走行車である。2は無人走行車1の車体であり、
3は駆動輪であり、4はバンパである。駆動輪3は、車
体2に内蔵された図示しないモータで駆動され、前記モ
ータは、車体2に内蔵された図示しない制御装置と、前
記制御装置にあらかじめ設定されたプログラムによっ
て、発進、停止、加速、減速、操舵などの制御がなされ
る。このようにして、無人走行車1は、プログラムされ
た経路に従って床面5上を走行する。バンパ4は、車体
2の下部の外周を取り囲み、車体2の外縁部を形成する
構造物であり、無人走行車1が周囲の物体に衝突したと
きの衝撃を緩和するとともに、異物を車体2の下に巻き
込まないようにする役割がある。バンパ4の前面には、
接触センサ6が取付けてあり、接触センサ6が、何かに
当たると、無人走行車1が停止して、事故防止を図る仕
掛けになっている。
2. Description of the Related Art Conventionally, unmanned vehicles controlled by a program have been used as unmanned vehicles for transporting parts and products at production sites. Application as a service robot for delivering meals and specimens is expanding. As described above, since the unmanned traveling vehicle has advanced to a place close to daily life, higher safety is required for the unmanned traveling vehicle. FIG.
FIG. 2 is a side view showing a conventional unmanned traveling vehicle. 1 in the figure
Is an unmanned vehicle. 2 is the body of the unmanned traveling vehicle 1,
3 is a driving wheel, and 4 is a bumper. The drive wheels 3 are driven by a motor (not shown) built in the vehicle body 2. The motor starts, stops, and accelerates according to a control device (not shown) built in the vehicle body 2 and a program preset in the control device. Controls such as deceleration and steering are performed. In this way, the unmanned traveling vehicle 1 travels on the floor 5 according to the programmed route. The bumper 4 is a structure that surrounds an outer periphery of a lower part of the vehicle body 2 and forms an outer edge of the vehicle body 2. The bumper 4 reduces an impact when the unmanned traveling vehicle 1 collides with a surrounding object, and reduces There is a role to prevent getting caught in the bottom. On the front of bumper 4,
The contact sensor 6 is attached, and when the contact sensor 6 hits something, the unmanned traveling vehicle 1 is stopped to prevent accidents.

【0003】[0003]

【発明が解決しようとする課題】ところが、この従来技
術では、接触センサ6に障害物が当接するまで、無人走
行車1は、前記障害物を検知できないから、無人走行車
1の進路前方に人間が立ったとき、人間の脚7の脛7a
が接触センサ6に当接して、無人走行車1が停止する前
に、爪先7bがバンパ4の下に入り、駆動輪3に巻き込
まれるという問題がある。勿論、バンパ4と床面5の間
の隙間を無くせばよいが、床面5には多少の凹凸や勾配
があるので、前記隙間は必須である。また、床面5にあ
る障害物を、車体2や駆動輪3の下に巻き込むと、無人
走行車1が前記障害物に乗り上げて、走行不能になった
り、転倒するという問題もある。そこで、本発明は無人
走行車の車体の下への、人体や障害物の巻き込みを防い
で、周囲の人間と無人走行車の安全を図る無人走行車の
障害物検出装置を提供することを目的とするものであ
る。また、前記障害物検出装置を備えた無人走行車を提
供することを目的とするものである。
However, in this prior art, the unmanned traveling vehicle 1 cannot detect the obstacle until the obstacle comes into contact with the contact sensor 6, so that the unmanned traveling vehicle 1 cannot detect the obstacle ahead of the path of the unmanned traveling vehicle 1. When standing, shin 7a of human leg 7
Before the unmanned vehicle 1 stops due to contact with the contact sensor 6, there is a problem that the toe 7 b enters under the bumper 4 and gets caught in the driving wheel 3. Needless to say, the gap between the bumper 4 and the floor surface 5 may be eliminated, but the floor surface 5 has some irregularities and gradients, so the gap is indispensable. In addition, when an obstacle on the floor 5 is rolled under the vehicle body 2 or the driving wheel 3, there is a problem that the unmanned traveling vehicle 1 rides on the obstacle and becomes unable to travel or falls down. SUMMARY OF THE INVENTION Accordingly, an object of the present invention is to provide an unmanned vehicle obstacle detection device that prevents the uninhabited vehicle from getting caught in the body of the unmanned vehicle and that keeps the unmanned vehicle safe from surrounding people. It is assumed that. It is another object of the present invention to provide an unmanned vehicle equipped with the obstacle detection device.

【0004】[0004]

【課題を解決するための手段】上記問題を解決するため
に、本発明は、無人走行車の車体の外縁部に、複数のセ
ンサを並べて配置するものである。
In order to solve the above problems, the present invention is to arrange a plurality of sensors side by side on the outer edge of the body of an unmanned vehicle.

【0005】[0005]

【発明の実施の形態】以下、本発明の実施例を図に基づ
いて説明する。図1は、本発明の実施例を示す無人走行
車の外形図であり、図1(a)は正面図、図1(b)は
側面図である。無人走行車1の基本的な構成は、従来技
術の説明と重複するので省略する。図1において、8
1、82、83、84、および85は公知の超音波セン
サであり、検出対象までの距離を測定するセンサであ
る。超音波センサ81〜85は車体2の下、すなわち床
面5に向けて、バンパ4の車体2の前方に位置する部分
に、車体2の幅方向に、等間隔に一列に並べて取り付け
てある。9はコーンであり、超音波センサ81〜85の
下部に取り付けられ、超音波センサ81〜85の指向性
を向上させるための、円錐台形の筒である。超音波セン
サ81〜85は、図示しない制御装置に接続され、所定
のサンプリング周期で、検出対象までの距離を測定し、
その結果を前記制御装置に送信する。前記制御装置は、
前記測定結果の時間的変化および超音波センサ81〜8
5の測定結果の相互の差異を基に、バンパ4の下の障害
物の有無を判断する。その判断のルールは次の様なもの
である。
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS An embodiment of the present invention will be described below with reference to the drawings. FIG. 1 is an external view of an unmanned traveling vehicle showing an embodiment of the present invention. FIG. 1 (a) is a front view, and FIG. 1 (b) is a side view. The basic configuration of the unmanned traveling vehicle 1 will not be described because it is the same as that of the prior art. In FIG. 1, 8
Reference numerals 1, 82, 83, 84, and 85 are known ultrasonic sensors, which are sensors that measure a distance to a detection target. The ultrasonic sensors 81 to 85 are mounted in a line at equal intervals in the width direction of the vehicle body 2 on a portion of the bumper 4 located in front of the vehicle body 2 under the vehicle body 2, that is, toward the floor surface 5. Reference numeral 9 denotes a cone, which is a truncated cone-shaped tube attached to the lower part of the ultrasonic sensors 81 to 85 for improving the directivity of the ultrasonic sensors 81 to 85. The ultrasonic sensors 81 to 85 are connected to a control device (not shown), measure a distance to a detection target at a predetermined sampling cycle,
The result is transmitted to the control device. The control device includes:
Temporal change of the measurement result and ultrasonic sensors 81 to 8
The presence or absence of an obstacle below the bumper 4 is determined based on the difference between the measurement results of Step 5 and Step 5. The rules of the judgment are as follows.

【0006】(1) 図2(a)に示すように、床面5
の上に障害物10があると、車体2の幅方向に並んだ超
音波センサ81〜85のうち、障害物10の上に来る超
音波センサ、例えば超音波センサ83の測定値11だけ
が図2(b)に示すように、障害物10を検出した時点
で、突然、不連続に変化する。一方、障害物10を検出
しない他の超音波センサの測定値に変化はない。障害物
10が人間の爪先のような、超音波センサ81〜85の
取付け間隔よりも小さく、断面形において高さが急激に
変化するような形状のものであれば、必ずこのように測
定値が変化する。このような超音波センサ81〜85の
測定値の変化を検出すると、無人走行車1の制御装置
は、無人走行車1をその場で停止させる。
(1) As shown in FIG.
When there is an obstacle 10 on the vehicle, only the measured value 11 of the ultrasonic sensor, for example, the ultrasonic sensor 83, which comes over the obstacle 10 among the ultrasonic sensors 81 to 85 arranged in the width direction of the vehicle body 2 is shown in FIG. As shown in FIG. 2B, when the obstacle 10 is detected, it suddenly changes discontinuously. On the other hand, the measured values of the other ultrasonic sensors that do not detect the obstacle 10 do not change. If the obstacle 10 has a shape smaller than the interval between the ultrasonic sensors 81 to 85, such as a human toe, and the height of the cross-sectional shape changes suddenly, the measured value will always be like this. Change. When such a change in the measurement values of the ultrasonic sensors 81 to 85 is detected, the control device of the unmanned traveling vehicle 1 stops the unmanned traveling vehicle 1 on the spot.

【0007】(2) 無人走行車1が、段差またはギャ
ップのある場所に来ると、超音波センサ81〜85の測
定値が同時に突然、不連続に変化する。このような超音
波センサ81〜85の測定値の変化を検出すると無人走
行車1の制御装置は、無人走行車1をその場で停止させ
る。
(2) When the unmanned traveling vehicle 1 comes to a place having a step or a gap, the measurement values of the ultrasonic sensors 81 to 85 suddenly and discontinuously change at the same time. When such a change in the measurement values of the ultrasonic sensors 81 to 85 is detected, the control device of the unmanned traveling vehicle 1 stops the unmanned traveling vehicle 1 on the spot.

【0008】(3) 図3(a)に示すように、無人走
行車1が勾配のある床面5に差しかかると、超音波セン
サ81〜85の全ての測定値12が図3(b)に示すよ
うに、緩やかに連続して変化する。また、この勾配のあ
る床面5に無人走行車1が斜めに、進入する時は、車体
2の幅方向に並んだ超音波センサ81〜85の内、一方
の端にあるセンサ、例えば、超音波センサ81から、8
2、83、84、85の順に勾配を検出するから、超音
波センサ81〜85の測定値は、一定の差異を示し、一
定の時間的ずれで、順次変化する。このような超音波セ
ンサ81〜85の測定値の変化を検出すると無人走行車
1の制御装置は、無人走行車1をそのまま走行させる。
(3) As shown in FIG. 3 (a), when the unmanned vehicle 1 approaches the inclined floor 5, all the measured values 12 of the ultrasonic sensors 81 to 85 are shown in FIG. 3 (b). As shown in FIG. When the unmanned traveling vehicle 1 enters the inclined floor 5 obliquely, the sensor at one end of the ultrasonic sensors 81 to 85 arranged in the width direction of the vehicle body 2, for example, From the sound wave sensor 81, 8
Since the gradients are detected in the order of 2, 83, 84 and 85, the measured values of the ultrasonic sensors 81 to 85 show a certain difference and change sequentially with a certain time lag. Upon detecting such a change in the measurement values of the ultrasonic sensors 81 to 85, the control device of the unmanned traveling vehicle 1 causes the unmanned traveling vehicle 1 to travel as it is.

【0009】(4) 図4(a)に示すように、無人走
行車1が平坦で障害物のない床面5を走行していると、
超音波センサ81〜85の全ての測定値13の時間的変
化は、一定の範囲の中でのばらつきに留まり、ほぼ一定
の値を保つ。また、超音波センサ81〜85の測定値の
相互の差異もこのばらつきの範囲に留まる。前記のばら
つきは、超音波センサ81〜85の測定誤差、床面に実
際に存在する多少の凹凸、あるいは無人走行車1の振動
に起因するものであり、一定のしきい値以下であれば、
平坦な床面を検出していると考えてよい。このような超
音波センサ81〜85の測定値の変化を検出すると無人
走行車1の制御装置は、無人走行車1をそのまま走行さ
せる。
(4) As shown in FIG. 4A, when the unmanned traveling vehicle 1 is traveling on a flat, unobstructed floor 5,
The temporal change of all the measured values 13 of the ultrasonic sensors 81 to 85 remains within a certain range and remains almost constant. Further, the difference between the measurement values of the ultrasonic sensors 81 to 85 is also within the range of this variation. The variation is caused by a measurement error of the ultrasonic sensors 81 to 85, some unevenness actually existing on the floor surface, or a vibration of the unmanned traveling vehicle 1, and if it is equal to or less than a certain threshold,
It may be considered that a flat floor surface is detected. Upon detecting such a change in the measurement values of the ultrasonic sensors 81 to 85, the control device of the unmanned traveling vehicle 1 causes the unmanned traveling vehicle 1 to travel as it is.

【0010】この実施例は、本発明の実施例のひとつに
過ぎない。本発明の要旨を逸脱しない範囲において、各
種の応用展開が出来る。例えば、センサの測定値から、
障害物の有無、段差、勾配等を検出する判断のルール
は、無人走行車の特性や、無人走行車を運用する場所の
条件に応じて、改変することができる。また、本実施例
では超音波センサを、車体の前方に位置するバンパに取
り付けたが、車体に直接取り付けてもよいし、車体の側
方や、後方に取り付ければ、無人走行車の側方や後方か
ら接近する人間の安全を図れる。また、超音波センサは
車体の外周の形状に合わせて曲線上に並べてもよい。ま
た、超音波センサを真下ではなく、車体の外側に向けて
傾ければ、障害物が車体の下に入る前に検出できる。さ
らにまた、超音波センサは、非接触で距離を測れるセン
サならば、光を利用する物、電磁波を利用するものな
ど、各種のセンサに置き換えられることは言うまでもな
い。なお、本発明の障害物検出装置は、有人あるいは無
人、自動操縦あるいは手動操縦を問わず、各種の車両に
装置できることも言うまでもない。
This embodiment is just one of the embodiments of the present invention. Various applications can be developed without departing from the gist of the present invention. For example, from the sensor readings,
The rules for determining the presence or absence of an obstacle, a step, a gradient, and the like can be modified according to the characteristics of the unmanned traveling vehicle and the conditions of the place where the unmanned traveling vehicle operates. Further, in the present embodiment, the ultrasonic sensor is mounted on the bumper located in front of the vehicle body, but may be directly mounted on the vehicle body, or may be mounted on the side of the vehicle body or on the rear side, or on the side of the unmanned traveling vehicle. The safety of humans approaching from behind can be achieved. Further, the ultrasonic sensors may be arranged on a curve according to the shape of the outer periphery of the vehicle body. In addition, if the ultrasonic sensor is tilted toward the outside of the vehicle body instead of directly below, the obstacle can be detected before entering the vehicle body. Furthermore, it goes without saying that the ultrasonic sensor can be replaced with various sensors such as a sensor using light and a sensor using electromagnetic waves as long as the sensor can measure a distance without contact. It is needless to say that the obstacle detection device of the present invention can be installed in various vehicles irrespective of manned or unmanned operation, automatic operation or manual operation.

【0011】[0011]

【発明の効果】以上述べたように、本発明によれば、次
のような効果がある。 (1)車両の下にある、障害物を検知して、車両を停止
させるので、人間が不用意に爪先を車両の下に入れて
も、巻き込まれて怪我をすることがない。また車両が障
害物に乗り上げて、走行不能に陥ったり、転倒したりす
ることがない。 (2)車両が、段差や、ギャップのある場所に差しかか
ったのを検知して停止するので、段差に衝突したり、転
落することがない。 (3)車両が、勾配のある場所を走行しているのを検知
できるので、勾配を障害物と間違えて、停止することが
ない。
As described above, according to the present invention, the following effects can be obtained. (1) An obstacle under the vehicle is detected and the vehicle is stopped, so that even if a person inadvertently puts a toe under the vehicle, the person is not caught and hurt. In addition, the vehicle does not run over obstacles, thereby preventing the vehicle from running or falling down. (2) Since the vehicle stops upon detecting that it has reached a step or a place with a gap, it does not collide with a step or fall. (3) Since it can be detected that the vehicle is traveling on a place with a slope, the vehicle is not stopped due to a mistake of the slope as an obstacle.

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

【図1】本発明の実施例を示す無人走行車の外形図であ
り、(a)は正面図であり、(b)は側面図である。
FIG. 1 is an external view of an unmanned traveling vehicle showing an embodiment of the present invention, in which (a) is a front view and (b) is a side view.

【図2】本発明の実施例を示す無人走行車が障害物を検
出する原理を示す説明図であり、(a)は側面図であ
り、(b)は超音波センサの測定値の時間的変化を表す
グラフである。
FIGS. 2A and 2B are explanatory diagrams illustrating a principle of detecting an obstacle by an unmanned traveling vehicle according to an embodiment of the present invention. FIG. 2A is a side view, and FIG. It is a graph showing a change.

【図3】本発明の実施例を示す無人走行車が床面の勾配
を検出する原理を示す説明図であり、(a)は側面図で
あり、(b)は超音波センサの測定値の時間的変化を表
すグラフである。
3A and 3B are explanatory diagrams illustrating a principle of detecting an inclination of a floor by an unmanned traveling vehicle according to an embodiment of the present invention, wherein FIG. 3A is a side view, and FIG. 3B is a diagram of measured values of an ultrasonic sensor. It is a graph showing a temporal change.

【図4】本発明の実施例を示す無人走行車が平坦で障害
物のない床面を走行する状態を示す説明図であり、
(a)は側面図であり、(b)は超音波センサの測定値
の時間的変化を表すグラフである。
FIG. 4 is an explanatory view showing a state in which the unmanned traveling vehicle according to the embodiment of the present invention travels on a flat and unobstructed floor surface;
(A) is a side view, and (b) is a graph showing a temporal change of the measurement value of the ultrasonic sensor.

【図5】従来技術を示す無人走行車の側面図である。FIG. 5 is a side view of an unmanned traveling vehicle showing a conventional technique.

【符号の説明】[Explanation of symbols]

1:無人走行車 2:車体 3:駆動輪 4:バンパ 5:床面 6:接触センサ 7:人間の脚 7a:脛 7b:爪先 81,82,83,84,85:超音波センサ 9:コーン 10:障害物 11:超音波センサの測定値 12:超音波センサの測定値 13:超音波センサの測定値 1: Unmanned traveling vehicle 2: Body 3: Drive wheel 4: Bumper 5: Floor surface 6: Contact sensor 7: Human leg 7a: Shin 7b: Toe 81, 82, 83, 84, 85: Ultrasonic sensor 9: Cone 10: Obstruction 11: Measurement value of ultrasonic sensor 12: Measurement value of ultrasonic sensor 13: Measurement value of ultrasonic sensor

Claims (6)

【特許請求の範囲】[Claims] 【請求項1】 路面を走行する車両に装備する障害物検
出装置において、前記車両の車体の外縁部に、前記路面
までの距離を検出する複数のセンサを並べて配置したこ
とを特徴とする障害物検出装置。
1. An obstacle detection device mounted on a vehicle running on a road surface, wherein a plurality of sensors for detecting a distance to the road surface are arranged at an outer edge of a vehicle body of the vehicle. Detection device.
【請求項2】 前記外縁部が前記車両のバンパであるこ
とを特徴とする請求項1に記載の障害物検出装置。
2. The obstacle detecting device according to claim 1, wherein the outer edge is a bumper of the vehicle.
【請求項3】 前記センサが超音波センサであることを
特徴とする請求項1または請求項2に記載の障害物検出
装置。
3. The obstacle detecting device according to claim 1, wherein the sensor is an ultrasonic sensor.
【請求項4】 あらかじめ設定されたプログラムに従っ
て路面を走行する無人走行車において、前記無人走行車
の車体の外縁部に、前記路面までの距離を検出する複数
のセンサを並べて配置したことを特徴とする無人走行
車。
4. An unmanned vehicle that travels on a road surface according to a preset program, wherein a plurality of sensors for detecting a distance to the road surface are arranged at an outer edge of a body of the unmanned vehicle. Unmanned traveling vehicle.
【請求項5】 前記外縁部が前記無人走行車のバンパで
あることを特徴とする請求項4に記載の無人走行車。
5. The unmanned traveling vehicle according to claim 4, wherein the outer edge portion is a bumper of the unmanned traveling vehicle.
【請求項6】 前記センサが超音波センサであることを
特徴とする請求項4または請求項5に記載の無人走行
車。
6. The unmanned vehicle according to claim 4, wherein the sensor is an ultrasonic sensor.
JP9343753A 1997-11-28 1997-11-28 Obstacle detecting device and automated guided vehicle using the same Pending JPH11161332A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP9343753A JPH11161332A (en) 1997-11-28 1997-11-28 Obstacle detecting device and automated guided vehicle using the same

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP9343753A JPH11161332A (en) 1997-11-28 1997-11-28 Obstacle detecting device and automated guided vehicle using the same

Publications (1)

Publication Number Publication Date
JPH11161332A true JPH11161332A (en) 1999-06-18

Family

ID=18363979

Family Applications (1)

Application Number Title Priority Date Filing Date
JP9343753A Pending JPH11161332A (en) 1997-11-28 1997-11-28 Obstacle detecting device and automated guided vehicle using the same

Country Status (1)

Country Link
JP (1) JPH11161332A (en)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109074071A (en) * 2016-03-31 2018-12-21 株式会社未来机械 Work robot and edge detector
KR102027456B1 (en) * 2018-03-28 2019-10-01 한국해양대학교 산학협력단 smart moving rack having prevention device to avoid fallen object or collision and its using method
CN113884574A (en) * 2021-11-03 2022-01-04 河南理工大学 SLAM-based intelligent pavement longitudinal section flatness measuring instrument

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109074071A (en) * 2016-03-31 2018-12-21 株式会社未来机械 Work robot and edge detector
CN109074071B (en) * 2016-03-31 2021-10-08 株式会社未来机械 Work robot and edge detector
KR102027456B1 (en) * 2018-03-28 2019-10-01 한국해양대학교 산학협력단 smart moving rack having prevention device to avoid fallen object or collision and its using method
CN113884574A (en) * 2021-11-03 2022-01-04 河南理工大学 SLAM-based intelligent pavement longitudinal section flatness measuring instrument
CN113884574B (en) * 2021-11-03 2024-03-19 河南理工大学 Intelligent pavement longitudinal section flatness measuring instrument based on SLAM

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