CN110228428A - Sensing system - Google Patents

Sensing system Download PDF

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Publication number
CN110228428A
CN110228428A CN201910155112.7A CN201910155112A CN110228428A CN 110228428 A CN110228428 A CN 110228428A CN 201910155112 A CN201910155112 A CN 201910155112A CN 110228428 A CN110228428 A CN 110228428A
Authority
CN
China
Prior art keywords
sensing system
sensor unit
detection reference
reference axis
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
CN201910155112.7A
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Chinese (zh)
Inventor
绵野裕一
野村幸生
中西快之
村松铁平
谢义超
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.)
Koito Manufacturing Co Ltd
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Koito Manufacturing 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 Koito Manufacturing Co Ltd filed Critical Koito Manufacturing Co Ltd
Publication of CN110228428A publication Critical patent/CN110228428A/en
Pending legal-status Critical Current

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Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60RVEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
    • B60R16/00Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
    • B60R16/02Electric or fluid circuits specially adapted for vehicles and not otherwise provided for; Arrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric constitutive elements
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W2050/0001Details of the control system
    • B60W2050/0043Signal treatments, identification of variables or parameters, parameter estimation or state estimation
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W2050/0062Adapting control system settings
    • B60W2050/0075Automatic parameter input, automatic initialising or calibrating means

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  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Automation & Control Theory (AREA)
  • Human Computer Interaction (AREA)
  • Transportation (AREA)
  • Traffic Control Systems (AREA)
  • Optical Radar Systems And Details Thereof (AREA)

Abstract

The utilization efficiency in the space of multiple sensors configuration needed for the present invention improves the driving auxiliary for vehicle.First camera unit (11) is based on the image that primary optic axis (A1) at least obtains vehicle front.Second camera unit (12) is based on the image that the second optical axis (A2) at least obtains vehicle left.From the up and down direction of vehicle, primary optic axis (A1) intersects with the second optical axis (A2).

Description

Sensing system
Technical field
The present invention relates to a kind of sensing systems for being equipped on vehicle.
Background technique
In order to realize the driving ancillary technique of vehicle, it is necessary to take the sensor for being used to detect the external information of the vehicle It is loaded in vehicle body.As the example of such sensor, LiDAR (Light Detection and Ranging) biography can be enumerated as Sensor, video camera (for example, referring to patent document 1).As the driving ancillary technique of vehicle is advanced, the number of the sensor of carrying Amount is in increase trend.
Existing technical literature
Patent document
Patent document 1: Japanese Unexamined Patent Publication 2010-185769 bulletin
Summary of the invention
Problem to be solved by the invention
The purpose of the present invention is the utilizing for space of multiple sensors configuration needed for driving auxiliary of the raising for vehicle to imitate Rate.
The method for solving problem
A mode for achieving the above object is a kind of sensing system, is equipped on vehicle, wherein the sensor System has: first sensor unit, and the first external information of above-mentioned vehicle is detected based on the first detection reference axis;And Second sensor unit detects the second external information of above-mentioned vehicle based on the second detection reference axis,
From the up and down direction of above-mentioned vehicle, above-mentioned first detection reference axis and above-mentioned second detection reference axis are handed over Fork.
According to the above configuration, with position pair that vehicle interior side is leaned on than first sensor unit and second sensor unit In the region answered it is easy to ensure that more wide space.That is, even if in order to obtain more external informations and use multiple sensings Device unit also can be improved the utilization efficiency in the space for the configuration of multiple sensor unit.
The sensor system can be constituted as follows.
Above-mentioned first detection reference axis intersects with above-mentioned second detection reference axis.
According to such composition, the position of the first sensor unit in the up and down direction of vehicle and second sensor unit Difference become smaller, be able to suppress the enlargement of the sensing system in up and down direction.In addition, due to for obtaining the first outside letter The altitude datum of breath is consistent with for obtaining the altitude datum of the second external information, therefore is able to suppress based on the first external information And second external information subsequent information processing load increase.
The sensor system can be constituted as follows.
The sensor system has transmissive member, which, which marks off, accommodates first sensor unit and second The accommodating chamber of sensor unit,
Above-mentioned transmissive member has the recess portion being recessed towards above-mentioned accommodating chamber,
Above-mentioned first detection reference axis and above-mentioned second detection reference axis intersect with above-mentioned recess portion.
First sensor unit and second sensor unit are respectively shorter at a distance from the inner surface of transmissive member, more hold Easily inhibiting the quality of the external information obtained reduces.According to the above configuration, it is easy to sense first sensor unit and second Device unit is individually configured near the inner surface of transmissive member.
In this case, the sensor system can be constituted as follows.
Above-mentioned recess portion includes the first flat part and the second flat part,
Above-mentioned first detection reference axis intersects with above-mentioned first flat part,
Above-mentioned second detection reference axis intersects with above-mentioned second flat part.
According to the above configuration, be able to suppress with associated the first external information of reflection of light generated in transmissive member and The quality of second external information reduces.
The sensor system can be constituted as follows.
The sensor system has signal processing apparatus, which obtains from above-mentioned first sensor unit The first signal corresponding with above-mentioned first external information, and obtained and above-mentioned second external information from above-mentioned second sensor unit Corresponding second signal,
Said signal processing device be based on above-mentioned first signal and above-mentioned second signal and generate with above-mentioned first outside The corresponding data of integrated information made of information and above-mentioned second external information are comprehensive.
According to the above configuration, integrated information can be utilized in the driving of vehicle auxiliary.Especially by being equipped on vehicle ECU equal controller execute drive auxiliary control in the case where, due to by signal processing apparatus carry out first outside letter The synthesis of breath and the second external information, therefore the increase for the processing load being able to suppress in the control device.
The sensor system can be constituted as follows.
The sensor system has the shell for marking off the lamp house for accommodating automotive lamp unit,
Above-mentioned first sensor unit and above-mentioned second sensor unit are configured in above-mentioned lamp house.
Since automotive lamp unit has the function of externally supplying light to vehicle, generally automotive lamp unit is configured at and is blocked The less place of object.It, can be efficient by also configuring first sensor unit and second sensor unit in such place The external information of ground acquirement vehicle.
In addition, can be shared with automotive lamp unit in the case where obtaining height detection information from the automatic horizontal control system of vehicle Height detection information.In this case, efficient system can be designed.
The sensor system can be constituted as follows.
Above-mentioned first sensor unit and above-mentioned second sensor unit include LiDAR sensor unit, video camera list At least one of member, millimeter wave sensor unit.
In the present specification, " sensor unit " refers to have desired information detection functions, while its own is energy The Component units of enough components to be circulated in a manner of monomer.
In the present specification, " automotive lamp unit " refers to have desired illumination functions, while its own is can be with list The Component units for the component that the mode of body circulates.
In the present specification, it " drives auxiliary " to refer to, at least partly carrying out driver behavior, (steering wheel operation accelerates, subtracts Speed), the control processing of at least one of the monitoring of running environment and the support of driver behavior.That is, referring to includes from collision Detract braking function, lane keeps the such part of miscellaneous function to drive the meaning that auxiliary arrives fully automated driver behavior.
Detailed description of the invention
Fig. 1 schematically shows the composition of sensing system involved in an embodiment.
Fig. 2 is the figure for indicating the position of the sensing system in vehicle.
Symbol description
1 left front sensing system
11 first camera units
12 second camera units
13 shells
14 transmissive members
141 recess portions
The first flat part 141a
The second flat part 141b
15 accommodating chambers
16 signal processing apparatus
17 automotive lamp units
100 vehicles
A1 primary optic axis
The second optical axis of A2
The first signal of S1
S2 second signal
Specific embodiment
Hereinafter, being described in detail referring to example of the attached drawing to embodiment.It is each attached used in the following description In figure, in order to which each component is set as identifiable size, scale bar has been suitably changed.
In the accompanying drawings, arrow F indicates the front of illustrated configuration.The rear of arrow B expression illustrated configuration.Arrow L indicates figure Show the left of construction.The right of arrow R expression illustrated configuration." left side " and " right side " used in the following description is indicated from driving The left and right directions that seat is observed.
(A) in Fig. 1 schematically shows the composition of left front sensing system 1 involved in an embodiment.Such as Fig. 2 institute Show, left front sensing system 1 is equipped on the left front corner LF of vehicle 100.In the right forward corner RF of vehicle 100, equipped with having With the right front sensor system of the symmetrical composition of left front sensing system 1.
Left front sensing system 1 has the first camera unit 11.First camera unit 11 is at least obtaining vehicle The device of first image in 100 front.First camera unit 11 is configured to corresponding with the first image of acquirement One signal S1 output.First camera unit 11 can be visible light camera, be also possible to infrared camera.First camera shooting Machine unit 11 is an example of first sensor unit.
First camera unit 11 has primary optic axis A1.Primary optic axis A1 can specify that the first camera unit 11 obtains Reference direction when the first image.That is, the first camera unit 11 is configured at least obtain vehicle 100 based on primary optic axis A1 First image in front.Primary optic axis A1 is an example of the first detection reference axis.The acquirement of first image is vehicle 100 One example of the detection of the first external information.
Left front sensing system 1 has the second camera unit 12.Second camera unit 12 is at least obtaining vehicle The device of second image of 100 left.Second camera unit 12 is configured to corresponding with the second image of acquirement Binary signal S2 output.Second camera unit 12 can be visible light camera, be also possible to infrared camera.Second camera shooting Machine unit 12 is an example of second sensor unit.
Second camera unit 12 has the second optical axis A2.Second optical axis A2 can specify that the second camera unit 12 obtains Reference direction when the second image.That is, the second camera unit 12 is configured at least obtain vehicle 100 based on the second optical axis A2 Second image of left.Second optical axis A2 is an example of the second detection reference axis.The acquirement of second image is vehicle 100 One example of the detection of the second external information.
Left front sensing system 1 has shell 13 and transmissive member 14.Shell 13 and transmissive member 14 mark off receiving Room 15.
First camera unit 11 and the second camera unit 12 are configured in accommodating chamber 15.First camera unit 11 And second camera unit 12 be configured to, from the up and down direction of vehicle 100, primary optic axis A1 and the second optical axis A2 are handed over Fork.
(B) in Fig. 1 indicates left front sensing system 1A involved in comparative example.In the comparative example, the first video camera Unit 11 and the second camera unit 12 are configured to intersect primary optic axis A1 not with the second optical axis A2.With such composition phase Compare it is found that corresponding by the position of 100 inside of vehicle with than the first camera unit 11 and the second camera unit 12 In region it is easy to ensure that more wide space.That is, even if in order to obtain more image informations and use multiple video camera lists Member can also improve the utilization efficiency for configuring the space of multiple camera unit.
If primary optic axis A1 intersects with the second optical axis A2 from the up and down direction of vehicle 100, then from a left side for vehicle 100 Right direction or front-rear direction observation, primary optic axis A1 and the second optical axis A2 does not intersect not related yet.However, primary optic axis A1 Preferably actually intersect with the second optical axis A2.
According to the above configuration, the first camera unit 11 and the second camera unit 12 in the up and down direction of vehicle 100 The difference of position become smaller, be able to suppress the enlargement of the left front sensing system 1 in up and down direction.In addition, due to for taking The altitude datum for obtaining the first image is consistent with for obtaining the altitude datum of the second image, therefore is able to suppress and is based on taking the photograph from first The image procossing of the first signal S1 and the second signal S2 exported from the second camera unit 12 that camera unit 11 exports The increase of load.
Shown in (A) as shown in figure 1, transmissive member 14 can have recess portion 141.Recess portion 141 is directed towards the recess of accommodating chamber 15 Part.In this case, the first camera unit 11 and the second camera unit 12 be configurable to make primary optic axis A1 with And second optical axis A2 intersect with recess portion 141.
First camera unit 11 and the second camera unit 12 are respectively got at a distance from the inner surface of transmissive member 14 Short, the quality of the easier image for inhibiting to obtain reduces.According to composition as described above, be easy by the first camera unit 11 with And second camera unit 12 be respectively configured near the inner surface of transmissive member 14.Thus, it is possible to inhibit to take the photograph by first The quality for the first image that camera unit 11 obtains reduces and the product of the second image by the acquirement of the second camera unit 12 Matter reduces.
Shown in (A) as shown in figure 1, recess portion 141 may include the first flat part 141a and the second flat part 141b.In the feelings Under condition, the first camera unit 11 can be such that primary optic axis A1 intersects with the first flat part 141a with being combined into.Second video camera list Member 12 is configurable to intersect the second optical axis A2 with the second flat part 141b.Thus, the first camera unit 11 is based on passing through The light of first flat part 141a of transmissive member 14 obtains the first image.Second camera unit 12 is based on passing through transmissive member 14 The second flat part 141b light obtain the second image.
According to the above configuration, be able to suppress first image associated with the reflection of the light that is generated in transmissive member 14 and The quality of second image reduces.Thus, the first camera unit 11 is preferably configured to make primary optic axis A1 and the first flat part 141a is orthogonal.Second camera unit 12 is preferably configured to keep the second optical axis A2 orthogonal with the second flat part 141b.
Shown in (A) as shown in figure 1, left front sensing system 1 can have signal processing apparatus 16.Signal processing apparatus 16 can Have processor and memory.As the example of processor, CPU, MPU, GPU can be enumerated as.Processor may include multiple places Manage device kernel.As the example of memory, ROM, RAM can be enumerated as.In ROM, the program for executing above-mentioned processing can be stored.It should Program may include artificial intelligence program.As the example of artificial intelligence program, the mind based on deep learning acquistion can be enumerated as Through network.Processor can specify at least part for the program for being stored in ROM and be unfolded on RAM, cooperates and executes with RAM Above-mentioned processing.
Signal processing apparatus 16 can be used as the device for being fixed on shell 13 and realize, can also be used as and is equipped on vehicle 100 ECU equal controller and realize.Alternatively, signal processing apparatus 16 can be by integrated circuits such as ASIC, FPGA come real It is existing, it can also be realized by the combination of microcontroller and integrated circuit.
Signal processing apparatus 16 obtains the first signal S1 for exporting from the first camera unit 11 and from the second video camera The second signal S2 that unit 12 exports.Signal processing apparatus 16 is configured to generate based on the first signal S1 and second signal S2 comprehensive Close image data.As described above, the first signal S1 is at least corresponding with including first image in front of vehicle 100.Second letter Number S2 at least with include that the second image of left of vehicle 100 is corresponding.Composite image data be with by the first image and second The corresponding data of image made of image synthesis.
According to the above configuration, composite image data can be used for the driving auxiliary of vehicle 100.Especially passing through carrying In the case that the ECU equal controller of vehicle 100 executes and drives auxiliary control, due to carrying out the by signal processing apparatus 16 The synthesis of one image and the second image, therefore the increase for the processing load being able to suppress in the control device.
Shown in (A) as shown in figure 1, left front sensing system 1 can have automotive lamp unit 17.Automotive lamp unit 17 is to vehicle Project the device of visible light in 100 outside.Automotive lamp unit 17 and the first camera unit 11 and the second camera unit 12 1 It rises and is contained in accommodating chamber 15.As automotive lamp unit 17, can be given as headlamp, clearance lamps unit, blinker unit, Fog lamp unit etc..
Since automotive lamp unit 17 has the function of externally supplying light to vehicle 100, generally automotive lamp unit 17 is matched It is placed in the less places of shelters such as left front corner LF described above.By also configuring the first video camera list in such place Member 11 and the second camera unit 12, can efficiently obtain the external information of vehicle 100.
Above embodiment is only to will be readily understood that example of the invention.Without departing from purport of the invention, It can change as appropriate, improve composition involved in above embodiment.
In the above-described embodiment, left front sensing system 1 is shown to have the first camera unit 11 and second take the photograph The example of camera unit 12.However, at least one of the first camera unit 11 and the second camera unit 12 can be by Either one or two of LiDAR sensor unit and millimeter wave unit substitution.
LiDAR sensor unit, which has the composition for projecting non-visible light and detects the non-visible light, to be at least present in The composition of the return light of the result reflected on the object of outside vehicle.LiDAR sensor unit can have change as needed and penetrate Out direction (i.e. detection direction) and scan the sweep mechanism of the non-visible light.For example, the infrared light that wavelength is 905nm can be used to make For non-visible light.
LiDAR sensor unit can for example based on from the time of projecting non-visible light to some direction to detecting to return The time of light obtains and reaches at a distance from the associated object of the return light.In addition, by making such range data and detection Position is associated and integrates, and can obtain information involved in the shape of object associated with return light.In addition to this or Instead of above content, the material of object associated with return light can be obtained based on the difference for the wavelength for projecting light and return light Information involved in the attributes such as matter.
Using LiDAR sensor unit, it is illustrated referring to primary optic axis A1 and the second optical axis A2 The optical axis of camera unit can be replaced into the detection reference axis of LiDAR sensor unit.Benchmark axis convention LiDAR is detected to pass The detection reference direction of sensor cell.LiDAR sensor unit is based on the detection reference axis, detects the external information of vehicle 100.
Millimeter wave sensor unit, which has the composition for sending millimeter wave and receives the millimeter wave, is being present in vehicle 100 Outside object on the composition of the back wave of result that reflects.The example of frequency as millimeter wave, can be enumerated as 24GHz, 26GHz, 76GHz, 79GHz etc..Millimeter wave sensor unit can be for example based on from the time of sending millimeter wave to some direction To the time for receiving back wave, obtains and reach at a distance from the associated object of the back wave.In addition, by making such distance Data are associated with detection position and accumulate, and can obtain and information involved in the movement of the associated object of back wave.
Using millimeter wave sensor unit, it is illustrated referring to primary optic axis A1 and the second optical axis A2 The optical axis of camera unit can be replaced into the detection reference axis of millimeter wave sensor unit.Detect benchmark axis convention millimeter wave The detection reference direction of sensor unit.Millimeter wave sensor unit is based on the detection reference axis, the external letter of detection vehicle 100 Breath.
In the case where only infrared camera unit and millimeter wave sensor unit are configured in accommodating chamber 15, draw Separate accommodating chamber 15 transmissive member 14 be not necessarily it is transparent.In the present specification, " light transmission " this word is meant, can The light of wavelength used in external information for sensor unit detection vehicle 100 penetrates.
The composition of left front sensing system 1 also can be suitably used for left back sensing system.Left back sensing system is equipped on Fig. 2 Shown in vehicle 100 left back corner LB.The basic composition of left back sensing system can be right with left front 1 front and back of sensing system Claim.
The composition of left front sensing system 1 can also be suitable for sensing system behind the right side.Sensing system is equipped on behind the right side The right back angle RB of vehicle 100 shown in Fig. 2.The basic composition of sensing system and above-mentioned left back sensing system or so behind the right side Symmetrically.

Claims (9)

1. a kind of sensing system, is equipped on vehicle, wherein
The sensing system has:
First sensor unit detects the first external information of the vehicle based on the first detection reference axis;And
Second sensor unit detects the second external information of the vehicle based on the second detection reference axis,
From the up and down direction of the vehicle, the first detection reference axis and the second detection reference axis intersect.
2. sensing system according to claim 1, wherein
The first detection reference axis intersects with the second detection reference axis.
3. sensing system according to claim 1, wherein
The sensing system has transmissive member, which, which marks off, accommodates first sensor unit and the second sensing The accommodating chamber of device unit,
The transmissive member has the recess portion being recessed towards the accommodating chamber,
The first detection reference axis and the second detection reference axis intersect with the recess portion.
4. sensing system according to claim 2, wherein
The sensing system has transmissive member, which, which marks off, accommodates first sensor unit and the second sensing The accommodating chamber of device unit,
The transmissive member has the recess portion being recessed towards the accommodating chamber,
The first detection reference axis and the second detection reference axis intersect with the recess portion.
5. sensing system according to claim 3, wherein
The recess portion includes the first flat part and the second flat part,
The first detection reference axis intersects with first flat part,
The second detection reference axis intersects with second flat part.
6. sensing system according to claim 4, wherein
The recess portion includes the first flat part and the second flat part,
The first detection reference axis intersects with first flat part,
The second detection reference axis intersects with second flat part.
7. sensing system according to any one of claim 1 to 6, wherein
The sensing system has signal processing apparatus, which obtains from the first sensor unit and institute Corresponding first signal of the first external information is stated, and corresponding with second external information from second sensor unit acquirement Second signal,
The signal processing apparatus is based on first signal and the second signal and generates and first external information And the corresponding data of integrated information made of the second external information synthesis.
8. sensing system according to any one of claim 1 to 6, wherein
The sensing system has the shell for marking off the lamp house for accommodating automotive lamp unit,
The first sensor unit and the second sensor unit are contained in the lamp house.
9. sensing system according to any one of claim 1 to 6, wherein
The first sensor unit and the second sensor unit include LiDAR sensor unit, camera unit, milli At least one of metric wave sensor unit.
CN201910155112.7A 2018-03-05 2019-03-01 Sensing system Pending CN110228428A (en)

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08114446A (en) * 1994-10-18 1996-05-07 Mitsubishi Automob Eng Co Ltd Structure for attaching distance measuring sensor to body
DE102007013501A1 (en) * 2007-03-21 2008-09-25 Bayerische Motoren Werke Aktiengesellschaft Driver assistance system for detecting road users or obstacles using two cameras, has camera, which provides two-dimensional image of vehicle anteroom and another camera provides three-dimensional image of vehicle anteroom
CN102427982A (en) * 2009-05-19 2012-04-25 株式会社伊美吉内柯斯特 Lane departure sensing method and apparatus using images that surround a vehicle
US20150278610A1 (en) * 2012-08-29 2015-10-01 Robert Bosch Gmbh Method and device for detecting a position of a vehicle on a lane
JP2017134052A (en) * 2016-01-22 2017-08-03 株式会社デンソー Optical range finder

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH08114446A (en) * 1994-10-18 1996-05-07 Mitsubishi Automob Eng Co Ltd Structure for attaching distance measuring sensor to body
DE102007013501A1 (en) * 2007-03-21 2008-09-25 Bayerische Motoren Werke Aktiengesellschaft Driver assistance system for detecting road users or obstacles using two cameras, has camera, which provides two-dimensional image of vehicle anteroom and another camera provides three-dimensional image of vehicle anteroom
CN102427982A (en) * 2009-05-19 2012-04-25 株式会社伊美吉内柯斯特 Lane departure sensing method and apparatus using images that surround a vehicle
US20150278610A1 (en) * 2012-08-29 2015-10-01 Robert Bosch Gmbh Method and device for detecting a position of a vehicle on a lane
JP2017134052A (en) * 2016-01-22 2017-08-03 株式会社デンソー Optical range finder

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