CN110455298A - Vehicle localization method and positioning system - Google Patents

Vehicle localization method and positioning system Download PDF

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Publication number
CN110455298A
CN110455298A CN201910751687.5A CN201910751687A CN110455298A CN 110455298 A CN110455298 A CN 110455298A CN 201910751687 A CN201910751687 A CN 201910751687A CN 110455298 A CN110455298 A CN 110455298A
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China
Prior art keywords
vehicle
binary coding
lane line
positioning system
mobile device
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CN201910751687.5A
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CN110455298B (en
Inventor
齐欧
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Beijing Lingdong Speed Technology Co.,Ltd.
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Smart Technology (beijing) Co Ltd
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Priority to CN201910751687.5A priority Critical patent/CN110455298B/en
Publication of CN110455298A publication Critical patent/CN110455298A/en
Priority to PCT/CN2020/107793 priority patent/WO2021027723A1/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/26Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01CMEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/26Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
    • G01C21/34Route searching; Route guidance
    • G01C21/36Input/output arrangements for on-board computers
    • G01C21/3626Details of the output of route guidance instructions
    • G01C21/3658Lane guidance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/56Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G06V20/588Recognition of the road, e.g. of lane markings; Recognition of the vehicle driving pattern in relation to the road

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  • Engineering & Computer Science (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Automation & Control Theory (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Navigation (AREA)
  • Traffic Control Systems (AREA)

Abstract

This exposure is related to vehicle localization method and positioning system.A kind of vehicle localization method, the position of the vehicle is provided when moving on road for vehicle, it is included in each pre-determined distance, through the continuous state of the lane line on sensor identification road surface, and the binary coding of correspondence is generated according to the continuous state, the binary coding is at least used to indicate the continuous state of the lane line on the road surface;The binary coding is compared with database, if finding identical binary coding in the database, feedback corresponds to the binary-coded location information;And the position of the vehicle is shown according to the positional information.

Description

Vehicle localization method and positioning system
Technical field
The application relates to a kind of vehicle localization method and positioning system, and espespecially a kind of vehicle for recognizing lane line is used Localization method and positioning system.
Background technique
Existing driving positions mostly based on global positioning system (Global Positioning System, GPS), when When GPS signal is blocked (such as being passed a bridge down), navigator can generally be switched to dead reckoning (Dead reckoning), whole The information of the sensor and accelerometer etc. on vehicle is closed to calculate the position driven a vehicle at present, however dead reckoning can accumulate mistake Difference causes position inaccurate.Solve foregoing problems method first is that the position driven a vehicle using computer vision auxiliary identification.But make When with computer vision auxiliary identification, need to carry out neural network analysis to each picture element of each width picture, this will expend big The calculating power of amount, and for hsrdware requirements height, and calculated result is also not easy in time.
Summary of the invention
The first purpose of the application is to provide a kind of vehicle localization method and positioning system to improve in background technique The problem of.
According to the embodiment of the application, a kind of vehicle localization method is disclosed, is mentioned when being moved on road for vehicle For the position of the vehicle, comprising: in each pre-determined distance, through the continuous state of the lane line on sensor identification road surface, and The binary coding of correspondence is generated according to the continuous state, the binary coding is at least used to indicate the lane on the road surface The continuous state of line;The binary coding is compared with database, is compiled if finding identical binary system in the database Code, then feedback corresponds to the binary-coded location information;And the described of the vehicle is shown according to the positional information Position.
According to the embodiment of the application, it includes: to be incited somebody to action by mobile phone that the binary coding and the database, which are compared, The binary coding is sent to remote server;By the database in the binary coding and the remote server It is compared to generate the position of the vehicle;And the position of the passback vehicle is to the mobile phone.
According to the embodiment of the application, it includes: to be deposited by mobile phone that the binary coding is compared with the database The data obtained from remote server is stored up, to establish the database in the mobile phone;And it will be from the received institute of the sensor It states binary coding to be compared with the data of the database, to generate the position of the vehicle.
According to the embodiment of the application, the binary coding only includes the continuous state letter of the lane line on the road surface Breath, and do not include other environmental information.
According to the embodiment of the application, the measurement of the pre-determined distance is by odometer or global positioning system bulk cargo It sets.
According to the embodiment of the application, the vehicle localization method further includes the global location when the vehicle The satellite signals that system and device is received be lower than default value when, through sensor identification road surface lane line continuous state with Show the position of the vehicle.
According to the embodiment of the application, the vehicle localization method further includes working as described in binary coding instruction When vehicle is less than preset value at a distance from non-FOH or when the instruction vehicle is less than preset value at a distance from the lane line, Show lane shift information.
According to the embodiment of the application, a kind of positioning system is disclosed, for mobile device offer when moving on road The position of the mobile device, including sensor and display.The sensor for capturing the image on road surface, and generates institute The signal of image is stated, the signal includes binary coding, and the binary coding is at least used to indicate the lane on the road surface The information of line.The display, for according to the signal and database compare as a result, institute to show the mobile device Rheme is set.
According to the embodiment of the application, the information include the line style of the lane line, color, shape, width, Distance, the one or more of the coordinate of the lane line of the wantonly two adjacent lane lines.
According to the embodiment of the application, the positioning system further includes processor, for receiving institute from the sensor It states signal, and the signal is sent to remote server, the remote server is by the signal and the remote server The comparing of the interior database, to provide the result of comparison described in the display.
According to the embodiment of the application, the positioning system further includes processor, is stored for timing from remote service The data that device obtains to establish the database in the processor, and receives the signal from the sensor, by institute The comparing of the database in signal and the processor is stated, to provide the result of comparison described in the display.
According to the embodiment of the application, the processor is also used to when the global positioning system institute in the mobile device When the satellite signals intensity received is lower than default value, controls the sensor and capture the image on the road surface to indicate State the information on road surface.
According to the embodiment of the application, the binary coding further includes the non-FOH for being used to indicate the road surface Information, wherein the non-through row area includes pavement or safety island.
According to the embodiment of the application, the display is also used to indicate the mobile device when the binary coding It is less than preset value at a distance from the lane line less than preset value or the instruction mobile device at a distance from the non-FOH When, show lane shift information.
According to the embodiment of the application, a kind of mobile device is disclosed, the mobile device includes the positioning system, and The mobile device is land vehicle.
The vehicle of this exposure localization method and positioning system and its localization method only recognize the lane line of road surface image, and Binary coding is carried out to it, therefore, compared to the neural network analysis of existing computer vision auxiliary identification, needed for this exposure The calculating power wanted can be greatly reduced, therefore can be calculated and be provided with simple and inexpensive hardware and more timely calculated As a result.In addition, because this exposure is direct identification road surface image, rather than using supposition method meter compared to existing dead reckoning Position is calculated, therefore more accurate location information can be provided.
Detailed description of the invention
Fig. 1 is the flow chart of the localization method according to the embodiment of the present application.
Fig. 2 is the schematic diagram of the positioning system according to the embodiment of the present application.
Fig. 3 is the top view using situation of the positioning system according to the embodiment of the present application.
Fig. 4 is the schematic diagram using situation of the positioning system according to the embodiment of the present application.
Fig. 5 is the schematic diagram using situation of the positioning system according to the application difference embodiment.
Fig. 6 is the schematic diagram using situation of the positioning system according to the application difference embodiment.
Fig. 7 is the schematic diagram using situation of the positioning system according to the application difference embodiment.
Specific embodiment
Content disclosed below provides numerous embodiments or illustration, can be special to realize the difference of this disclosure Sign.The concrete example subsystem of component and configuration described below is to simplify this disclosure.When it is contemplated that for these narrations only Show, is not intended for limiting this disclosure.For example, in the following description, a fisrt feature is formed in one In second feature or on, may include some embodiments, wherein described first and second feature is in direct contact with one another;And May include some embodiments to be wherein formed between first and second above-mentioned feature there are also additional component, and make first with Second feature may not contacted directly.In addition, this disclosure may reuse component symbol in various embodiments And/or label.Such reuse is based on succinctly with clear purpose, and itself not representing discussed different implement Relationship between example and/or configuration.
Furthermore vocabulary opposite in use space here, for example " under ", " lower section ", " being lower than ", " on ", " on Side " and person similar to its, it may be possible to which a component depicted in figure or feature are relative to one or more another groups for convenience of explanation Relationship between part or feature.Spatially opposite its original idea of vocabulary also covers other than orientation depicted in figure for these Device locating a variety of different directions in use or operation.The equipment may be placed in other orientation and (e.g., rotate 90 Degree is in other orientation), and these spatially opposite description vocabulary should just do corresponding explanation.
Although the numberical range and parameter to define the application wider range are all rough numerical value, herein as far as possible The correlation values in specific embodiment are accurately presented.However, any numerical value is substantially inevitably containing because of individual tests Standard deviation caused by method.Here, " about " usually mean actual numerical value a certain number value or range positive and negative 10%, 5%, within 1% or 0.5%.Either, " about " word represents actual numerical value and falls within the acceptable standard error of average value, Depending on depending on the application those of ordinary skill in the art the considerations of.When it is understood that other than experimental example, or unless It separately expressly states otherwise, all ranges used herein, quantity, numerical value and percentage are (such as to describe material utilization amount, time Length, temperature, operating condition, quantitative proportion and other similar persons) by the modification of " about ".Therefore, unless otherwise opposite Illustrate, this specification and the revealed numerical parameter of subsidiary claim are all rough numerical value, and visual demand and more It is dynamic.These numerical parameters should be at least interpreted as to pointed number of significant digit and apply the obtained numerical value of general transfer method.In Herein, numberical range is expressed as by end point to another endpoint or between two endpoints;Unless otherwise indicated, described herein Numberical range all include endpoint.
Automatic carrier is one of the trend of current development in science and technology, common automatic carrier include autonomous driving vehicle, Pilotless automobile and wheeled mobile robot etc..General automatic carrier need to utilize sensor detection ambient enviroment and itself shape State, including the obstacle informations such as navigator fix information, road information, other vehicle and pedestrians, the location information of itself and movement Status information makes optimal judgement after certain operation, with accurate auto-control carrier mobile speed and steering. Therefore, automatic carrier can be made to arrive safe and sound destination in the case where non-driver monitors.
Navigator fix information is even more important to automatic carrier.The absolute fix of automatic carrier can be obtained by GPS, in detail For thin, double antenna is can be used and by satellite signals to obtain the absolute position of automatic carrier on earth in automatic carrier And course information.In addition, the relative positioning of automatic carrier can pass through inertial navigation, mileage according to the initial position of automatic carrier The sensors such as meter obtain acceleration and angular acceleration information, it integrates the time, relative initial position can be obtained Current location information.
In general, existing driving positioning when GPS signal is blocked (such as being passed a bridge down), is led mostly based on GPS Boat instrument can generally switch to dead reckoning to calculate the position driven a vehicle at present, however dead reckoning understands accumulated error, causes Position inaccurate.Solve foregoing problems method first is that the position driven a vehicle using computer vision auxiliary identification.But use computer When vision auxiliary identification, a large amount of power that calculates need to be expended on analysis picture, therefore the hardware that demand is more high-end, and it is calculated As a result also it is not easy in time.
In this exposure, the selective part for only recognizing lane line in the image of road surface, and binary system is carried out to lane line Coding, therefore compared to existing dead reckoning, the positioning system and method for this exposure can provide more accurate position letter Breath.In addition, calculating power required for this exposure can be substantially compared to the neural network analysis of existing computer vision auxiliary identification It reduces, therefore can be calculated with simple and inexpensive hardware and more timely calculated result is provided.
Fig. 1 is the flow chart of the localization method according to the embodiment of the present application.Localization method 10 starts from operating S1, in each Pre-determined distance through the continuous state of the lane line on sensor identification road surface, and generates the two of correspondence according to the continuous state Scale coding, the binary coding are at least used to indicate the continuous state of the lane line on the road surface.Localization method 10 continues S2 is operated, the binary coding is compared with database, if finding identical binary coding in the database, instead Feedback corresponds to the binary-coded location information.Localization method 10 continues to operate S3, shows institute according to the positional information State the position of vehicle.
Localization method 10 is only example, is not intended to limit this exposure, the part for surmounting the range is expressly recited in power In sharp claim.Before localization method 10, therebetween and later, it is possible to provide others operation, and the method its In its embodiment, replaceable, exclusion or mobile some operations.
Fig. 2 is the schematic diagram of the positioning system according to the embodiment of the present application.Positioning system 20 is for mobile device in road The position of mobile device is provided when upper mobile.Mobile device may include land vehicle, such as: autonomous driving vehicle, nobody The ground carriers such as the automatic carriers such as driving, wheeled mobile robot, or general automobile, bus, electric car, but not as Limit.
Positioning system 20 includes sensor 22 and display 24.Sensor 22 is used to capture the image on road surface, and generates shadow The signal of picture.In some embodiments, sensor 22 recognizes the continuous state of the lane line on road surface, and root in each pre-determined distance The binary coding of correspondence is generated according to the continuous state of lane line, wherein the measurement of pre-determined distance is filled by odometer or GPS It sets.
Sensor 22 may include imaging sensor or photosensory assembly, such as: camera, but not limited to this.In some realities It applies in example, sensor 22 can be the camera of mobile phone, the camera of automobile data recorder or be built into taking the photograph in land vehicle As head, but not limited to this.
The signal of image may include binary coding, and binary coding is at least used to indicate the information of lane line on road surface. The information of lane line includes line style, color, shape, the width, the distance of wantonly two adjacent lane lines, lane line of lane line Coordinate etc., but not limited to this.In some embodiments, binary coding is at least used to indicate the continuous of the lane line on road surface State.In addition, binary coding can only include the continuous state information of the lane line on road surface, and other environmental information is not included. In other embodiments, binary coding further includes being used to indicate the information of the non-FOH on road surface, wherein non-FOH includes Pavement or safety island.
Display 24 be used to compare according to the signal and database of image as a result, position to show mobile device.It is aobvious Show that device 24 may include image display, such as: display panel, but not limited to this.In some embodiments, display 24 can be The display panel of mobile phone 36, the display panel of automobile data recorder 32 or the display equipment being built into land vehicle, but not As limit.In some embodiments, display 24 be also used to when binary coding instruction mobile device and non-FOH away from From when being less than preset value or indicating that mobile device is less than preset value at a distance from lane line, lane shift information is shown.
Positioning system 20 may also include processor 26 and remote server 28, and but not limited to this.In some embodiments, The process that the signal and database of image compare can be in remote server 28.When the process that the signal and database of image compare When being in remote server 28, processor 26 is used to receive the signal of image from sensor 22, and signal is sent to distal end Server 28, remote server 28 is by the comparing of the database in signal and remote server 28, to provide display 24 The result of comparison.
In other embodiments, the process that the signal of image and database compare can be in processor 26.When the news of image When number being in remote server 28 with the process that database compares, processor 26 is stored for timing and is obtained from remote server 28 The data taken with the database established in processor 26, and receives signal from sensor 22, will be in signal and processor 26 The comparing of database, to provide the result of the comparison of display 24.
In this exposure, the signal specification of the image meets Wireless Fidelity, mobile network, near-field communication, zigbee etc. Common home control network communication protocol.Correspondingly, for the processor 26 and remote server of the signal of image described in transmission and reception 28 device specification also corresponds to above-mentioned home control network communication protocol, transmits/receive the signal of the image whereby.The art tool Usually intellectual will be understood that processor 26 and remote server 28 when transmitting the signal of image, and transmission end will be to image Signal encrypted, receiving end is by the news according to encryption/manner of decryption for linking up in advance with transmission end to encrypted image It number is decrypted to interpret the binary coding in the signal of image.This exposure does not limit processor 26 and remote server 28 Between encryption/manner of decryption.
In some embodiments, positioning system 20 may also include global positioning system.Processor 26 is also used to when mobile dress When the satellite signals intensity that global positioning system in setting is received is lower than default value, control sensor 22 captures the shadow on road surface As the location information to indicate road surface.
For the technical characteristic for illustrating the application can be become apparent from, below for positioning system provided by the present application and its positioning side Method carries out the explanation using situation, while providing multiple embodiments so that different variations and application is presented.And understand in order to facilitate, Same components label will be used with identical or similar functions and the component of effect in different embodiments.Furthermore difference is implemented In the absence of conflict, can interlock or mix collocation generates new embodiment to different components between example, but still falls within this In the protection scope of application.
Fig. 3 is the top view using situation of the positioning system according to the embodiment of the present application, and Fig. 4 is implemented according to the application The schematic diagram using situation of the positioning system of example.As shown in figure 3, the mobile device 30 of the present embodiment is with autonomous driving vehicle For, but this exposure is not limited.Fig. 3 shows schematic diagram of the autonomous driving vehicle when moving on road surface.
Fig. 4 is please referred to, Fig. 4 shows cockpit and the road surface shadow observed by windshield in autonomous driving vehicle Picture.As shown in figure 4, being provided with Back mirror 32 and automobile-used screen 34 in cockpit.It in some embodiments, can be additional in cockpit The mounting seat of mobile phone 36 is set, mobile phone 36 is fixed in front of driver's seat.In the present embodiment, there can be figure in mobile phone 36 2 sensor 22 is to capture the image on road surface.For example, sensor 22 can be the camera of mobile phone 36, and but not limited to this.
After the sensor 22 in mobile phone 36 recognizes the image on road surface, sensor 22 can generate the signal of image, CTC (Centell Technology Corporation) It number include binary coding, binary coding is at least used to indicate the information of the lane line on road surface.Specifically, lane line Information may include the line style (such as: dotted line, solid line or compound) of lane line, lane line color (such as: common is white Color, yellow or red), the shape of lane line (such as: rectangle, parallelogram or arc-shaped), the width of lane line, lane Distance (example between the coordinate (such as: latitude and longitude coordinates of the lane line in global positioning system) of line, two adjacent lane lines Such as: the distance of left and right lane line) and the signal of non-FOH (such as: pavement or safety island).
By taking the line style of lane line as an example, as shown in Figure 3, it is assumed that by every 2 meters (pre-determined distances) of every lane line point It is segmented into different line segments, then lane line can slightly be divided into two kinds, be dotted line and solid line respectively, determine if the dotted line in lane line is encoded Justice is 0, and the solid line coding in lane line is defined as 1, then the binary system of the continuous state of the left-lane in Fig. 3 and Fig. 4 is compiled Code is 000000, and the binary coding of the continuous state of right lane is then 001100.Wherein, the pre-determined distance of every lane line The measurement of (2 meters) can be by odometer or GPS device, and but not limited to this.
Then, signal can be sent to remote server 28 by mobile phone 36.Specifically, the sensor 22 of mobile phone 36 needs The coding of aforementioned left and right lane line is sent to remote server 28 through the processor 26 of mobile phone 36.In some embodiments, Coding is sent to the process of remote server 28 by processor 26, encoded information can be sent to distal end by wireless communication mode Server 28.After the signal that remote server 28 receives, the database in this signal and remote server 28 can be carried out It compares.
For example, the database in remote server 28 has stored the binary coded data of the lane line of each department. As shown in figure 4, Fig. 4 shows three groups of data in database, there is the two of different lane lines on different longitudes and latitudes respectively Scale coding, is denoted as latitude preceding below, and longitude is rear, and left-lane line coding, preceding, right-lane line is encoded rear.First Group longitude and latitude is 39 ° of 53 ' N, and 115 ° of 25 ' E, the coding of left and right lane line is respectively 001100 and 000111.Second group of longitude and latitude For 83 ° of 22 ' N, 103 ° of 21 ' E, the coding of left and right lane line is respectively 000000 and 001100.Third group longitude and latitude is 77 ° 59 ' N, 13 ° of 20 ' E, the coding of left and right lane line is respectively 010101 and 100110.After remote server 28 receives binary coding, Find that same left-lane line is 000000 and right lane is 001100 data in database, then, filtering out array can The position of energy.Then, the position obtained according to previous comparison result, it is 000000 and right vehicle that judgement, which meets left-lane line, Road is position most possible in 001100.For example, second group of data in database, which by chance meets left-lane line, is 000000 and right lane be 001100 data, then the longitude and latitude position of mobile device 30 may be 83 ° of 22 ' N, 103 ° 21 ' E。
Specifically, it is assumed that the left-lane line in section is actually continuous dotted line (00) in Fig. 3, and right-lane line is practical On be to be arranged alternately to be constituted by two dotted lines (00) He Yichang solid line (11), therefore the left and right lane line of tract section in Fig. 3 Front and back binary coding is represented by left-lane line respectively and is encoded toAnd right-lane line is encoded toThen remote server 28 can utilize received left-lane line coding 000000 and right-lane line Coding 001100, and the position obtained according to previous comparison result or previous GPS information, before and after collocation left and right lane line Coding to judge the most possible position of mobile device 30 according to this.
For example, may have that the same left-lane line of array is 000000 and right lane is 001100 number in database According to, by the position of the previous comparison result of mobile device 30, such as: it has been determined that the previous longitude and latitude of mobile device 30 Position be 83 ° of 23 ' N, 103 ° of 21 ' E, then because the longitude and latitude of second group of data in database be 83 ° of 22 ' N, 103 ° of 21 ' E, it is non- The place of present mobile device 30 is probably very close to the longitude and latitude of the position of previous comparison result, therefore second group of data Position.
In other embodiments, judge that the most possible position of mobile device 30 may further include according to mobile device 30 Speed per hour, thus it is speculated that and the range that mobile device 30 moves in judgement twice is estimated, meet left-lane to go to compare in this range Line is 000000 and right lane is 001100 position.Specifically, because the method for the present embodiment first filters out mobile device 30 can mobile range can more quickly compare out most suitable knot therefore when comparing 30 possible position of mobile device Fruit can save the more time compared to previous embodiment, and provide more accurate information.
After judging the position of mobile device 30, judging result can be back to mobile phone 36 by remote server 28 Location information can be transmitted on the display 24 of mobile phone 36 by the processor 26 of processor 26, mobile phone 36, and display 24 can be hand The screen of machine 36, whereby, driver can observe the information of position on the screen of mobile phone 36.
In an alternate embodiment, the process of comparing can be in mobile phone terminal, for example, the processor 26 of mobile phone 36 Can timing the newest section encoded information of near zone is required to remote server, with the database established in processor 26, Also that is, newest section encoded information is stored in mobile phone 36.Therefore, when the processor 26 in mobile phone 36 receives sensor 22 Signal when, mobile phone 36 can directly by the comparing of database in this signal and mobile phone 36, with obtain it is comparing as a result, and Display position information on the display 24 of mobile phone 36.
In other embodiments, mobile phone 36 interior can have exclusive mobile applications program (mobile application, letter Claim apps) it include aforementioned positioning system and localization method.For example, driver can open simultaneously when starting mobile device 30 The mobile applications program started in machine 36, mobile applications program can enable the camera of mobile phone 36 to capture the picture of road surface lane line Face, and to collected lane line picture, carry out binary coding.
In one embodiment, in order to minimize the data volume after binary coding, according to caused by foregoing teachings two into The continuous state information of the system coding only lane line comprising the road surface, and do not include other environmental information (such as not comprising vehicle The distance between the line style of diatom, color, shape, adjacent two lane line, GPS data etc.).In this way, can be by data Amount minimizes, and enables with the communication of remote server 28 more quickly, but not limited to this.In other embodiments, it takes action Application program can carry out binary system volume according to the distance between the line style of lane line, color, shape, adjacent two lane line Code, although in this way, increase is compared the promotion that accuracy also can be opposite by the data volume after binary coding.
In some embodiments, the time for capturing or capturing lane line picture can also be carried out binary system by mobile applications program Coding, with the lane line comparing of newest time in reward data library.In other embodiments, mobile applications program can will most Nearly primary effective GPS data carries out binary coding, and wherein GPS data includes time and coordinate, with similar with database The comparing of coordinate position, to judge 30 most likely location of mobile device.The data that GPS is added will be helpful to reduce data The data area that library compares, therefore can compare out more quickly most suitable as a result, and providing more accurate information.
In response to miscellaneous lane line, the signal of the image of lane line can be carried out binary coding by mobile applications program Package, with express other than solid line or dotted line more information.For example, the content of package may include the line of lane line Type, color, width, shape etc..In addition to the information of lane line itself, the content of package may also include time and the seat of GPS Mark, the time for capturing lane line information.
In some embodiments, the content of package may include the version of mobile applications program, specifically, mobile applications journey The version of sequence can be considered encryption/decrypted code that transmission end and receiving end are linked up in advance.For example, processor 26 and distal end take Device 28 be engaged in when transmitting the signal of image, transmission end (processor 26) will encrypt the signal of image, and add in package Enter the code of the version of application program of taking action as decryption, receiving end (remote server 28) will according to code with after to encryption The signal of image be decrypted to interpret the binary coding in package.Different, the distal end in response to the version of mobile applications program The data that may have array to correspond to different editions in server 28, more accurately to provide the location information of mobile device 30.
After mobile applications program obtains the location information of mobile device 30, location information can be incident upon to the screen of mobile phone 36 On curtain, but not limited to this.Mobile applications program can send this data to automobile data recorder or vehicle by wireless communication mode The medium appropriate such as interior screen understands the location information of mobile device 30 with sharp driver.
The positioning system and its localization method of this exposure are not limited to the above embodiments, and can have other different realities Apply example.To simplify the description and for the ease of being compared between each embodiment of the disclosure, each embodiment below In the identical labelled notation of same parts.For the difference between more easily comparing embodiment, being described below will be detailed Illustrate the difference between different embodiments, and identical feature will not be repeated again.
Fig. 5 is the schematic diagram using situation of the positioning system according to the application difference embodiment.In an alternate embodiment In, in order to be promoted using upper convenience, the processor 26 of mobile phone 36 can also be after receiving judging result, through processor 26 It is sent on the traffic navigation of automobile-used screen 34, driver can the easier relevant information for obtaining position whereby.
In other embodiments, mobile applications program may work as calculating in mobile phone 36 with the mode operating of backdrop procedure Out after the location information of mobile device 30, mobile applications program can send this data to driving recording by wireless communication mode The medium appropriate such as instrument or interior screen, the location information of mobile device 30 is learnt with sharp driver.
Fig. 6 is the schematic diagram using situation of the positioning system according to the application difference embodiment.In an alternate embodiment In, using traffic navigation or automobile data recorder 38 as the tool for capturing road surface image.For example, automobile data recorder 38 is clapped After taking the photograph the image on road surface, the signal of image is generated.Such as previous embodiment, signal includes binary coding, is used to indicate road surface Lane line information.
Then, signal is sent to mobile phone 36, the method that mobile phone 36 can pass through aforementioned any embodiment by automobile data recorder 38 To obtain the identification result of position.For example, the process of comparing can be in mobile phone 36 or remote server 28, when data ratio To after the completion, then show by mobile phone 36 or traffic navigation instrument 34 position of mobile device 30.
Substitution, if processor 26 is located in automobile data recorder 38, automobile data recorder 38 also can be directly by the news of image Number with the comparing in database, without via mobile phone or other assemblies, therefore comparison result can be obtained more quickly.
For example, the binary system that the database in mobile phone 36 or automobile data recorder 38 has stored the lane line of each department is compiled Code data.As shown in fig. 6, Fig. 6 shows three groups of data in database, there is different lanes on different longitudes and latitudes respectively The binary coding of line, is denoted as latitude preceding below, and longitude is rear, and left-lane line coding, preceding, right-lane line coding exists Afterwards.First group of longitude and latitude is 49 ° of 53 ' N, and 115 ° of 25 ' E, the coding of left and right lane line is respectively 001100 and 000111.Second group Longitude and latitude is 83 ° of 22 ' N, and 123 ° of 21 ' E, the coding of left and right lane line is respectively 000000 and 001100.Third group longitude and latitude is 87 ° of 59 ' N, 13 ° of 20 ' E, the coding of left and right lane line is respectively 010101 and 100110.
After remote server 28 receives binary coding, it is 000000 and the right side that same left-lane line is found in database Lane is 001100 data, then, filters out the possible position of array.Then, it is obtained according to previous comparison result Position, judgement meet left-lane line be 000000 and right lane be position most possible in 001100.
Specifically, may have that the same left-lane line of array is 000000 and right lane is 001100 number in database According to, by the position of the previous comparison result of mobile device 30, such as: it has been determined that the previous longitude and latitude of mobile device 30 Position be 83 ° of 23 ' N, 123 ° of 20 ' E, then because the longitude and latitude of second group of data in database be 83 ° of 22 ' N, 123 ° of 21 ' E, it is non- The place of present mobile device 30 is probably very close to the longitude and latitude of the position of previous comparison result, therefore second group of data Position.
Fig. 7 is the schematic diagram using situation of the positioning system according to the application difference embodiment.In an alternate embodiment In, it separately include the image of non-FOH using the road surface image that sensor 22 captures.Whereby, the positioning system of this exposure and fixed Position method can pass through the information of non-FOH also to judge the position of mobile device 30.For example, non-FOH may include people Trade or safety island, but not limited to this.
In some embodiments, the section that mobile device 30 may pass through only has side to have lane line, such as: only move The left side of device 30 has lane line, and the right of mobile device 30 is pavement.In other embodiments, mobile device may The section two sides passed through are all without lane line, as shown in fig. 7, the left side of mobile device 30 is safety island, and mobile device 30 The right is pavement.Therefore, by the image capture of non-FOH, the positioning system and localization method for being conducive to this exposure differentiate The position of mobile device 30.
It is interior in mobile device 30 or mobile phone 36 to have global positioning system in another alternate embodiment, when in mobile phone 36 Processor of the processor 26 when detecting satellite signals intensity that global positioning system is received lower than default value, in mobile phone 26 can control sensor 24, the lane line image for making it start to capture road surface, to provide the location information of mobile device 30.
For example, when mobile device 30 passes through the inferior section of bridge, satellite signals may be blocked, built-in at this time Global positioning system will be unable to play the positioning function of script.Therefore, when the processor 26 in mobile phone 36 or automobile data recorder 38 When detecting satellite signals deficiency, processor 26 can communicate information to sensor 22, and sensor 22 is made to start to play road surface image The function of acquisition.It, will after sensor 22 generates the signal of image, then via 28 comparison result of processor 26 and remote server The location information of mobile device 30 is shown on the display 24.
In another alternate embodiment, positioning system 20 can also provide the information of the mobile offset lanes of mobile device 30. For example, when driver drive mobile device when, may because of some factors, such as: technology is bad, spirit is not good or not attentively Etc., original lane is deviateed in the direction for causing mobile device 30 mobile.
When mobile device 30 moves between lane line, it is assumed that mobile device 30 first time and left and right lane line away from From equal, mobile device 30 started to generate variation at a distance from the lane line of left and right in the second time, such as: mobile device 30 is biased to When the left side is mobile, then mobile device 30 can be less than X in the second time at a distance from left-lane line, and the meeting at a distance from right-lane line Greater than X.When mobile device 30 continues mobile toward the direction on the left side, then the distance between mobile device 30 and left-lane line can be more next It is closer.When mobile device 30 is less than preset value at a distance from left-lane line, then positioning system 20 can show the letter of lane shift Breath reminds driver that must control the moving direction of mobile device 30 whereby.
In other embodiments, mobile device 30 may move between non-FOH.When mobile device 30 be biased to it is a certain When direction is mobile, then the distance between mobile device 30 and non-FOH can be more and more closer.When mobile device 30 and non-FOH Distance be less than preset value when, then positioning system 20 can show the information of lane shift, whereby remind driver must adjust movement The moving direction of device.
In alternate embodiment, mobile device 30 may move between non-FOH and lane line.When mobile device 30 When being biased to a direction movement, then between the distance between mobile device 30 and non-FOH or mobile device 30 and lane line Distance can be more and more closer.It is less than between preset value or mobile device 30 and lane line at a distance from mobile device 30 with non-FOH Distance be less than preset value when, then positioning system 20 can show the information of lane shift, to remind driver that must adjust mobile dress The moving direction set.
The feature of several embodiments of above-outlined, so that those skilled in the art can preferably understand the side of the application Face.It will be understood by one of ordinary skill in the art that its readily available the application is as identical for carrying out for designing or modifying Other techniques of the same advantage of purpose and/or realization embodiments described herein and the basis of structure.The skill of fields Art personnel should be further appreciated that these equivalent constructions do not depart from the spirit and scope of this exposure and it can make various change herein The spirit and scope for becoming, substituting and changing without departing from this exposure.
Furthermore scope of the present application is not limited to technique described in this specification, machine, manufacture, material composition, structure The specific embodiment of part, method and step.One of ordinary skill in the art will be easy according to the disclosure of this exposure Solution, can according to this exposures using generally execute identical with corresponding embodiment described herein function or generally realization and Its identical result presently, there are or follow-up developments technique, machine, manufacture, material composition, component, method or step.Cause This, appended claim is intended to these techniques, machine, manufacture, material composition, component, method or step being contained in its model In enclosing.

Claims (15)

1. a kind of vehicle localization method provides the position of the vehicle for vehicle when moving on road, which is characterized in that Include:
In each pre-determined distance, through the continuous state of the lane line on sensor identification road surface, and produced according to the continuous state The binary coding of raw correspondence, the binary coding are at least used to indicate the continuous state of the lane line on the road surface;
The binary coding is compared with database, if finding identical binary coding in the database, is fed back Corresponding to the binary-coded location information;And
The position of the vehicle is shown according to the positional information.
2. vehicle localization method as claimed in claim 1, which is characterized in that compare the binary coding and the database Include:
The binary coding is sent to remote server by mobile phone;
The binary coding is compared with the database in the remote server to generate the institute of the vehicle Rheme is set;And
The position of the vehicle is returned to the mobile phone.
3. vehicle localization method as claimed in claim 1, which is characterized in that compare the binary coding and the database Include:
The data obtained from remote server is stored by mobile phone, to establish the database in the mobile phone;And
It will be compared from the received binary coding of the sensor with the data of the database, to generate the vehicle The position.
4. vehicle localization method as claimed in claim 1, which is characterized in that the binary coding only includes the vehicle on the road surface The continuous state information of diatom, and do not include other environmental information.
5. vehicle localization method as claimed in claim 1, which is characterized in that the measurement of the pre-determined distance be by odometer or Global positioning system apparatus.
6. vehicle localization method as claimed in claim 5, which is characterized in that further include:
When the satellite signals that the global positioning system apparatus of the vehicle is received are lower than default value, through sensor The continuous state of the lane line on road surface is recognized to show the position of the vehicle.
7. localization method as claimed in claim 1, which is characterized in that further include:
When the binary coding indicates that the vehicle is less than preset value at a distance from non-FOH or the instruction vehicle with When the distance of the lane line is less than preset value, lane shift information is shown.
8. a kind of positioning system provides the position of the mobile device for mobile device when moving on road, feature exists In, comprising:
Sensor for capturing the image on road surface, and generates the signal of the image, and the signal includes binary coding, institute State the information that binary coding is at least used to indicate the lane line on the road surface;And
Display, for according to the signal and database compare as a result, the position to show the mobile device.
9. positioning system as claimed in claim 8, which is characterized in that the information include the line style of the lane line, color, Shape, width, the distance of the wantonly two adjacent lane lines, the lane line coordinate appoint one or more.
10. positioning system as claimed in claim 8, which is characterized in that further include:
The signal for receiving the signal from the sensor, and is sent to remote server, the distal end by processor Server is by the comparing of the database in the signal and the remote server, to provide described in the display The result of comparison.
11. positioning system as claimed in claim 8, which is characterized in that further include:
Processor, for periodically storing the data obtained from remote server, to establish the database in the processor, And the signal is received from the sensor, by the comparing of the database in the signal and the processor, To provide the result of comparison described in the display.
12. such as the positioning system of any one of claim 10 to 11, which is characterized in that the processor is also used to when described When the satellite signals intensity that global positioning system in mobile device is received is lower than default value, controls the sensor and capture The image on the road surface is to indicate the information on the road surface.
13. positioning system as claimed in claim 8, which is characterized in that the binary coding further includes being used to indicate the road surface Non- FOH information, wherein the non-through row area includes pavement or safety island.
14. such as the positioning system of claim 13, which is characterized in that wherein the display is also used to when the binary coding Indicate that the mobile device is less than preset value or the instruction mobile device and the lane line at a distance from the non-FOH Distance be less than preset value when, show lane shift information.
15. a kind of mobile device, which is characterized in that the mobile device includes positioning system as described in claim 1, and institute Stating mobile device is land vehicle.
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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111524380A (en) * 2020-04-21 2020-08-11 大连理工大学 Method for representing vehicle positioning and road traffic facility information by dotted traffic marking
WO2021027723A1 (en) * 2019-08-14 2021-02-18 灵动科技(北京)有限公司 Positioning method for vehicle and positioning system
CN112977472A (en) * 2019-12-12 2021-06-18 百度(美国)有限责任公司 Method and system for predicting moving track of vehicle
CN113128317A (en) * 2020-01-15 2021-07-16 宏碁股份有限公司 Lane positioning system and lane positioning method
TWI814480B (en) * 2022-07-11 2023-09-01 新馳科技股份有限公司 Vehicle positioning system and vehicle positioning method
CN117560666A (en) * 2024-01-11 2024-02-13 南京中科齐信科技有限公司 Method for establishing point-to-point encryption communication network between intelligent network-connected automobile and cloud

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050021229A1 (en) * 2003-07-21 2005-01-27 Lg Electronic Inc. Apparatus and method for detecting vehicle location in navigation system
US20060293850A1 (en) * 2005-03-29 2006-12-28 Point-I Co., Ltd. Method for providing navigation service by using mobile station based global positioning system and mobile communication terminal and system using the same
JP2008197905A (en) * 2007-02-13 2008-08-28 Aisin Aw Co Ltd Unit and method for deciding lane
JP2009301415A (en) * 2008-06-16 2009-12-24 Nec Corp Memory module control method, memory module and data transfer device
GR1006673B (en) * 2008-10-23 2010-01-20 Αποστολος Αποστολιδης Accident-preventing system with bar codes placed on the road surface
US20100014712A1 (en) * 2008-07-16 2010-01-21 Volkswagen Of America, Inc. Method for updating a geographic database for an in-vehicle navigation system
US20110046843A1 (en) * 2009-08-24 2011-02-24 Toyota Motor Engin. & Manufact. N.A.(TEMA) Systems and methods of vehicular path prediction for cooperative driving applications through digital map and dynamic vehicle model fusion
CN104700313A (en) * 2013-12-06 2015-06-10 大连灵动科技发展有限公司 Intelligent truck terminal on basis of truck dispatching system
CN106245475A (en) * 2016-07-22 2016-12-21 金陵科技学院 Highway that a kind of whole process identifies with lane center and using method
CN107886752A (en) * 2017-11-08 2018-04-06 武汉理工大学 A kind of high-precision Vehicle positioning system and method based on transformation lane line
US20180188059A1 (en) * 2016-12-30 2018-07-05 DeepMap Inc. Lane Line Creation for High Definition Maps for Autonomous Vehicles
CN108303103A (en) * 2017-02-07 2018-07-20 腾讯科技(深圳)有限公司 The determination method and apparatus in target track
CN108592914A (en) * 2018-04-08 2018-09-28 河南科技学院 The positioning of complex region inspecting robot, navigation and time service method under no GPS scenario
US20180285659A1 (en) * 2017-03-31 2018-10-04 Here Global B.V. Method, apparatus, and system for a parametric representation of lane lines
US20180328752A1 (en) * 2017-05-09 2018-11-15 Toyota Jidosha Kabushiki Kaisha Augmented reality for vehicle lane guidance
CN109085821A (en) * 2018-06-22 2018-12-25 苏州上善知源汽车电子有限公司 Automatic driving vehicle localization method
US20180373941A1 (en) * 2017-06-26 2018-12-27 Here Global B.V. Method, apparatus, and system for estimating a quality of lane features of a roadway
CN109815900A (en) * 2019-01-24 2019-05-28 深圳市路畅智能科技有限公司 A kind of vehicle method for self-locating and system based on auxiliary positioning line

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010019759A (en) * 2008-07-11 2010-01-28 Mazda Motor Corp Traveling lane detector for vehicle
CN108960055B (en) * 2018-05-30 2021-06-08 广西大学 Lane line detection method based on local line segment mode characteristics
CN110455298B (en) * 2019-08-14 2022-02-08 灵动科技(北京)有限公司 Positioning method and positioning system for vehicle

Patent Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20050021229A1 (en) * 2003-07-21 2005-01-27 Lg Electronic Inc. Apparatus and method for detecting vehicle location in navigation system
US20060293850A1 (en) * 2005-03-29 2006-12-28 Point-I Co., Ltd. Method for providing navigation service by using mobile station based global positioning system and mobile communication terminal and system using the same
JP2008197905A (en) * 2007-02-13 2008-08-28 Aisin Aw Co Ltd Unit and method for deciding lane
JP2009301415A (en) * 2008-06-16 2009-12-24 Nec Corp Memory module control method, memory module and data transfer device
US20100014712A1 (en) * 2008-07-16 2010-01-21 Volkswagen Of America, Inc. Method for updating a geographic database for an in-vehicle navigation system
GR1006673B (en) * 2008-10-23 2010-01-20 Αποστολος Αποστολιδης Accident-preventing system with bar codes placed on the road surface
US20110046843A1 (en) * 2009-08-24 2011-02-24 Toyota Motor Engin. & Manufact. N.A.(TEMA) Systems and methods of vehicular path prediction for cooperative driving applications through digital map and dynamic vehicle model fusion
CN104700313A (en) * 2013-12-06 2015-06-10 大连灵动科技发展有限公司 Intelligent truck terminal on basis of truck dispatching system
CN106245475A (en) * 2016-07-22 2016-12-21 金陵科技学院 Highway that a kind of whole process identifies with lane center and using method
US20180188059A1 (en) * 2016-12-30 2018-07-05 DeepMap Inc. Lane Line Creation for High Definition Maps for Autonomous Vehicles
CN108303103A (en) * 2017-02-07 2018-07-20 腾讯科技(深圳)有限公司 The determination method and apparatus in target track
US20180285659A1 (en) * 2017-03-31 2018-10-04 Here Global B.V. Method, apparatus, and system for a parametric representation of lane lines
US20180328752A1 (en) * 2017-05-09 2018-11-15 Toyota Jidosha Kabushiki Kaisha Augmented reality for vehicle lane guidance
US20180373941A1 (en) * 2017-06-26 2018-12-27 Here Global B.V. Method, apparatus, and system for estimating a quality of lane features of a roadway
CN107886752A (en) * 2017-11-08 2018-04-06 武汉理工大学 A kind of high-precision Vehicle positioning system and method based on transformation lane line
CN108592914A (en) * 2018-04-08 2018-09-28 河南科技学院 The positioning of complex region inspecting robot, navigation and time service method under no GPS scenario
CN109085821A (en) * 2018-06-22 2018-12-25 苏州上善知源汽车电子有限公司 Automatic driving vehicle localization method
CN109815900A (en) * 2019-01-24 2019-05-28 深圳市路畅智能科技有限公司 A kind of vehicle method for self-locating and system based on auxiliary positioning line

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
CHANG, KEVIN等: ""Effects of longitudinal pavement edgeline condition on driver lane deviation"", 《ACCIDENT ANALYSIS & PREVENTION》 *
陈戈珩等: ""基于车道线识别和多特征的前车检测算法"", 《科学技术与工程》 *

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021027723A1 (en) * 2019-08-14 2021-02-18 灵动科技(北京)有限公司 Positioning method for vehicle and positioning system
CN112977472A (en) * 2019-12-12 2021-06-18 百度(美国)有限责任公司 Method and system for predicting moving track of vehicle
CN113128317A (en) * 2020-01-15 2021-07-16 宏碁股份有限公司 Lane positioning system and lane positioning method
CN113128317B (en) * 2020-01-15 2024-03-26 宏碁股份有限公司 Lane positioning system and lane positioning method
CN111524380A (en) * 2020-04-21 2020-08-11 大连理工大学 Method for representing vehicle positioning and road traffic facility information by dotted traffic marking
TWI814480B (en) * 2022-07-11 2023-09-01 新馳科技股份有限公司 Vehicle positioning system and vehicle positioning method
CN117560666A (en) * 2024-01-11 2024-02-13 南京中科齐信科技有限公司 Method for establishing point-to-point encryption communication network between intelligent network-connected automobile and cloud
CN117560666B (en) * 2024-01-11 2024-03-15 南京中科齐信科技有限公司 Method for establishing point-to-point encryption communication network between intelligent network-connected automobile and cloud

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