CN108944915A - A kind of automatic parking method, system and computer readable storage medium - Google Patents

A kind of automatic parking method, system and computer readable storage medium Download PDF

Info

Publication number
CN108944915A
CN108944915A CN201810769208.8A CN201810769208A CN108944915A CN 108944915 A CN108944915 A CN 108944915A CN 201810769208 A CN201810769208 A CN 201810769208A CN 108944915 A CN108944915 A CN 108944915A
Authority
CN
China
Prior art keywords
vehicle
parking
area
distance
dimensional map
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
CN201810769208.8A
Other languages
Chinese (zh)
Inventor
蔡述庭
李丰
陈锦杰
刘坤
苏子洋
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.)
Guangdong University of Technology
Original Assignee
Guangdong University of Technology
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 Guangdong University of Technology filed Critical Guangdong University of Technology
Priority to CN201810769208.8A priority Critical patent/CN108944915A/en
Publication of CN108944915A publication Critical patent/CN108944915A/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/06Automatic manoeuvring for parking
    • 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
    • B60W2554/00Input parameters relating to objects

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Traffic Control Systems (AREA)

Abstract

The invention discloses automatic parking method, system and computer readable storage medium, this method includes being scanned to the environment of vehicle periphery, obtains range information of the object at a distance of vehicle of vehicle periphery;Two-dimensional map is constructed in real time according to range information, and obtains current location information of the vehicle in two-dimensional map;Target area is determined according to two-dimensional map, and determines parking path according to the location information where current location information and target area;Control vehicle is parked according to parking path, so that in vehicle parking to target area.The application can be realized the accurate positioning to vehicle, and vehicle can be made to realize in the case where parking environment complexity and quickly, accurately parked, and bring very big convenience for driver.

Description

A kind of automatic parking method, system and computer readable storage medium
Technical field
The present embodiments relate to automatic parking technical fields, more particularly to a kind of automatic parking method, system and meter Calculation machine readable storage medium storing program for executing.
Background technique
With the development of science and technology and the continuous improvement that illustrates of people's lives, automobile have become the daily vehicles of people. In people's driving, parallel parking will cause colliding with or scratching for vehicle for most drivers, to band of parking Inconvenient therefore automatic parking technology is come into being, and automatic parking technology refers to that automobile automatic parking enters position and do not need manually to control System, to offer convenience to people's lives.
Currently, automatic parking technology in the prior art is realized using ultrasonic radar or camera etc. to barrier Detection, and according to the driving direction of the range information of barrier to vehicle control vehicle, to realize automatic parking.But The situation at the scene of parking is often complex, using method in the prior art be difficult to realize it is quick, accurately park.
It a kind of solve the automatic parking method of above-mentioned technical problem, system in consideration of it, how to provide and computer-readable deposits Storage media becomes the current problem to be solved of those skilled in the art.
Summary of the invention
The purpose of the embodiment of the present invention is that a kind of automatic parking method, system and computer readable storage medium are provided, It can be realized the accurate positioning to vehicle in use process, and it is fast that vehicle can be made to realize in the case where parking environment complexity Speed is accurately parked, and brings very big convenience for driver.
In order to solve the above technical problems, the embodiment of the invention provides a kind of automatic parking methods, comprising:
S11: being scanned the environment of vehicle periphery, obtains distance of the object at a distance of the vehicle of the vehicle periphery Information;
S12: constructing two-dimensional map according to the range information in real time, and obtains the vehicle in the two-dimensional map Current location information;
S13: target area is determined according to the two-dimensional map, and according to the current location information and the target area Location information where domain determines parking path;
S14: controlling the vehicle and park according to the parking path, so that the vehicle parking is to the target area In domain.
Optionally, the process that target area is determined according to the two-dimensional map are as follows:
Free area is identified from the two-dimensional map;
Judge whether the area of the free area and shape meet default condition of parking, if so, by the free area Domain is as the target area.
Optionally, the control vehicle is parked according to the parking path, so that the vehicle parking is to institute The process stated in target area includes:
Whether the parking path on have barrier appearance, if so, pause is parked, obtain the barrier and institute if detecting The distance between vehicle information is stated, and returns to S12, to be updated to the two-dimensional map and the current location information;If It is no, then continue to control the vehicle and park according to the parking path, so that the vehicle parking is to the target area It is interior.
Optionally, before the environment to the vehicle periphery is scanned, the method also includes:
Judge whether the current vehicle speed of vehicle is less than preset threshold, and when the current vehicle speed of the vehicle is less than preset threshold When, into S11.
Optionally, the environment to vehicle periphery is scanned, and obtains the object of the vehicle periphery at a distance of the vehicle Range information process are as follows:
The object in the first area of the vehicle periphery is scanned using rotary laser radar, obtains described first The first distance information of object in region at a distance of the vehicle;
The object in the second area of the vehicle periphery is scanned using ultrasonic radar, obtains firstth area Object in domain and is made the first distance information and the second distance information at a distance of the first distance information of the vehicle For the range information;Wherein, the second area is the blind area of the rotary laser radar.
The embodiment of the present invention provides a kind of automated parking system accordingly, comprising:
Data acquisition device is scanned for the environment to vehicle periphery, obtains the object of the vehicle periphery apart The range information of the vehicle;
Map structuring module for constructing two-dimensional map in real time according to the range information, and obtains the vehicle in institute State the current location information in two-dimensional map;
Path planning module, for determining target area according to the two-dimensional map, and according to the present bit confidence Location information where breath and the target area determines parking path;
Control module is parked for controlling the vehicle according to the parking path, so that the vehicle parking is extremely In the target area.
Optionally, the path planning module includes:
Recognition unit, for identifying free area from the two-dimensional map;
Whether judging unit, area and shape for judging the free area meet default condition of parking, if so, Using the free area as the target area;
Path planning unit, for being determined according to the location information where the current location information and the target area Parking path.
It optionally, further include speed judgment module, current vehicle speed used for vehicles is judged, and when the vehicle When current vehicle speed is less than preset threshold, the data acquisition device is triggered.
Optionally, the data acquisition device includes:
Rotary laser radar is scanned for the object in the first area to the vehicle periphery, obtains described the The first distance information of object in one region at a distance of the vehicle;
Ultrasonic radar is scanned for the object in the second area to the vehicle periphery, obtains described first The first distance information of object in region at a distance of the vehicle;Wherein, the second area is the rotary laser radar Blind area;
The range information includes the first distance information and the second distance information.
The embodiment of the invention provides a kind of computer readable storage medium, stored on the computer readable storage medium There is the step of computer program, the computer program realizes automatic parking method as described above when being executed by processor.
The embodiment of the invention provides a kind of automatic parking method, system and computer readable storage medium, this method packets It includes: the environment of vehicle periphery is scanned, obtain range information of the object at a distance of vehicle of vehicle periphery;According to range information Building two-dimensional map in real time, and obtain current location information of the vehicle in two-dimensional map;Target is determined according to two-dimensional map Region, and parking path is determined according to the location information where current location information and target area;Control vehicle is according to parking Path is parked, so that in vehicle parking to target area.
As it can be seen that the application passes through the object of vehicle periphery detected and the range information of vehicle constructs vehicle place in real time The two-dimensional map in region, and can accurately determine target area for parking and vehicle to the mesh according to the two-dimensional map The parking path for marking region parks according to parking path control vehicle, vehicle can be made accurately to park to the target In region.The application can be realized the accurate positioning to vehicle, and vehicle can be made to realize in the case where parking environment complexity Quickly, it accurately parks, brings very big convenience for driver.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to institute in the prior art and embodiment Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the invention Example, for those of ordinary skill in the art, without creative efforts, can also obtain according to these attached drawings Obtain other attached drawings.
Fig. 1 is a kind of flow diagram of automatic parking method provided in an embodiment of the present invention;
Fig. 2 is a kind of structural schematic diagram of automated parking system provided in an embodiment of the present invention.
Specific embodiment
The embodiment of the invention provides a kind of automatic parking method, system and computer readable storage mediums, are using It can be realized the accurate positioning to vehicle in journey, and vehicle can be made to realize quickly, accurately in the case where parking environment complexity It parks, brings very big convenience for driver.
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
Fig. 1 is please referred to, Fig. 1 is a kind of flow diagram of automatic parking method provided in an embodiment of the present invention.This method, Include:
S11: being scanned the environment of vehicle periphery, obtains range information of the object at a distance of vehicle of vehicle periphery;
It should be noted that be scanned during vehicle is parked by the environment to vehicle periphery, it can The range information of the object and the vehicle in scanning range is obtained, namely with the traveling of vehicle, it can be in real time to vehicle periphery Environment is scanned, and obtains range information of the object at a distance of vehicle of vehicle periphery in real time.
It is understood that can be realized fast and accurately scanning is accurate building two for complexity parks environment The key for tieing up map, has the advantages that scanning speed is fast in view of laser radar, is capable of the variation of real-time capture ambient conditions, so The application can realize the scanning to the environment of vehicle periphery using laser radar (such as rotary laser radar), to make to obtain Range information real-time and accuracy it is higher.
Specifically, when being scanned to ambient enviroment, the sensor (such as rotary laser radar) that will can be used to scan Center as coordinate origin, immediately ahead of rotary laser radar be that x-axis establishes local measurement coordinate system.Since vehicle was being parked It is constantly travelled in journey, so at the time of being scanned since sensor to ambient enviroment, the moment vehicle institute is in place The origin as automobile is set, vehicle forward direction is that x-axis establishes global coordinate system, relative to each measurement point, by local coordinate Each measurement point under system is converted to global coordinate system, so that each object for obtaining vehicle periphery is believed at a distance of the distance of vehicle Breath.
S12: two-dimensional map is constructed in real time according to range information, and obtains present bit confidence of the vehicle in two-dimensional map Breath;
It should be noted that the application be based on SLAM (simultaneous localization and mapping, i.e., Shi Dingwei and map structuring) algorithm each object according to accessed by current time range information construct two-dimensional map, and With vehicle it is mobile can real-time reception to current time range information, thus realize to two-dimensional map be updated with it is complete It is kind.That is, S11 and S12 is real-time perfoming during vehicle parking.
Wherein, when starting to be scanned vehicle periphery object, the application can also be started by the odometer of vehicle The driving path of vehicle is recorded.During component two-dimensional map, in order to avoid noise etc. interferes, the application may be used also To carry out pose estimation to vehicle using regularized particle filter device (RPF) algorithm, in conjunction with the vehicle running path of odometer record Vehicle is accurately positioned, to obtain current location information of the vehicle in two-dimensional map.
S13: target area is determined according to two-dimensional map, and according to the position where current location information and target area Information determines parking path;
Specifically, S13 be S12 building two-dimensional map excessively in execute, can be from two-dimensional map building process Free area is identified in the two-dimensional map currently constructed, and the free area is judged according to default condition of parking, it should The default condition of parking can be the size and/or vehicle of vehicle, specifically can determine whether the area of free area and shape meet Default condition of parking, and the free area for meeting default condition of parking is met as target area.According to it is current two-dimensionally The current location information of position and vehicle in current two-dimensional map in figure where target area determines parking path.
It should be noted that the current location information of the vehicle in the application is the location information with target area same The location information calibrated in the two-dimensional map at moment.
S14: control vehicle is parked according to parking path, so that in vehicle parking to target area.
After having planned parking path, i.e., controllable vehicle carries out automatic parking according to the parking path, finally makes vehicle It parks into the target area, and the mode that can also park determines according to actual conditions when controlling vehicle parking, e.g. It is stopped or is moved backward using side and is put in storage, parked in a manner of parking accordingly to control vehicle according to the parking path.
Certainly, the two-dimensional map of building and parking path can also be saved after completing to park, again so as to vehicle After secondary starting, the path can be called, and detect to the environment of vehicle periphery, it, can in the case where ambient enviroment allows Parking place is driven out to control vehicle according to the parking path of storage.
Further, control vehicle is parked according to parking path, so that the process in vehicle parking to target area Include:
Whether there is barrier appearance on detection parking path, if so, pause is parked, obtains between barrier and vehicle Range information, and S12 is returned, to be updated to two-dimensional map and current location information;If it is not, then continue control vehicle according to Parking path is parked, so that in vehicle parking to target area.
It should be noted that the application is during controlling vehicle parking, sensing in order to avoid the transmission of emergency case Device is also scanned the environment of vehicle periphery in real time, when detect there is barrier on parking path when, control vehicle Pause is parked, while can carry out warning note, at this time can be according to the range information of the obstacle distance vehicle by the obstacle Object is demarcated in two-dimensional map, to realize update to two-dimensional map, and according to current updated two-dimensional map and The location information that vehicle is currently located plans parking path again.
Specifically, after having barrier appearance on parking path, it can be determined that whether the barrier disappears within a preset time It loses, if disappeared, control vehicle can be continued and parked according to the parking path, if the barrier within a preset time It does not disappear, then obtains the distance between barrier and vehicle information, and return to S12, to two-dimensional map and present bit confidence Breath is updated, and plans parking path from new.
The application can be realized the process in vehicle automatic parking and take emergency measures to emergency case, be preferably user It offers convenience, and can guarantee traffic safety to a certain extent.
Further, in above-mentioned S11 before the environment to vehicle periphery is scanned, this method can also include:
Judge whether the current vehicle speed of vehicle is less than preset threshold, and when the current vehicle speed of vehicle is less than preset threshold, Into S11.
Specifically, usually when vehicle preparation is parked, its speed is lower, the application can be in vehicle for energy saving Speed just starts to be scanned the environment of vehicle periphery when being lower than preset threshold, wherein and preset threshold is, for example, 10km/h, Specific value can be determined according to the actual situation.That is, when the current vehicle speed of vehicle is lower than preset threshold, explanation Vehicle is parked demand, be can control the data acquisition device being arranged on vehicle at this time and is opened, and starts to vehicle periphery Environment is scanned.Specifically, can be incited somebody to action after each sensor (such as rotary laser radar) in data acquisition device is opened Vehicle position at this time as origin, vehicle relocate direction of advance be x-axis establish coordinate system, the coordinate system be world coordinates System, for each measurement point,
Further, the environment of vehicle periphery is scanned in above-mentioned S11, obtains the object of vehicle periphery apart The process of the range information of vehicle, is specifically as follows:
The object in the first area of vehicle periphery is scanned using rotary laser radar, is obtained in first area First distance information of the object at a distance of vehicle;
The object in the second area of vehicle periphery is scanned using ultrasonic radar, obtains the object in first area Body at a distance of vehicle first distance information, and using first distance information and second distance information as range information;Wherein, second Region is the blind area of rotary laser radar.
It should be noted that minimize cost in order on the basis of guaranteeing scanning accuracy and real-time, the application It can be scanned by main region of the rotary laser radar to vehicle periphery, due to mainly being needed during vehicle parking The object in vehicle tail region is scanned, so rotating radar can be set to the tailstock of vehicle in the specific implementation Portion, to realize the scanning to vehicle tail region;For rotary laser radar scanning less than region (namely blind area), can be with Sub-scanning is carried out by ultrasonic radar, so as to obtain the range information of the object distance vehicle in global scope.This Using the scanning area of rotary laser radar as first area in application, the region that ultrasonic radar is scanned is as the secondth area Domain, second area are the blind area of rotary laser radar.
Certainly, can also be set to the top of vehicle with rotary laser radar in practical applications, and in normally travel or Rotary laser radar can be packed up after person's vehicle parking, make to measure to prevent external environment from polluting rotary laser radar As a result inaccurate, and vehicle integrally occupied space can also be reduced.
In addition, in practical applications in addition to realizing the environment to vehicle periphery using rotary laser radar and ultrasonic radar Except being scanned, the scanning to vehicle-periphery can also be realized using other equipment, it is special that specific the application is not done It limits, is able to achieve the purpose of the application.
The embodiment of the invention provides a kind of automatic parking methods, this method comprises: the environment to vehicle periphery is swept It retouches, obtains range information of the object at a distance of vehicle of vehicle periphery;Two-dimensional map is constructed in real time according to range information, and obtains vehicle Current location information in two-dimensional map;Determine target area according to two-dimensional map, and according to current location information and Location information where target area determines parking path;Control vehicle is parked according to parking path, so that vehicle parking To target area.
As it can be seen that the application passes through the object of vehicle periphery detected and the range information of vehicle constructs vehicle place in real time The two-dimensional map in region, and can accurately determine target area for parking and vehicle to the mesh according to the two-dimensional map The parking path for marking region parks according to parking path control vehicle, vehicle can be made accurately to park to the target In region.The application can be realized the accurate positioning to vehicle, and vehicle can be made to realize in the case where parking environment complexity Quickly, it accurately parks, brings very big convenience for driver.
On the basis of the above embodiments, the embodiment of the present invention provides a kind of automated parking system accordingly, specifically asks Referring to Fig. 2.The system includes:
Data acquisition device 1 is scanned for the environment to vehicle periphery, obtains the object of vehicle periphery at a distance of vehicle Range information;
Map structuring module 2 for constructing two-dimensional map in real time according to range information, and obtains vehicle in two-dimensional map Current location information;
Path planning module 3, for determining target area according to two-dimensional map, and according to current location information and target Location information where region determines parking path;
Control module 4 is parked for controlling vehicle according to parking path, so that in vehicle parking to target area.
Optionally, path planning module 2 includes:
Recognition unit, for identifying free area from two-dimensional map;
Judging unit, whether area and shape for judging free area meet default condition of parking, if so, by empty Not busy region is as target area;
Path planning unit, for determining road of parking according to the location information where current location information and target area Diameter.
It optionally, further include speed judgment module, current vehicle speed used for vehicles is judged, and works as the current of vehicle When speed is less than preset threshold, trigger data acquisition device.
Optionally, data acquisition device 1 includes:
Rotary laser radar is scanned for the object in the first area to vehicle periphery, is obtained in first area Object at a distance of vehicle first distance information;
Ultrasonic radar is scanned for the object in the second area to vehicle periphery, is obtained in first area First distance information of the object at a distance of vehicle;Wherein, second area is the blind area of rotary laser radar;
Range information includes first distance information and second distance information.
It should be noted that automated parking system provided in an embodiment of the present invention have with provide in above-described embodiment from The dynamic identical beneficial effect of method of parking, the specific introduction to automatic parking method involved in this present embodiment, this Shen It please details are not described herein.
On the basis of the above embodiments, the embodiment of the invention provides a kind of computer readable storage medium, computers It is stored with computer program on readable storage medium storing program for executing, such as above-mentioned automatic parking method is realized when computer program is executed by processor The step of.The embodiment of the present invention has beneficial effect identical with above-mentioned embodiment of the method, to involved in this present embodiment The specific introduction of the automatic parking method arrived, details are not described herein by the application.
Each embodiment in this specification is described in a progressive manner, the highlights of each of the examples are with other The difference of embodiment, the same or similar parts in each embodiment may refer to each other.For device disclosed in embodiment For, since it is corresponded to the methods disclosed in the examples, so being described relatively simple, related place is said referring to method part It is bright.
It should also be noted that, in the present specification, relational terms such as first and second and the like be used merely to by One entity or operation are distinguished with another entity or operation, without necessarily requiring or implying these entities or operation Between there are any actual relationship or orders.Moreover, the terms "include", "comprise" or its any other variant meaning Covering non-exclusive inclusion, so that the process, method, article or equipment for including a series of elements not only includes that A little elements, but also including other elements that are not explicitly listed, or further include for this process, method, article or The intrinsic element of equipment.In the absence of more restrictions, the element limited by sentence "including a ...", is not arranged Except there is also other identical elements in the process, method, article or apparatus that includes the element.
The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, of the invention It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one The widest scope of cause.

Claims (10)

1. a kind of automatic parking method characterized by comprising
S11: being scanned the environment of vehicle periphery, and the object for obtaining the vehicle periphery is believed at a distance of the distance of the vehicle Breath;
S12: two-dimensional map is constructed in real time according to the range information, and it is current in the two-dimensional map to obtain the vehicle Location information;
S13: target area is determined according to the two-dimensional map, and according to the current location information and target area institute Location information determine parking path;
S14: controlling the vehicle and park according to the parking path, so that the vehicle parking is to the target area It is interior.
2. automatic parking method according to claim 1, which is characterized in that described to determine target according to the two-dimensional map The process in region are as follows:
Free area is identified from the two-dimensional map;
Judge whether the area of the free area and shape meet default condition of parking, if so, the free area is made For the target area.
3. automatic parking method according to claim 2, which is characterized in that the control vehicle is parked according to described Path is parked, so that the process in the vehicle parking to the target area includes:
Whether the parking path on have barrier appearance, if so, pause is parked, obtain the barrier and the vehicle if detecting The distance between information, and S12 is returned to, to be updated to the two-dimensional map and the current location information;If it is not, then Continue to control the vehicle and park according to the parking path, so that in the vehicle parking to the target area.
4. automatic parking method according to claim 2, which is characterized in that the environment to the vehicle periphery into Before row scanning, the method also includes:
Judge whether the current vehicle speed of vehicle is less than preset threshold, and when the current vehicle speed of the vehicle is less than preset threshold, Into S11.
5. automatic parking method according to any one of claims 1-4, which is characterized in that the ring to vehicle periphery Border is scanned, and obtains the object of the vehicle periphery at a distance of the process of the range information of the vehicle are as follows:
The object in the first area of the vehicle periphery is scanned using rotary laser radar, obtains the first area First distance information of the interior object at a distance of the vehicle;
The object in the second area of the vehicle periphery is scanned using ultrasonic radar, is obtained in the first area Object at a distance of the vehicle first distance information, and using the first distance information and the second distance information as institute State range information;Wherein, the second area is the blind area of the rotary laser radar.
6. a kind of automated parking system characterized by comprising
Data acquisition device is scanned for the environment to vehicle periphery, obtains the object of the vehicle periphery at a distance of described The range information of vehicle;
Map structuring module for constructing two-dimensional map in real time according to the range information, and obtains the vehicle described two Tie up the current location information in map;
Path planning module, for determining target area according to the two-dimensional map, and according to the current location information and Location information where the target area determines parking path;
Control module is parked for controlling the vehicle according to the parking path, so that the vehicle parking is to described In target area.
7. automated parking system according to claim 6, which is characterized in that the path planning module includes:
Recognition unit, for identifying free area from the two-dimensional map;
Judging unit, whether area and shape for judging the free area meet default condition of parking, if so, by institute Free area is stated as the target area;
Path planning unit, for parking according to the location information determination where the current location information and the target area Path.
8. automated parking system according to claim 6, which is characterized in that further include speed judgment module, for vehicle Current vehicle speed judged, and when the current vehicle speed of the vehicle is less than preset threshold, trigger data acquisition dress It sets.
9. according to automated parking system described in claim 6-8 any one, which is characterized in that the data acquisition device packet It includes:
Rotary laser radar is scanned for the object in the first area to the vehicle periphery, obtains firstth area The first distance information of object in domain at a distance of the vehicle;
Ultrasonic radar is scanned for the object in the second area to the vehicle periphery, obtains the first area First distance information of the interior object at a distance of the vehicle;Wherein, the second area is the blind area of the rotary laser radar;
The range information includes the first distance information and the second distance information.
10. a kind of computer readable storage medium, which is characterized in that be stored with computer on the computer readable storage medium Program, realizing the automatic parking method as described in claim 1 to 5 any one when the computer program is executed by processor Step.
CN201810769208.8A 2018-07-13 2018-07-13 A kind of automatic parking method, system and computer readable storage medium Pending CN108944915A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810769208.8A CN108944915A (en) 2018-07-13 2018-07-13 A kind of automatic parking method, system and computer readable storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810769208.8A CN108944915A (en) 2018-07-13 2018-07-13 A kind of automatic parking method, system and computer readable storage medium

Publications (1)

Publication Number Publication Date
CN108944915A true CN108944915A (en) 2018-12-07

Family

ID=64483960

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810769208.8A Pending CN108944915A (en) 2018-07-13 2018-07-13 A kind of automatic parking method, system and computer readable storage medium

Country Status (1)

Country Link
CN (1) CN108944915A (en)

Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109739231A (en) * 2018-12-29 2019-05-10 北京智行者科技有限公司 Automatic Pilot charging vehicle control method for stopping and system
CN110155043A (en) * 2019-05-09 2019-08-23 禾多科技(北京)有限公司 Automatic parking two-dimensional location method
CN110293965A (en) * 2019-06-28 2019-10-01 北京地平线机器人技术研发有限公司 Method of parking and control device, mobile unit and computer-readable medium
CN110293966A (en) * 2019-06-28 2019-10-01 北京地平线机器人技术研发有限公司 Vehicle parking control method, vehicle parking control device and electronic equipment
CN110435638A (en) * 2019-06-28 2019-11-12 惠州市德赛西威汽车电子股份有限公司 A kind of parking position automatic tracking method
CN110471066A (en) * 2019-07-25 2019-11-19 东软睿驰汽车技术(沈阳)有限公司 A kind of location determining method and device
CN110562248A (en) * 2019-09-17 2019-12-13 浙江吉利汽车研究院有限公司 automatic parking system and automatic parking method based on unmanned aerial vehicle
CN110979313A (en) * 2019-12-13 2020-04-10 武汉乐庭软件技术有限公司 Automatic parking positioning method and system based on space map
WO2020133988A1 (en) * 2018-12-28 2020-07-02 广州小鹏汽车科技有限公司 Method and device for determining parking position
CN111376894A (en) * 2018-12-29 2020-07-07 观致汽车有限公司 Automatic parking system and method
CN111596650A (en) * 2019-02-01 2020-08-28 北京京东尚科信息技术有限公司 Parking scheduling method and device for automatic guided transport vehicle
CN111824130A (en) * 2020-07-09 2020-10-27 广州小鹏车联网科技有限公司 Parking control method and device, vehicle and storage medium
CN112046469A (en) * 2020-09-29 2020-12-08 上海汽车集团股份有限公司 Automatic parking method, system, server and storage medium
CN112193242A (en) * 2020-10-10 2021-01-08 上海欧菲智能车联科技有限公司 Parking control method, system, device and storage medium
CN112447058A (en) * 2019-09-03 2021-03-05 比亚迪股份有限公司 Parking method, parking device, computer equipment and storage medium
CN112477851A (en) * 2020-11-30 2021-03-12 广州小鹏自动驾驶科技有限公司 Deceleration strip identification method and device, vehicle and readable storage medium
CN115100377A (en) * 2022-07-15 2022-09-23 小米汽车科技有限公司 Map construction method and device, vehicle, readable storage medium and chip

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100321211A1 (en) * 2009-06-23 2010-12-23 Ming-Kuan Ko Composite-image parking-assistant system
DE102009028832A1 (en) * 2009-08-24 2011-03-03 Robert Bosch Gmbh Method for marking historical data in vehicle environment maps
CN104260722A (en) * 2014-09-23 2015-01-07 北京理工大学 Automatic parking system
CN105774815A (en) * 2016-03-07 2016-07-20 江苏大学 High-adaptability human-computer interaction type intelligent parking method
CN103907147B (en) * 2011-10-21 2017-07-04 罗伯特·博世有限公司 The data from the Map Services based on view data are used in accessory system
CN107600067A (en) * 2017-09-08 2018-01-19 中山大学 A kind of autonomous parking system and method based on more vision inertial navigation fusions

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100321211A1 (en) * 2009-06-23 2010-12-23 Ming-Kuan Ko Composite-image parking-assistant system
DE102009028832A1 (en) * 2009-08-24 2011-03-03 Robert Bosch Gmbh Method for marking historical data in vehicle environment maps
CN103907147B (en) * 2011-10-21 2017-07-04 罗伯特·博世有限公司 The data from the Map Services based on view data are used in accessory system
CN104260722A (en) * 2014-09-23 2015-01-07 北京理工大学 Automatic parking system
CN105774815A (en) * 2016-03-07 2016-07-20 江苏大学 High-adaptability human-computer interaction type intelligent parking method
CN107600067A (en) * 2017-09-08 2018-01-19 中山大学 A kind of autonomous parking system and method based on more vision inertial navigation fusions

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
席军强: "《车辆信息技术》", 30 December 2013 *
陈慧岩等: "《无人驾驶汽车理论与设计》", 31 March 2018, 北京理工大学出版社 *

Cited By (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020133988A1 (en) * 2018-12-28 2020-07-02 广州小鹏汽车科技有限公司 Method and device for determining parking position
CN109739231A (en) * 2018-12-29 2019-05-10 北京智行者科技有限公司 Automatic Pilot charging vehicle control method for stopping and system
CN111376894A (en) * 2018-12-29 2020-07-07 观致汽车有限公司 Automatic parking system and method
CN111596650A (en) * 2019-02-01 2020-08-28 北京京东尚科信息技术有限公司 Parking scheduling method and device for automatic guided transport vehicle
CN110155043A (en) * 2019-05-09 2019-08-23 禾多科技(北京)有限公司 Automatic parking two-dimensional location method
CN110293965A (en) * 2019-06-28 2019-10-01 北京地平线机器人技术研发有限公司 Method of parking and control device, mobile unit and computer-readable medium
CN110293966A (en) * 2019-06-28 2019-10-01 北京地平线机器人技术研发有限公司 Vehicle parking control method, vehicle parking control device and electronic equipment
CN110435638A (en) * 2019-06-28 2019-11-12 惠州市德赛西威汽车电子股份有限公司 A kind of parking position automatic tracking method
CN110293966B (en) * 2019-06-28 2021-06-01 北京地平线机器人技术研发有限公司 Vehicle parking control method, vehicle parking control device and electronic equipment
CN110293965B (en) * 2019-06-28 2020-09-29 北京地平线机器人技术研发有限公司 Parking method and control device, vehicle-mounted device and computer readable medium
CN110471066A (en) * 2019-07-25 2019-11-19 东软睿驰汽车技术(沈阳)有限公司 A kind of location determining method and device
CN112447058A (en) * 2019-09-03 2021-03-05 比亚迪股份有限公司 Parking method, parking device, computer equipment and storage medium
CN112447058B (en) * 2019-09-03 2022-09-06 比亚迪股份有限公司 Parking method, parking device, computer equipment and storage medium
CN110562248B (en) * 2019-09-17 2020-09-25 浙江吉利汽车研究院有限公司 Automatic parking system and automatic parking method based on unmanned aerial vehicle
CN110562248A (en) * 2019-09-17 2019-12-13 浙江吉利汽车研究院有限公司 automatic parking system and automatic parking method based on unmanned aerial vehicle
CN110979313A (en) * 2019-12-13 2020-04-10 武汉乐庭软件技术有限公司 Automatic parking positioning method and system based on space map
CN110979313B (en) * 2019-12-13 2021-02-09 武汉乐庭软件技术有限公司 Automatic parking positioning method and system based on space map
CN111824130A (en) * 2020-07-09 2020-10-27 广州小鹏车联网科技有限公司 Parking control method and device, vehicle and storage medium
CN112046469A (en) * 2020-09-29 2020-12-08 上海汽车集团股份有限公司 Automatic parking method, system, server and storage medium
CN112193242A (en) * 2020-10-10 2021-01-08 上海欧菲智能车联科技有限公司 Parking control method, system, device and storage medium
CN112477851A (en) * 2020-11-30 2021-03-12 广州小鹏自动驾驶科技有限公司 Deceleration strip identification method and device, vehicle and readable storage medium
CN115100377A (en) * 2022-07-15 2022-09-23 小米汽车科技有限公司 Map construction method and device, vehicle, readable storage medium and chip
CN115100377B (en) * 2022-07-15 2024-06-11 小米汽车科技有限公司 Map construction method, device, vehicle, readable storage medium and chip

Similar Documents

Publication Publication Date Title
CN108944915A (en) A kind of automatic parking method, system and computer readable storage medium
CN111063202B (en) Intelligent parking management method based on electronic map
CN101844542B (en) Intelligent driving assistant systems
KR102614323B1 (en) Create a 3D map of a scene using passive and active measurements
US10452072B2 (en) Methods and apparatuses for vehicle wading safety
JP3645177B2 (en) Vehicle periphery monitoring device
JP6418332B2 (en) Vehicle position estimation device and vehicle position estimation method
CN104354656B (en) The detection of obstacles of Intelligent parking system and warehouse compartment method of discrimination and realize system
KR102114759B1 (en) Method and apparatus for improved data fusion when detecting surrounding environment in a car
CN108482366A (en) Valet parking system and method based on Vehicular automatic driving
CN108932869A (en) Vehicular system, information of vehicles processing method, recording medium, traffic system, infrastructure system and information processing method
CN110945578B (en) Vehicle-mounted processing device
CN108305475A (en) A kind of traffic lights recognition methods and device
CN108944914A (en) Parking toll device and method
CN107449434A (en) Safety vehicle navigation is carried out using Positioning estimation error boundary
CN104097633A (en) Active park assist object detection
CN109754639A (en) It parks storage method and device
CN111746504A (en) Memory parking method, system, device and computer readable storage medium
WO2019210599A1 (en) Parking space identification method and parking method
CN106627565B (en) One kind is parked method and mobile unit
CN112776797A (en) Original parking space parking establishment method and system, vehicle and storage medium
CN110211420A (en) Judge current scene whether be parking lot method, system and computer readable storage medium
CN108154472A (en) Merge the parking position visible detection method and system of navigation information
CN112771591B (en) Method for evaluating the influence of an object in the environment of a vehicle on the driving maneuver of the vehicle
CN110293965A (en) Method of parking and control device, mobile unit and computer-readable medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20181207