CN110047327A - The method parked based on vehicle parking time guidance vehicle subregion - Google Patents

The method parked based on vehicle parking time guidance vehicle subregion Download PDF

Info

Publication number
CN110047327A
CN110047327A CN201910430423.XA CN201910430423A CN110047327A CN 110047327 A CN110047327 A CN 110047327A CN 201910430423 A CN201910430423 A CN 201910430423A CN 110047327 A CN110047327 A CN 110047327A
Authority
CN
China
Prior art keywords
parking
vehicle
time
stall
long
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
CN201910430423.XA
Other languages
Chinese (zh)
Inventor
蒋贤才
姚丽
尚庆鹏
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.)
Harbin Institute of Technology
Original Assignee
Harbin Institute 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 Harbin Institute of Technology filed Critical Harbin Institute of Technology
Priority to CN201910430423.XA priority Critical patent/CN110047327A/en
Publication of CN110047327A publication Critical patent/CN110047327A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/14Traffic control systems for road vehicles indicating individual free spaces in parking areas
    • G08G1/141Traffic control systems for road vehicles indicating individual free spaces in parking areas with means giving the indication of available parking spaces
    • G08G1/142Traffic control systems for road vehicles indicating individual free spaces in parking areas with means giving the indication of available parking spaces external to the vehicles

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)

Abstract

Based on the method that vehicle parking time guidance vehicle subregion is parked, the present invention relates to the methods that vehicle subregion is parked.The problem of the purpose of the present invention is to solve existing Parking resource scarcity, drivers to find parking stall difficulty, leads to the utilization efficiency and vehicle parking low efficiency of parking lot space resource.The method process parked based on vehicle parking time guidance vehicle subregion are as follows: step 1: Parking position information publication;Step 2: vehicle parking time acquisition;Step 3: the vehicle parking time acquired based on step 1 Parking position information and step 2, differentiate vehicle parking region;Step 4: the vehicle parking region differentiated based on step 3 calculates target parking position;Step 5: the target parking position determined based on step 4 plans optimal parking path;Step 6: parking position information of park is updated.The present invention is used for vehicle subregion Park a Domain.

Description

The method parked based on vehicle parking time guidance vehicle subregion
Technical field
The present invention relates to the methods that vehicle subregion is parked.
Background technique
With being continuously increased for China's car ownership, resulting parking demand is also constantly increasing.It is domestic at present There is parking supply and the unbalanced phenomenon of parking demand in most parking lots, cause a large amount of parking demands that cannot expire Foot.And the space in parking lot more than one third has been used as public passage, and the utilization efficiency of parking space resource is caused not have It brings into play.
In addition, existing parking enterprise schema is that driver independently selects parking position, it is convenient, convenient for original substantially with it Then.The randomness of this parking position Land use systems, can generate some drawbacks: when free parking space is few in parking lot, parking Person, which need to take a long time, finds parking stall, causes the time to waste and increase around row distance, and may generate in public passage Traffic congestion, inefficiency of stopping.
Summary of the invention
The purpose of the present invention is to solve existing Parking resource scarcity, drivers to find parking stall difficulty, leads The problem of causing the utilization efficiency and vehicle parking low efficiency of parking lot space resource, and propose to be based on vehicle parking time guide car The method that subregion is parked.
The method detailed process parked based on vehicle parking time guidance vehicle subregion are as follows:
Step 1: Parking position information publication;
Step 2: vehicle parking time acquisition;
Step 3: the vehicle parking time acquired based on step 1 Parking position information and step 2, differentiate vehicle Parking area;
Step 4: the vehicle parking region differentiated based on step 3 calculates target parking position;
Step 5: the target parking position determined based on step 4 plans optimal parking path;
Step 6: parking position information of park is updated.
The invention has the benefit that
The present invention proposes basis to solve the problems, such as the utilization efficiency and vehicle parking low efficiency of parking lot space resource The method of public passage space temporary parking when vehicle parking arrangement of time vehicle subregion is parked and utilizes long in parking area, To improve the utilization efficiency and vehicle parking efficiency of parking lot space resource.
The present invention is additionally arranged temporary parking position when long in the public passage of parking area, can increase by 5%~8% and stop Parking stall divides Parking position using the vehicle parking time, parks vehicle subregion, and utilizes communication network and real time monitoring Equipment externally issues vacant parking space information in parking lot in real time, while planning optimal parking position and parking route for user, It can be improved 12%~15% using this method parking lot vehicle parking efficiency, and the parking for saving user 40% or so is detoured Time.
Detailed description of the invention
Fig. 1 is Parking region division schematic diagram of the invention;
Fig. 2 be the present invention in short-term, it is middle long when parking area parking stall select exemplary diagram;
Fig. 3 is that parking area parking stall selects exemplary diagram when the present invention is long;
Fig. 4 is that temporary storage region of the present invention parking stall selects exemplary diagram.
Specific embodiment
Specific embodiment 1: the specific mistake of method that present embodiment is parked based on vehicle parking time guidance vehicle subregion Journey are as follows:
Step 1: Parking position information publication;
Step 2: vehicle parking time acquisition;
Step 3: the vehicle parking time acquired based on step 1 Parking position information and step 2, differentiate vehicle Parking area;
Step 4: the vehicle parking region differentiated based on step 3 calculates target parking position;
Step 5: the target parking position determined based on step 4 plans optimal parking path;
Step 6: parking position information of park is updated.
Specific embodiment 2: the present embodiment is different from the first embodiment in that, parking lot in the step 1 Parking space information publication;Detailed process are as follows:
Parking information monitoring system (monitor and communication network), real-time monitoring Parking pool are installed in parking lot Position layout, parking area division, vehicle parking situation, parking stall occupancy situation, vehicle stop the angle of incidence, the vehicle parking time, stop The information such as vehicle license plate, temporary parking position and fixed parking stall contrast relationship are put, and information real-time Transmission is believed to parking position Cease database;
According to the utilization obstacle on parking stall in the parking lot of parking position information database record, in over-the-counter parking space information Electronic display issues remaining parking space number;If there is remaining parking stall, Entrance of opening to the outside world;If without remaining parking stall, Then close Entrance;
Pass through parking information detection system real-time update parking space information electronic display;
Parking space information electronic display screen displays Parking berth layout, parking area division, vehicle parking situation, Parking stall occupancy situation, vehicle stop the angle of incidence, vehicle parking time, the license plate that parks cars, temporary parking position and fixed parking stall The information such as contrast relationship.
Other steps and parameter are same as the specific embodiment one.
Specific embodiment 3: the present embodiment is different from the first and the second embodiment in that, vehicle in the step 2 The acquisition of storage period;Detailed process are as follows:
Entrance install Car license recognition instrument and vehicle parking time acquisition device (side hanging is mounted on the outside of sentry box, Driver manually selects formula typing), acquisition drives into time, license board information and is expected storage period (driver oneself fills in), and The data are transmitted to target parking position decision system.
Other steps and parameter are the same as one or two specific embodiments.
Specific embodiment 4: unlike one of present embodiment and specific embodiment one to three, the step 3 In vehicle parking time for being acquired based on step 1 Parking position information and step 2, differentiate vehicle parking region;Specifically Process are as follows:
Parking position is divided three regions according to the expected storage period length of vehicle by target parking position decision system:
When being 0~6h between when the vehicle is parked, parking area in short-term is chosen;
Between when the vehicle is parked for 7~for 24 hours when, parking area when long in selection;
When being above for 24 hours between when the vehicle is parked, parking area when choosing long;
Temporary parking position is arranged in public passage side when long in parking area, and the set-up mode of temporary parking position is vertical Directly in fixed parking stall, and establish temporary parking position and it is long when the fixed parking stall of parking area relationship table, it is each interim Parking stall corresponds to three fixed parking stalls;
Parking area configures removable parking device when long, when the vehicle on temporary parking position blocks on fixed parking stall When vehicles while passing, removable parking device is controlled by parking attendant, the vehicle on temporary parking position is moved in realization, Passage space is conceded for vehicles while passing on fixed parking stall, is set back again later;Fixed parking when long in parking area There is vehicle to sail out of in position, when generating vacant parking stall, movable fixture is controlled by parking attendant, by the vehicle of temporary parking position Stop in fixed parking stall, concede passage space, number is moved in reduction.Due in short-term, it is middle long when parking area vehicle enter and leave Frequently, it is contemplated that the fewer the mobile number of vehicle the better on temporary parking position, therefore in short-term, it is middle long when parking area it is public Channel is not provided with temporary parking position;
Target parking position decision system differentiates the area that the vehicle should be parked according to the vehicle received the expected storage period Domain, and detect whether the region has remaining parking stall, if there is remaining parking stall, it is parked in the region;If without remaining parking stall, According to the preferential differentiation logic of target parking position decision system, final vehicle parking region is determined;
Other steps and parameter are identical as one of specific embodiment one to three.
Specific embodiment 5: the target is stopped unlike one of present embodiment and specific embodiment one to four The preferential differentiation logic of parking stall decision system are as follows:
Construct target parking position decision system: expection storage period and affiliated parking area of the acquisition into vehicle, and sentence Whether the region of breaking has and can park remaining parking stall, judges whether other regions have according to priority if the region is without remaining parking stall Remaining parking stall can be parked, is vehicle selected target parking stall according to time of departure phase approximately principle after determining parking area.
If 1) vehicle should be parked in parking area in short-term, parking area does not have vacant parking stall in short-term, in short-term parking area When parking stall is not able to satisfy parking demand, parking area is shifted when preferential Xiang Zhongchang, secondly to it is long when parking area shift, finally Just to it is long when parking area in the temporary parking bit transition of public passage side is set;Expression are as follows:
In the parking method for organizing, the selection in vehicle parking region need to consider parking area time limit utilization rate, parking stall Park cars turnover rate, vehicle parking meets the requirement such as parking area time limit as far as possible, it is expected that parking area time limit utilization rate, stopping The parking stall turnover rate that parks cars is the bigger the better, and vehicle parking is the smaller the better beyond the time limit, therefore the vehicle of different storage periods exists It selects to be selected according to priority when parking area.
0~6h considers that parking area time limit utilization efficiency is maximum:
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, η is parking area time limit utilization efficiency;T is current vehicle expected storage period, h;T1、T2、T3、T4It is short When, it is middle long when, it is long when parking area, it is long when parking area the temporary storage region storage period of public passage side is set most Big value, unit h;N1、N2、N3、N4For in short-term, it is middle long when, it is long when parking area, it is long when parking area be arranged in public passage Whether the temporary storage region of side has vacant parking stall judgment value, and having vacant parking stall duration is 1, and no vacant parking stall duration is 0;ρ is the probability for needing to move vehicle because of expected storage period fluctuation;
If 2) the parking area when vehicle should be parked in middle long, parking area does not have vacant parking stall when middle long, stops when middle long Region parking stall is put not to be able to satisfy when parking demand, preferentially to it is long when parking area shift, secondly shifted to parking area in short-term, Finally just to it is long when parking area in the temporary parking bit transition of public passage side is set;Expression are as follows:
In the parking method for organizing, the selection in vehicle parking region need to consider parking area time limit utilization rate, parking stall Park cars turnover rate, vehicle parking meets the requirement such as parking area time limit as far as possible, it is expected that parking area time limit utilization rate, stopping The parking stall turnover rate that parks cars is the bigger the better, and vehicle parking is the smaller the better beyond the time limit, therefore the vehicle of different storage periods exists It selects to be selected according to priority when parking area.
7~for 24 hours, consider parking area parking stall park cars turnover rate maximum:
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, β is that parking area parking stall parks cars turnover rate;Other alphabetical meanings are same as above.
If 3) the parking area when vehicle should be parked in long, parking area does not have vacant parking stall when long, parking area when long Parking stall is not able to satisfy when parking demand, and parking area shifts when preferential Xiang Zhongchang, is secondly shifted to parking area in short-term, finally Just to it is long when parking area in the temporary parking bit transition of public passage side is set;Expression are as follows:
In the parking method for organizing, the selection in vehicle parking region need to consider parking area time limit utilization rate, parking stall Park cars turnover rate, vehicle parking meets the requirement such as parking area time limit as far as possible, it is expected that parking area time limit utilization rate, stopping The parking stall turnover rate that parks cars is the bigger the better, and vehicle parking is the smaller the better beyond the time limit, therefore the vehicle of different storage periods exists It selects to be selected according to priority when parking area.
More than for 24 hours, consideration parks cars minimum beyond parking area Parking Time Limit:
Min Z=(t-T1)×N1+(t-T2)×N2+(t-T3)×N3+(t-T4)×N4×(1-ρ)N1+N2+N3+N4=1,
N1,N2,N3,N4∈{0,1}
In formula, parking area storage period maximum value when Z is long, unit h;
Other alphabetical meanings are same as above.
Other steps and parameter are identical as one of specific embodiment one to four.
Specific embodiment 6: unlike one of present embodiment and specific embodiment one to five, it is described because of expection The probability ρ value that vehicle was fluctuated and needed to move to storage period is ρ≤0.2.
Other steps and parameter are identical as one of specific embodiment one to five.
Specific embodiment 7: unlike one of present embodiment and specific embodiment one to six, the step 4 In based on step 3 differentiate vehicle parking region, calculate target parking position;Detailed process are as follows:
After determining parking area, according to time of departure phase approximately principle, calculates the best of remaining parking stall in the region and park position It sets, and sends data to parking path planning system;
(1) in short-term, it is middle long when parking area target parking position and its adjacent parking stall the vehicle parking time should meet it is following Condition:
|ti-ti-1|≤λ, and | ti-ti+1|≤λ,1≤i≤N
If the i value for meeting condition there are n, take
min{Ti'=min | ti-ti-1|,|ti-ti+1|, 1≤i≤n, 1≤n≤N
If the i value without the condition that meets, takes
min{Ti'=min | ti-ti-1|,|ti-ti+1|}},1≤i≤N
In formula, tiFor the vehicle expected time of departure on i-th of vacant parking stall, that is, when driving into the expection of vehicle and sailing out of Between;ti+1、ti-1For the vehicle expected time of departure on adjacent two parking stall in i-th of vacant parking stall;When λ sails out of for adjacent stalls Between difference threshold value;N is vacant parking space number;Ti' adjacent thereto stopped for the vehicle expected time of departure on vacant parking stall Put the minimum value of the vehicle time of departure difference on vehicle parking stall.
Obtain target parking position;
(2) parking area is because being provided with temporary parking position when long, and each temporary parking position corresponds to three fixed parkings Position is in the relatively target parking position parking stall time of departure adjacent thereto so three, the parking stall of parking area is one group when long It is not no when meeting phase approximately principle, it should carry out in group relatively.
Assuming that thering is M group to have vacant parking stall in the Q group parking stall of parking area when long, it is assumed that the target of parking area when long Parking stall is located at jth group, and the corresponding parking position number of jth group is respectively i, i+1, i+2, then in jth group adjacent parking stall vehicle Storage period should meet the following conditions:
When i is vacant parking stall, need to meet:
|ti-ti+1|≤λ,|ti-ti+2|≤λ
When i+1 is vacant parking stall, need to meet:
|ti+1-ti|≤λ,|ti+1-ti+2|≤λ
When i+2 is vacant parking stall, need to meet:
|ti+2-ti+1|≤λ,|ti+2-ti|≤λ
When the number of the j for the condition that meets is m (1≤m≤M), the j for the condition that meets is divided into three classes, by vacant parking stall Number is that i divides the first kind into group, and vacant parking stall is numbered in group and divides the second class into for i+1, by vacant parking stall Number is that i+2 divides third class into group;
It is taken in the first kind
X1=min | ti-ti+1|,|ti-ti+2|}
It is taken in the second class
X2=min | ti+1-ti|,|ti+1-ti+2|}
It is taken in third class
X3=min | ti+2-ti|,|ti+2-ti+1|}
It is final to choose
X=min { X1,X2,X3}
X in formula1、X2、X3It is sailed with interior other parking stalls expection is organized on the hollow remaining parking stall in respectively the first, second and third class parking stall From time difference minimum value;X is the expected time of departure difference minimum value in other parking stalls in vacant parking stall and group;
Parking area jth group when j corresponding to X at this time, i.e. target parking position are located at long;
When without the j for the condition that meets, according to the above method, M group parking stall is divided into three classes, takes three classes parking stall hollow respectively Remaining parking stall and the expection time of departure difference minimum value for organizing other interior parking stalls, and selected again from three minimum time differences It is minimized;The jth group of parking area when j corresponding to minimum value at this time, i.e. target parking position are located at long;
Obtain target parking position;
(3) parking stall that public passage side is arranged in when long in parking area is temporarily arranged, each temporary parking The position of position all corresponds to three fixed parking stalls, sails out of, is parked in interim not influence parking cars on fixed parking stall It is as follows that the vehicle time of departure on parking stall need to meet condition:
t′i≤min{t′i1,t′i2,t′i3| i '=1,2 ..., N }-τ
In formula, t 'iFor the vehicle expected time of departure on the i-th ' a vacant temporary parking position, that is, the expection for driving into vehicle is sailed From the time;t′i1、t′i2、t′i3For the expection time of departure to park cars on the corresponding three fixed parking stalls in temporary parking position;τ For expected time of departure undulating value;
Since temporary parking position is arranged in public passage region, in order to not influence the use on original parking stall, interim The parking stall parked vehicle time of departure should be less than the minimum time of departure on its corresponding vertical parking stall;Simultaneously as pre- Time of departure phase is an estimated time, and in order to reduce the movement of temporary parking position, expected time of departure undulating value τ is arranged;
Obtain target parking position.
Other steps and parameter are identical as one of specific embodiment one to six.
It is described adjacent to stop specific embodiment 8: unlike one of present embodiment and specific embodiment one to seven The threshold value λ of parking stall time of departure difference takes 0.5h.
Other steps and parameter are identical as one of specific embodiment one to seven.
Specific embodiment 9: the expection is sailed unlike one of present embodiment and specific embodiment one to eight It is 1h from time fluctuation value τ value.
Other steps and parameter are identical as one of specific embodiment one to eight.
Specific embodiment 10: unlike one of present embodiment and specific embodiment one to nine, the step 5 In based on step 4 determine target parking position, plan optimal parking path;Detailed process are as follows:
After determining target parking position, parking path planning system will be according to parking position position, public passage inside Layout situation is that driver plans travel route using critical path method (CPM).
Other steps and parameter are identical as one of specific embodiment one to nine.
Specific embodiment 11: unlike one of present embodiment and specific embodiment one to ten, the step Parking position information of park updates in six;Detailed process are as follows:
When driving into vehicle parking completion or thering is vehicle to sail out of, by collected parking stall license board information, parking bit occupancy feelings Condition sends parking position information database to, realizes the reality of parking position utilization obstacle and over-the-counter parking space information electronic display Shi Gengxin enters parking system calculating target parking position for next vehicle and provides latest data.
Other steps and parameter are identical as one of specific embodiment one to ten.
Beneficial effects of the present invention are verified using following embodiment:
Embodiment one:
The present embodiment is specifically to be prepared according to the following steps:
In conjunction with attached drawing, the parking position of consideration vehicle parking time of the present invention utilizes method, including divides parking Region, building parking information monitoring system, building parking position information database, building target parking position decision system, building Parking path planning system, specific as follows:
A, it divides parking area: Parking position being divided by three regions according to vehicle parking length of time: being stopped in short-term Put region (0~6h), it is middle long when parking area (7~for 24 hours), it is long when parking area (more than for 24 hours), when long in parking area Public passage side is arranged temporary parking position, and the set-up mode of temporary parking position is and to establish interim perpendicular to fixed parking stall Parking stall and fixed parking stall relationship table, the corresponding three fixed parking stalls in each temporary parking position.Correspondence is parked when long Region configures removable parking device and is managed when the vehicle on temporary parking position blocks normal berth vehicles while passing by parking lot Reason person controls removable parking device, and the vehicle on temporary parking position is moved in realization, concedes for other vehicles while passing logical Row space, sets back again later;There is vehicle to sail out of in fixation parking stall when long in parking area, generates vacant parking stall When, movable fixture is controlled by parking attendant, the vehicle of temporary parking position is stopped in fixed parking stall, concedes current sky Between, number is moved in reduction.Due in short-term, it is middle long when parking area vehicle enter and leave it is frequent, it is contemplated that vehicle on temporary parking position The fewer mobile number the better, thus in short-term, it is middle long when parking area public passage be not provided with temporary parking position.
B, it constructs parking information detection system: detector and communication network, real-time detection parking stall is installed in parking lot Remaining situation and a license board information of having stopped, and give information real-time Transmission to parking position information database.
C, it constructs parking position information database: establishing parking space information electronic display diagram, can show that Parking is moored The information such as position layout, parking area division, vehicle parking situation, and the parking stall obtained in real time by parking information detection system Multidate information and collected vehicle parking information, real-time update parking space information electronic display diagram can be inquired comprising parking Bit occupancy situation, vehicle stop the angle of incidence, vehicle parking time, vehicle expected time of departure, the license plate that parks cars, temporary parking position With the information such as fixed parking stall contrast relationship.
D, target parking position decision system is constructed: storage period and affiliated parking area of the acquisition into vehicle, and judge Whether the region, which has, can park remaining parking stall, and judging whether other regions have according to priority if the region is without remaining parking stall can Remaining parking stall is parked, is vehicle selected target parking stall according to time of departure phase approximately principle after determining parking area.Wherein, short When parking area parking stall when not being able to satisfy parking demand, parking area shifts when preferential Xiang Zhongchang, secondly to it is long when diamond Domain transfer, finally just to it is long when parking area in the temporary parking bit transition of public passage side is set;Diamond when middle long Domain parking stall is not able to satisfy when parking demand, preferentially to it is long when parking area shift, secondly shifted to parking area in short-term, finally Just to it is long when parking area in the temporary parking bit transition of public passage side is set;Parking area parking stall cannot expire when long Foot is when parking demand, and parking area shifts when preferential Xiang Zhongchang, secondly shifts to parking area in short-term, finally just to it is long when park The temporary parking bit transition of public passage side is set in region.
E, it constructs parking path planning system: shortest path first's method is taken according to inner part of parking lot public passage layout Plan that optimal driving path reaches target parking position for driver.
The method parked based on vehicle parking time guidance vehicle subregion, steps are as follows:
Step 1: parking lot remaining information publication
According to the utilization obstacle in Parking berth, remaining parking position number is issued in over-the-counter parking guidance screen;If There is remaining parking stall, Entrance of opening to the outside world;If closing Entrance without remaining parking stall.
Step 2: vehicle parking time acquisition
Entrance install Car license recognition instrument and vehicle parking time acquisition device (side hanging is mounted on the outside of sentry box, Driver manually selects formula typing), time, license board information and expected storage period are driven into acquisition, and the data are transmitted to mesh Mark parking stall decision system;
Step 3: differentiate vehicle parking region
According to the vehicle parking time and data information received, system differentiates the region that the vehicle should be parked, and detecting should Does is there remaining parking stall in region? if there is remaining parking stall, it is parked in the region;If being stopped without remaining parking stall according to target The preferential differentiation logic of parking stall decision system determines and final stops region.
In the parking method for organizing, the selection in vehicle parking region need to consider parking area time limit utilization rate, parking stall Park cars turnover rate, vehicle parking meets the requirement such as parking area time limit as far as possible, it is expected that parking area time limit utilization rate, stopping The parking stall turnover rate that parks cars is the bigger the better, and vehicle parking is the smaller the better beyond the time limit, therefore the vehicle of different storage periods exists It selects to be selected according to priority when parking area.
The priority discrimination of the vehicle selection parking area of different storage periods is as follows:
(1) 0~6h considers that parking area time limit utilization efficiency is maximum:
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, η is parking area time limit utilization efficiency;T is current vehicle expected storage period, h;T1、T2、T3、T4It is short When, it is middle long when, it is long when parking area, it is long when parking area the temporary storage region storage period of public passage side is set most Big value, h;N1、N2、N3、N4For in short-term, it is middle long when, it is long when parking area, it is long when parking area public passage side is set Whether temporary storage region has vacant parking stall judgment value, its value is 1 when having vacant parking stall, its value is 0 when no vacant parking stall; ρ is the probability for needing to move vehicle because of expected storage period fluctuation, ρ≤0.2.
(2) 7~for 24 hours, consider parking area parking stall park cars turnover rate maximum:
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, β is that parking area parking stall parks cars turnover rate;
Other alphabetical meanings are same as above.
(3) more than for 24 hours, consideration parks cars minimum beyond parking area Parking Time Limit:
MinZ=(t-T1)×N1+(t-T2)×N2+(t-T3)×N3+(t-T4)×N4×(1-ρ)
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, parking area storage period maximum value when Z is long, h;
Other alphabetical meanings are same as above.
Assuming that collected vehicle expected downtime is 5h, differentiate that the calculating in vehicle parking region is as follows at this time:
If parking area has vacant parking stall in short-term,When it is maximum, vehicle parking exists Parking area in short-term;If parking area is without vacant parking stall in short-term,Maximum, vehicle Parking area when being parked in middle long;If in short-term parking area, it is middle long when parking area in all without vacant parking stall,Maximum, vehicle parking parking area when long;If being set in parking area when only long Set in the temporary parking position of public passage side have it is vacant,Maximum, vehicle The temporary parking position region of public passage side is set in parking area when being parked in long.
Step 4: target parking position is calculated
After determining parking area, according to time of departure phase approximately principle, calculates the best of remaining parking stall in the region and park position It sets, and sends data to parking path planning system.
(1) in short-term, it is middle long when parking area target parking position and its adjacent parking stall the vehicle parking time should meet it is following Condition:
|ti-ti-1|≤λ, and | ti-ti+1|≤λ,1≤i≤N
If the i value for meeting condition there are n, take
min{Ti'=min | ti-ti-1|,|ti-ti+1|}},1≤i≤n,1≤n≤N
If the i value without the condition that meets, takes
min{Ti'=min | ti-ti-1|,|ti-ti+1|}},1≤i≤N
In formula, tiFor the vehicle expected time of departure on i-th of vacant parking stall, that is, when driving into the expection of vehicle and sailing out of Between;ti+1、ti-1For the vehicle expected time of departure on adjacent two parking stall in i-th of vacant parking stall;When λ sails out of for adjacent stalls Between difference threshold value, value 0.5h;N is vacant parking stall number;Ti' on vacant parking stall the vehicle expected time of departure and its phase The minimum value for the vehicle time of departure difference that neighbour has parked cars on parking stall.
Assuming that the collected affiliated parking area of vehicle expected downtime is parking area in short-term, vacant vehicle in region Number is 3, vacant parking stall and an adjacent position distribution stopped and its expected time of departure distribution are as follows: the vacancy 12:00 113: The 20 vacancy vacancy 214:10 314:00.The expection time of departure for driving into vehicle is 13:50.
N=3 at this time, i value are 1,2,3, calculate separately whether each parking stall meets condition.
As i=1:
| 13:50-12:00 |=1.83h >=0.5h, | 13:50-13:20 |=0.5h≤0.5h
As i=2:
| 13:50-13:20 |=0.5h≤0.5h, | 13:50-14:10 |=0.33h≤0.5h
As i=3:
| 13:50-14:10 |=0.33h≤0.5h, | 13:50-14:00 |=0.17h≤0.5h
By can be calculated, when i=2,3, meets condition.N=2 at this time takes
min{T1'=min { 0.5h, 0.33h }, T2=min { 0.33h, 0.17h } }
It can obtain, target parking position is vacant parking stall 3.
(2) parking area is because being provided with temporary parking position when long, and each temporary parking position corresponds to three fixed parkings Position is in the relatively target parking position parking stall time of departure adjacent thereto so three, the parking stall of parking area is one group when long It is not no when meeting phase approximately principle, it should carry out in group relatively.Assuming that the target parking position of parking area is located at jth group when long, it is corresponding Parking position number is respectively i, i+1, i+2, then the vehicle parking time of adjacent parking stall should meet the following conditions:
When i is vacant parking stall, need to meet:
|ti-ti+1|≤λ,|ti-ti+2|≤λ
When i+1 is vacant parking stall, need to meet:
|ti+1-ti|≤λ,|ti+1-ti+2|≤λ
When i+2 is vacant parking stall, need to meet:
|ti+2-ti+1|≤λ,|ti+2-ti|≤λ
When the number of the j for the condition that meets is m (1≤m≤M), the j for the condition that meets is divided into three classes, by vacant parking stall Number is that i divides the first kind into group, and vacant parking stall is numbered in group and divides the second class into for i+1, by vacant parking stall Number is that i+2 divides third class into group;
It is taken in the first kind
X1=min | ti-ti+1|,|ti-ti+2|}
It is taken in the second class
X2=min | ti+1-ti|,|ti+1-ti+2}
It is taken in third class
X3=min | ti+2-ti|,|ti+2-ti+1|}
It is final to choose
X=min { X1,X2,X3}
X in formula1、X2、X3It is sailed with interior other parking stalls expection is organized on the hollow remaining parking stall in respectively the first, second and third class parking stall From time difference minimum value;X is the expected time of departure difference minimum value in other parking stalls in vacant parking stall and group;
Parking area jth group when j corresponding to X at this time, i.e. target parking position are located at long;
When without the j for the condition that meets, according to the above method, M group parking stall is divided into three classes, takes three classes parking stall hollow respectively Remaining parking stall and the expection time of departure difference minimum value for organizing other interior parking stalls, and selected again from three minimum time differences It is minimized;The jth group of parking area when j corresponding to minimum value at this time, i.e. target parking position are located at long;
Obtain target parking position;
Assuming that collected vehicle expected downtime is 30h, parking area when vehicle parking region is long is differentiated.It is affiliated Vacant parking stall and an adjacent position distribution stopped and its expected time of departure distribution in parking area are as follows: tomorrow 12:50, Vacancy 1,13:40 tomorrow, 18:20 tomorrow, 19:00 tomorrow, vacancy 2, vacancy 3,18:20 tomorrow, 21:30 tomorrow.Drive into vehicle The expection time of departure be 17:30 tomorrow.Fixed parking stall is divided into 3 groups, j=1,2,3.
As j=1, i+1 is vacant parking stall,
| 17:30-12:50 |=4.67h >=0.5h, | 17:30-13:40 |=3.83h >=0.5h
As j=2, i+2 is vacant parking stall,
| 17:30-18:20 |=0.83h >=0.5h, | 17:30-19:00 |=1.5h >=0.5h
As j=3, i is vacant parking stall,
| 17:30-18:20 |=0.83h >=0.5h, | 17:30-21:30 |=4h >=0.5h
The j value for not meeting condition by can be calculated, takes at this time
X=min { X1=min { 4.67h, 3.83h }, X2=min { 0.83h, 1.5h }, X3=min { 0.83h, 4h } }
At this point, target parking position is located in the 2nd group of parking stall, on the parking stall i+2.
(3) parking stall that public passage side is arranged in when long in parking area is temporarily arranged, each temporary parking The position of position all corresponds to three fixed parking stalls, sails out of, is parked in interim not influence parking cars on fixed parking stall It is as follows that the vehicle time of departure on parking stall need to meet condition:
t′i≤min{t′i1,t′i2,t′i3| i=1,2 ..., N }-τ
In formula, t 'iFor the vehicle expected time of departure on i-th of vacant temporary parking position, that is, the expection for driving into vehicle is sailed From the time;t′i1、t′i2、t′i3For the expection time of departure to park cars on the corresponding three fixed parking stalls in temporary parking position;τ For expected time of departure undulating value.
Since temporary parking position is arranged in public passage region, in order to not influence the use on original parking stall, interim The parking stall parked vehicle time of departure should be less than the minimum time of departure on its corresponding vertical parking stall;Simultaneously as pre- Time of departure phase is an estimated time, in order to reduce the movement of temporary parking position, expected time of departure undulating value τ is arranged, τ takes Value is about 1h.
Assuming that collected vehicle expected downtime is 5h, differentiate that parking area setting exists when vehicle parking region is long The temporary parking position of public passage side.The temporary parking position being arranged in affiliated parking area is 3, and temporary parking position is corresponding It has stopped on fixed parking stall and its expected time of departure distribution are as follows: 12:50,12:20,13:40,16:20,18:20,17: 50,18:10,18:20,21:30.The expection time of departure for driving into vehicle is 16:50.
It can be calculated:
16:50≥min{12:50,12:20,13:40}-01:00
16:50≥min{16:20,18:20,17:50}-01:00
16:50≤min{18:10,18:20,21:30}-01:00
At this point, target parking position is third temporary parking position.
Step 5: optimal parking path is planned
After determining target parking position, parking path planning system will be according to parking position position, public passage inside Layout situation is that driver plans travel route using critical path method (CPM).
Step 6: parking position information of park updates
When driving into vehicle parking completion or thering is vehicle to sail out of, by collected parking stall license board information, parking bit occupancy feelings Condition sends parking position information database to, realizes parking position utilization obstacle and over-the-counter parking guidance screen residue parking position number The real-time update of amount enters parking system calculating target parking position for next vehicle and provides latest data.
The present invention can also have other various embodiments, without deviating from the spirit and substance of the present invention, this field Technical staff makes various corresponding changes and modifications in accordance with the present invention, but these corresponding changes and modifications all should belong to The protection scope of the appended claims of the present invention.

Claims (11)

1. the method parked based on vehicle parking time guidance vehicle subregion, it is characterised in that: the method detailed process are as follows:
Step 1: Parking position information publication;
Step 2: vehicle parking time acquisition;
Step 3: the vehicle parking time acquired based on step 1 Parking position information and step 2, differentiate vehicle parking Region;
Step 4: the vehicle parking region differentiated based on step 3 calculates target parking position;
Step 5: the target parking position determined based on step 4 plans optimal parking path;
Step 6: parking position information of park is updated.
2. the method parked according to claim 1 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described Parking position information is issued in step 1;Detailed process are as follows:
Parking information is installed in parking lot and monitors system, real-time monitoring Parking berth layout, parking area division, vehicle Park situation, parking stall occupancy situation, vehicle stop the angle of incidence, the vehicle parking time, the license plate that parks cars, temporary parking position with Fixed parking stall contrast relationship information, and give information real-time Transmission to parking position information database;
According to the utilization obstacle on parking stall in the parking lot of parking position information database record, in over-the-counter parking space information electronics Display screen issues remaining parking space number;If there is remaining parking stall, Entrance of opening to the outside world;If being closed without remaining parking stall Close Entrance;
Parking space information electronic display screen displays Parking berth layout, parking area division, vehicle parking situation, parking Bit occupancy situation, vehicle stop the angle of incidence, vehicle parking time, the license plate that parks cars, temporary parking position and compare with parking stall is fixed Relation information.
3. the method parked according to claim 2 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described The vehicle parking time acquires in step 2;Detailed process are as follows:
Car license recognition instrument and vehicle parking time acquisition device be installed in Entrance, acquisition drive into the time, license board information and It is expected that the storage period.
4. the method parked according to claim 3 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described The vehicle parking time acquired in step 3 based on step 1 Parking position information and step 2, differentiate vehicle parking area Domain;Detailed process are as follows:
Parking position is divided into three regions according to the vehicle expected storage period:
When being 0~6h between when the vehicle is parked, parking area in short-term is chosen;
Between when the vehicle is parked for 7~for 24 hours when, parking area when long in selection;
When being above for 24 hours between when the vehicle is parked, parking area when choosing long;
Public passage side when long in parking area is arranged temporary parking position, the set-up mode of temporary parking position be perpendicular to Fixed parking stall, the corresponding three fixed parking stalls in each temporary parking position;
According to the vehicle that the receives expected storage period, differentiate the region that the vehicle should be parked, and detect the region whether have it is surplus Remaining parking stall is parked in the region if there is remaining parking stall;If without remaining parking stall, according to target parking position decision system Preferential differentiation logic, determine final vehicle parking region.
5. the method parked according to claim 4 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described The preferential differentiation logic of target parking position decision system are as follows:
If 1) vehicle should be parked in parking area in short-term, when parking area parking stall is not able to satisfy parking demand in short-term, preferentially to Parking area shifts when middle long, secondly to it is long when parking area shift, finally just to it is long when parking area in setting public logical The temporary parking bit transition of road side;Expression are as follows:
0~6h considers that parking area time limit utilization efficiency is maximum:
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, η is parking area time limit utilization efficiency;T is current vehicle expected storage period, h;T1、T2、T3、T4For in short-term, in When long, parking area when long, it is long when parking area the temporary storage region storage period maximum value of public passage side is set, Unit is h;N1、N2、N3、N4For in short-term, it is middle long when, it is long when parking area, it is long when parking area public passage side is set Whether temporary storage region has vacant parking stall judgment value, and having vacant parking stall duration is 1, and no vacant parking stall duration is 0;ρ is Need to move the probability of vehicle because of expected storage period fluctuation;
If 2) parking area when vehicle should be parked in middle long, when middle long, parking area parking stall is not able to satisfy when parking demand, excellent First to it is long when parking area shift, secondly to parking area in short-term shift, finally just to it is long when parking area in be arranged public The temporary parking bit transition of channel side;Expression are as follows:
7~for 24 hours, consider parking area parking stall park cars turnover rate maximum:
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, β is that parking area parking stall parks cars turnover rate;
If 3) parking area when vehicle should be parked in long, when long, parking area parking stall is not able to satisfy when parking demand, preferentially to Parking area shifts when middle long, secondly shifts to parking area in short-term, finally just to it is long when parking area in setting public logical The temporary parking bit transition of road side;Expression are as follows:
More than for 24 hours, consideration parks cars minimum beyond parking area Parking Time Limit:
MinZ=(t-T1)×N1+(t-T2)×N2+(t-T3)×N3+(t-T4)×N4×(1-ρ)
N1+N2+N3+N4=1, N1,N2,N3,N4∈{0,1}
In formula, parking area storage period maximum value when Z is long, unit h.
6. the method parked according to claim 5 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described Needing to move the probability ρ value of vehicle because of expected storage period fluctuation is ρ≤0.2.
7. the method parked according to claim 6 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described The vehicle parking region differentiated in step 4 based on step 3 calculates target parking position;Detailed process are as follows:
(1) in short-term, it is middle long when parking area target parking position and its vehicle parking time of adjacent parking stall should meet the following conditions:
|ti-ti-1|≤λ, and | ti-ti+1|≤λ,1≤i≤N
If the i value for meeting condition there are n, take
min{Ti'=min | ti-ti-1|,|ti-ti+1|, 1≤i≤n, 1≤n≤N
If the i value without the condition that meets, takes
min{Ti'=min | ti-ti-1|,|ti-ti+1|}},1≤i≤N
In formula, tiFor the vehicle expected time of departure on i-th of vacant parking stall, that is, drive into the expection time of departure of vehicle;ti+1、 ti-1For the vehicle expected time of departure on adjacent two parking stall in i-th of vacant parking stall;λ is adjacent stalls time of departure difference Threshold value;N is vacant parking space number;Ti' on vacant parking stall the vehicle expected time of departure and the adjacent vehicle that parked cars The minimum value of vehicle time of departure difference on position;
Obtain target parking position;
(2) M group has vacant parking stall in the Q group parking stall of parking area when assuming long, it is assumed that the target of parking area when long Parking stall is located at jth group, and the corresponding parking position number of jth group is respectively i, i+1, i+2, then in jth group adjacent parking stall vehicle Storage period should meet the following conditions:
When i is vacant parking stall, need to meet:
|ti-ti+1|≤λ,|ti-ti+2|≤λ
When i+1 is vacant parking stall, need to meet:
|ti+1-ti|≤λ,|ti+1-ti+2|≤λ
When i+2 is vacant parking stall, need to meet:
|ti+2-ti+1|≤λ,|ti+2-ti|≤λ
When the number of the j for the condition that meets is m, the j for the condition that meets is divided into three classes by 1≤m≤M, by vacant parking stall in group Number is that i divides the first kind into, and vacant parking stall is numbered in group and divides the second class into for i+1, by vacant parking stall in group Number is that i+2 divides third class into;
It is taken in the first kind
X1=min | ti-ti+1|,|ti-ti+2|}
It is taken in the second class
X2=min | ti+1-ti|,|ti+1-ti+2|}
It is taken in third class
X3=min | ti+2-ti|,|ti+2-ti+1|}
It is final to choose
X=min { X1,X2,X3}
In formula, X1、X2、X3The hollow remaining parking stall in respectively the first, second and third class parking stall is sailed out of with interior other parking stalls expection is organized Time difference minimum value;X is the expected time of departure difference minimum value in other parking stalls in vacant parking stall and group;
Parking area jth group when j corresponding to X at this time, i.e. target parking position are located at long;
When without the j for the condition that meets, M group parking stall is divided into three classes, is taken in the hollow remaining parking stall in three classes parking stall and group respectively The expection time of departure difference minimum value on other parking stalls, and minimum value is chosen again from three minimum time differences;At this time The jth group of parking area when j corresponding to minimum value, i.e. target parking position are located at long;
Obtain target parking position;
(3) parking stall that public passage side is arranged in when long in parking area is temporarily arranged, each temporary parking position Position all corresponds to three fixed parking stalls, and the vehicle time of departure for being parked in temporary parking position, need to meet condition as follows:
t′i≤min{t′i1,t′i2,t′i3| i '=1,2 ..., N }-τ
In formula, t 'iFor the vehicle expected time of departure on the i-th ' a vacant temporary parking position, that is, when driving into the expection of vehicle and sailing out of Between;t′i1、t′i2、t′i3For the expection time of departure to park cars on the corresponding three fixed parking stalls in temporary parking position;τ is pre- Time of departure phase undulating value;
Obtain target parking position.
8. the method parked according to claim 7 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described The threshold value λ of adjacent stalls time of departure difference takes 0.5h.
9. the method parked according to claim 8 based on vehicle parking time guidance vehicle subregion, it is characterised in that: described It is expected that time of departure undulating value τ value is 1h.
10. the method parked according to claim 9 based on vehicle parking time guidance vehicle subregion, it is characterised in that: institute The target parking position determined in step 5 based on step 4 is stated, plans optimal parking path;Detailed process are as follows:
After determining target parking position, shortest path will be utilized according to parking position position, public passage interior layout situation Method is that driver plans travel route.
11. the method parked according to claim 10 based on vehicle parking time guidance vehicle subregion, it is characterised in that: institute Parking position information of park in step 6 is stated to update;Detailed process are as follows:
When driving into vehicle parking completion or having vehicle to sail out of, collected parking stall license board information, parking stall occupancy situation are passed Parking position information database is given, realizes the real-time update of over-the-counter parking space information electronic display.
CN201910430423.XA 2019-05-22 2019-05-22 The method parked based on vehicle parking time guidance vehicle subregion Pending CN110047327A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910430423.XA CN110047327A (en) 2019-05-22 2019-05-22 The method parked based on vehicle parking time guidance vehicle subregion

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910430423.XA CN110047327A (en) 2019-05-22 2019-05-22 The method parked based on vehicle parking time guidance vehicle subregion

Publications (1)

Publication Number Publication Date
CN110047327A true CN110047327A (en) 2019-07-23

Family

ID=67283118

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910430423.XA Pending CN110047327A (en) 2019-05-22 2019-05-22 The method parked based on vehicle parking time guidance vehicle subregion

Country Status (1)

Country Link
CN (1) CN110047327A (en)

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110444041A (en) * 2019-08-15 2019-11-12 同济大学 A kind of parking lot fine-grained management method based on subregion
CN110555917A (en) * 2019-08-15 2019-12-10 同济大学 Differentiated charging method for parking lot based on RFID technology
CN110930757A (en) * 2019-11-01 2020-03-27 上海迅猛龙汽车电子有限公司 High-density passenger-riding management system and method and ex-warehouse method
CN110956844A (en) * 2019-12-10 2020-04-03 珠海格力电器股份有限公司 Parking lot management method and device and storage medium
CN110952815A (en) * 2019-12-16 2020-04-03 吉林大学 Automatic parking system based on parking robot and operation method thereof
WO2021102799A1 (en) * 2019-11-28 2021-06-03 邱海燕 Parking space allocation system and method
CN113269980A (en) * 2021-05-07 2021-08-17 深圳他米科技有限公司 Hotel parking management method based on artificial intelligence
CN113808287A (en) * 2021-08-21 2021-12-17 深圳市大道至简信息技术有限公司 Management method and system for regional timing and charging of parking lot
CN114944080A (en) * 2021-02-17 2022-08-26 丰田自动车株式会社 Information processing device, vehicle, non-transitory storage medium, and information processing method
CN115131984A (en) * 2022-05-31 2022-09-30 南京邮电大学 Parking assisting method based on parking demand
CN116137108A (en) * 2021-11-18 2023-05-19 沈阳精一智驾科技有限公司 Parking system and parking method based on Internet of vehicles
CN116863748A (en) * 2023-08-29 2023-10-10 成都宜泊信息科技有限公司 AVP intelligent scheduling method and scheduling system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105225306A (en) * 2015-08-26 2016-01-06 广西小草信息产业有限责任公司 A kind of parking lot control method and control system thereof
CN107170286A (en) * 2017-06-23 2017-09-15 深圳市盛路物联通讯技术有限公司 A kind of parking stall management method and system
EP2787495B1 (en) * 2013-04-05 2018-07-11 HERE Global B.V. Method and apparatus for determining parking location based on departure time information
CN108389426A (en) * 2018-04-20 2018-08-10 驭势科技(北京)有限公司 A kind of method and apparatus for controlling vehicle parking
CN109326139A (en) * 2018-10-23 2019-02-12 浙江工业大学 A kind of cell induction parking management method

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2787495B1 (en) * 2013-04-05 2018-07-11 HERE Global B.V. Method and apparatus for determining parking location based on departure time information
CN105225306A (en) * 2015-08-26 2016-01-06 广西小草信息产业有限责任公司 A kind of parking lot control method and control system thereof
CN107170286A (en) * 2017-06-23 2017-09-15 深圳市盛路物联通讯技术有限公司 A kind of parking stall management method and system
CN108389426A (en) * 2018-04-20 2018-08-10 驭势科技(北京)有限公司 A kind of method and apparatus for controlling vehicle parking
CN109326139A (en) * 2018-10-23 2019-02-12 浙江工业大学 A kind of cell induction parking management method

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110555917A (en) * 2019-08-15 2019-12-10 同济大学 Differentiated charging method for parking lot based on RFID technology
CN110444041B (en) * 2019-08-15 2021-07-02 同济大学 Partition-based parking lot refined management method
CN110444041A (en) * 2019-08-15 2019-11-12 同济大学 A kind of parking lot fine-grained management method based on subregion
CN110555917B (en) * 2019-08-15 2021-09-14 同济大学 Differentiated charging method for parking lot based on RFID technology
CN110930757A (en) * 2019-11-01 2020-03-27 上海迅猛龙汽车电子有限公司 High-density passenger-riding management system and method and ex-warehouse method
WO2021102799A1 (en) * 2019-11-28 2021-06-03 邱海燕 Parking space allocation system and method
CN110956844A (en) * 2019-12-10 2020-04-03 珠海格力电器股份有限公司 Parking lot management method and device and storage medium
CN110956844B (en) * 2019-12-10 2021-06-15 珠海格力电器股份有限公司 Parking lot management method and device and storage medium
CN110952815A (en) * 2019-12-16 2020-04-03 吉林大学 Automatic parking system based on parking robot and operation method thereof
CN114944080A (en) * 2021-02-17 2022-08-26 丰田自动车株式会社 Information processing device, vehicle, non-transitory storage medium, and information processing method
CN113269980A (en) * 2021-05-07 2021-08-17 深圳他米科技有限公司 Hotel parking management method based on artificial intelligence
CN113808287A (en) * 2021-08-21 2021-12-17 深圳市大道至简信息技术有限公司 Management method and system for regional timing and charging of parking lot
CN113808287B (en) * 2021-08-21 2023-05-05 深圳市大道至简信息技术有限公司 Method and system for managing regional timing and charging of parking lot
CN116137108A (en) * 2021-11-18 2023-05-19 沈阳精一智驾科技有限公司 Parking system and parking method based on Internet of vehicles
WO2023087487A1 (en) * 2021-11-18 2023-05-25 沈阳精一智驾科技有限公司 Parking system and parking method based on internet of vehicles
CN116137108B (en) * 2021-11-18 2023-12-29 沈阳精一智驾科技有限公司 Parking system and parking method based on Internet of vehicles
CN115131984A (en) * 2022-05-31 2022-09-30 南京邮电大学 Parking assisting method based on parking demand
CN116863748A (en) * 2023-08-29 2023-10-10 成都宜泊信息科技有限公司 AVP intelligent scheduling method and scheduling system
CN116863748B (en) * 2023-08-29 2023-11-28 成都宜泊信息科技有限公司 AVP intelligent scheduling method and scheduling system

Similar Documents

Publication Publication Date Title
CN110047327A (en) The method parked based on vehicle parking time guidance vehicle subregion
CN108364494B (en) Intelligent road traffic management method, system and platform
CN111325981B (en) Intersection traffic flow microscopic control method under intelligent network connection condition
CN104778834B (en) Urban road traffic jam judging method based on vehicle GPS data
CN102436757B (en) Parking space guiding and reverse vehicle searching system and method
CN109191876B (en) Special vehicle traffic guidance system based on Internet of vehicles technology and control method thereof
KR0138884B1 (en) Traffic means controlling apparatus
WO2018171464A1 (en) Method, apparatus and system for planning vehicle speed according to navigation path
CN112349110B (en) Automatic driving special lane inward-outward overtaking system and method for bidirectional 4-10 lane highway
CN107633694A (en) A kind of parking management system of pilotless automobile
CN104680820B (en) Traffic flow car networking system and traffic flow control method based on gradient field
DE102016107788A1 (en) Traffic forecasting system, vehicle-mounted display device, vehicle and traffic prediction method
CN105096653A (en) Parking guidance method and parking guidance system
CN106251696A (en) A kind of parking lot intelligent management server, system, method and UWB position label
CN105608912A (en) City road traffic intelligent control method and city road traffic intelligence control system
CN1936999A (en) City area-traffic cooperative control method based wireless sensor network
TWI585722B (en) Innovated Smart Parking Assistance System and Information System
CN107369335B (en) A kind of reverse vehicle searching system and method based on ultrasonic listening technology
CN106530695B (en) Arterial street vehicle travel time real-time predicting method based on car networking
EP1628276A2 (en) Driver assistance system
CN104392614A (en) Jammed intersection signal timing method and traffic signal lamp control system
CN107610511A (en) A kind of reverse vehicle searching system and method for merging ultrasonic listening and IMAQ
CN107452226A (en) A kind of stop off recommends the method and system of Roadside Parking position
CN204129960U (en) Block up intersection traffic signal lamp control system
CN107230376B (en) Parking management system

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
WD01 Invention patent application deemed withdrawn after publication
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20190723