CN109788438A - A kind of intelligent navigation car networking system based on big data - Google Patents
A kind of intelligent navigation car networking system based on big data Download PDFInfo
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Abstract
The intelligent navigation car networking system based on big data that the invention discloses a kind of, including car-mounted terminal, mobile terminal and server, the car-mounted terminal are connect with mobile terminal, and the mobile terminal is carried out data transmission with server by 4G network.Shared network is provided by mobile terminal, guarantees the timeliness of data, promotes the usage experience of user.The operating procedure of navigation can be simplified according to the actual situation, shorten navigation time, while flow can be saved for user, reduce use cost.The historical navigation information of user is excavated, analyze inhabitation address and the work address of user, under the higher scene of this navigation frequency of use on and off duty, after corresponding when and where opens bluetooth, it can Auto-writing parameter, it is further simplified operating procedure, entire navigation procedure automation promotes usage experience.
Description
Technical field
The present invention relates to navigation car networking systems, and in particular to a kind of intelligent navigation car networking system based on big data.
Background technique
Vehicle mounted guidance cooperates electronic map to carry out using vehicle GPS (global positioning system), it can be conveniently and quasi-
It really tells driver to go to the most short or the fastest path of destination, is the good assistant of driver.Existing vehicle mounted guidance system
System does not usually have network savvy, and map data update frequency is low, and after needing to download by other equipment, is transmitted to vehicle-mounted lead
Boat could complete data update, cumbersome, cause map timeliness poor, while vehicle mounted guidance does not have real-time crossing and reminds
Function, in use also not as good as mobile terminals such as mobile phones in practicability and usage experience, but navigated using mobile terminal
There is also drawback, electric quantity consumption is big when mobile terminal navigates, screen smaller input inconvenience, and when driving, which is not easy to see screen etc. clearly, asks
It is not best solution that topic, which also causes to be navigated using mobile terminal,.
Summary of the invention
In order to solve the above technical problems, the purpose of the present invention is to provide a kind of intelligent navigation vehicles based on big data
Networked system.
The technical problems to be solved by the invention are as follows:
(1) data age of vehicle mounted guidance how is solved the problems, such as；
(2) navigation setting complex steps, problem not smart enough how to be solved.
The purpose of the present invention can be achieved through the following technical solutions:
A kind of intelligent navigation car networking system based on big data, including car-mounted terminal, mobile terminal and server, it is described
Car-mounted terminal is connect with mobile terminal, and the mobile terminal is carried out data transmission with server by 4G network；
In the car, for navigating to vehicle, car-mounted terminal includes I/O module, navigation mould for the car-mounted terminal setting
Block, vehicle-mounted memory module, vehicle-mounted bluetooth module and vehicle-mounted USB network sharing module, wherein the I/O module is for inputting user
Instruction and output navigation picture, for storing data, the vehicle-mounted bluetooth module is used for movement eventually the vehicle-mounted memory module
End carries out being wirelessly connected and using shared wireless network, and vehicle-mounted USB network sharing module is passing through USB cable and mobile terminal
After being attached, the network of mobile terminal sharing can be used, the navigation module is for dividing the instruction of user and information
After analysis, navigation results are provided, and export to I/O module；
The mobile terminal further includes mobile memory module, mobile USB network share module, mobile bluetooth module and 4G logical
Believe that module, the 4G communication module are realized and transmitted with the data of server for providing 4G network, the mobile bluetooth module
For 4G network to be changed into wireless network, and wireless network is shared into car-mounted terminal, the mobile USB network share module
For 4G network to be changed into cable network, and cable network is shared to by car-mounted terminal, the mobile storage by USB cable
Module is for storing data；
The server further includes data transmit-receive module, cloud memory module and big data analysis module, and the cloud is deposited
Storage module is used to store the navigation information, map datum and real-time road data of all users, and the navigation information includes setting out
Ground, destination and navigation time started, the data transmit-receive module are used to receive user instructions, and according to command reception or hair
Send data, the big data analysis module for analyzing the navigation information of user, and will analysis result be transmitted to it is vehicle-mounted
Terminal；
The step of navigation module is navigated are as follows:
Step 1: after opening navigation, the neighbouring mobile terminal of vehicle-mounted bluetooth module search, and attempt to be matched, if matching
To success, Xiang Suoshu mobile terminal issues instruction, makes the mobile terminal connection 4G network, and pass through mobile bluetooth module starting
Blueteeth network is shared, accesses the wireless network of mobile terminal sharing, and be connected to server, if pairing failure, obtains vehicle-mounted
The connection status of USB network sharing module；
Step 2: navigation module is configured according to the connection status of vehicle-mounted USB network sharing module, if vehicle-mounted USB net
Network sharing module has passed through USB cable and has been connected to mobile terminal, then issues and instruct to the mobile terminal, make the mobile terminal
4G network is connected, so that mobile USB network share module starting USB is shared network, accesses the cable network of mobile terminal sharing, and
It is connected to server, if vehicle-mounted USB network sharing module is not connected with mobile terminal, prompts SCN subscriber connection network；
Step 3: user's logon account, user inputs departure place and destination by I/O module, described after access network
Navigation module obtains the version number of up-to-date map data according to departure place and destination from server, by up-to-date map data
The map datum version number in map datum version number and vehicle-mounted memory module in version number, mobile memory module carries out pair
Than if the map datum version number in map datum version number and vehicle-mounted memory module in mobile memory module is and fresh
The version number of diagram data is different, then newest map datum is downloaded from server, and store into vehicle-mounted memory module, if moving
Any one in the map datum version number in map datum version number and vehicle-mounted memory module in dynamic memory module with it is newest
The version number of map datum is identical, then does not download newest map datum from server, and using newest map datum as
The data of route planning, and the map datum in the map datum and vehicle-mounted memory module in mobile memory module is carried out together
Step makes only to retain newest map datum in mobile memory module and vehicle-mounted memory module；
Step 4: after map data update, a plurality of alternative route is generated according to departure place and destination, then from service
The real-time road data in alternative route are downloaded in device, and optimal route is selected from alternative route according to real-time road data,
And optimal route is exported to I/O module；
Step 5: starting to navigate, and after the completion of navigation, the navigation information of user is sent to server, is stored in
In account in the memory module of cloud.
Further, the big data analysis module show that the step of analysis result is as follows:
S1. the navigation information and legal workday information in user 1 year are obtained, workaday 6:00 to 10:00 is made
For time zone of going to work, using 16:00 to 22:00 as next time zone, and with per half an hour for a section, to go to work time zone and it is next when
Area is divided, and when obtaining on weekdays, starts the navigation information that navigation time is located in working time zone and next time zone, then sieve
It selects and starts the highest section of the navigation time frequency in working time zone and next time zone, as working section and next section；
S2. the navigation information for obtaining corresponding working section when the legal workday in user 1 year, it is highest to filter out the frequency
Departure place obtains the navigation information in corresponding next section when the legal workday in user 1 year, filters out frequency as inhabitation address
Secondary highest departure place is as work address；
S3. mobile terminal is sent to using inhabitation address and work address as analysis report.
Further, before carrying out step 3, the detection of residual flow is first carried out to mobile terminal, if residual flow is small
In 1GB, then prompt the user to choose whether that continuing networking navigates, if user selects to continue, carries out step 3, if user selects
Stopping is selected, offline navigation is enabled, then the map datum version number in more vehicle-mounted memory module and mobile memory module, selection is most
The new corresponding map datum of map datum version number, and alternative route is obtained according to newest map datum, prompt user hand
Dynamic selection route navigates.
Further, after executing user's logon account in step 3, replacement analysis report, then obtain the real-time time
Information, and location information is obtained by 4G communication module, if real-time time is located in working section, while location information and inhabitation
Address is identical, then sets inhabitation address for departure place automatically and destination is set as work address；Under if real-time time is located at
In class section, while location information is identical as work address, then sets work address for departure place automatically and destination is arranged
For inhabitation address.
Beneficial effects of the present invention:
(1) shared network is provided by mobile terminal, and passes through wired or car-mounted terminal is wirelessly made to access net
Network, can timely update database and real-time road condition information when being navigated, and guarantee the timeliness of data, promote making for user
With experience.
(2) car-mounted terminal can automatically select out optimal according to bluetooth connection situation, mobile terminal electricity and residual flow
Equipment and connection type are connected, realizes intelligent updating and automatic synchronization, while guaranteeing to navigate usage experience, simplifies navigation
Operating procedure shortens navigation time, while can save flow for user, reduces use cost.
(3) by big data analysis module, the historical navigation information of user is excavated, the residence of user is analyzed
Location and work address open bluetooth in corresponding when and where under the higher scene of this navigation frequency of use on and off duty
Afterwards, can Auto-writing parameter, be further simplified operating procedure, entire navigation procedure automation promotes usage experience.
Detailed description of the invention
The present invention will be further described below with reference to the drawings.
Fig. 1 is system block diagram of the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts all other
Embodiment shall fall within the protection scope of the present invention.
Refering to Figure 1, present embodiments providing a kind of intelligent navigation car networking system based on big data, including vehicle
Mounted terminal, mobile terminal and server, car-mounted terminal are connect with mobile terminal, and mobile terminal is carried out with server by 4G network
Data transmission；
Car-mounted terminal is arranged in the car, and for navigating to vehicle, car-mounted terminal includes I/O module, navigation module, vehicle
Memory module, vehicle-mounted bluetooth module and vehicle-mounted USB network sharing module are carried, wherein I/O module can be to touch screen, for inputting
User instruction and output navigation picture, vehicle-mounted memory module for storing data, vehicle-mounted bluetooth module be used for and mobile terminal into
Row is wirelessly connected and using shared wireless network, and wireless network connection is easy, is easy to use, vehicle-mounted USB network sharing module
After being attached by USB cable and mobile terminal, the network of mobile terminal sharing can be used, wired connection can fill on one side
Electricity uses on one side, and transmission speed is faster, and stability is also more preferable, and navigation module is for dividing the instruction of user and information
After analysis, navigation results are provided, and export to I/O module；
Mobile terminal further includes mobile memory module, mobile USB network share module, mobile bluetooth module and 4G communication mould
Block, 4G communication module are realized and are used for the transmission of the data of server, mobile bluetooth module by 4G network for providing 4G network
It is changed into wireless network, and wireless network is shared into car-mounted terminal, mobile USB network share module is for changing 4G network
For cable network, and cable network is shared to by car-mounted terminal by USB cable, mobile memory module is for storing data；Such as
Smart phone or tablet computer install the function of achievable mobile terminal after app, and equipment bluetooth is in an open state.
Server further includes data transmit-receive module, cloud memory module and big data analysis module, and cloud memory module is used
In the navigation information, map datum and the real-time road data that store all users, navigation information include departure place, destination and
It navigates the time started, data transmit-receive module according to command reception or sends data, big data analysis for receiving user instructions
Module is transmitted to car-mounted terminal for analyzing the navigation information of user, and by analysis result；
The step of navigation module is navigated are as follows:
Step 1: after opening navigation, the neighbouring mobile terminal of vehicle-mounted bluetooth module search, and attempt to be matched, if matching
It to success, issues and instructs to mobile terminal, so that mobile terminal is connected 4G network, and start blueteeth network by mobile bluetooth module
It is shared, the wireless network of mobile terminal sharing is accessed, and be connected to server, if pairing failure, it is total to obtain vehicle-mounted USB network
Enjoy the connection status of module；Car-mounted terminal preferentially selects bluetooth to be connected to the network.
After carrying out Bluetooth pairing, navigation module can first judge whether mobile terminal carried out pairing, if from unpaired mistake,
Need by being connected after being configured manually, if having matched, open bluetooth, and if search out multiple bluetooth equipments,
Then the equipment most with number is connect is attached automatically, can be considered the equipment of car owner, after disconnecting every time, the equal companies of will record
The address mac of equipment is connect, for counting connection number；
Meanwhile after connecting bluetooth, obtains the current electricity of mobile terminal and prompt user to close if electricity is less than 40%
Bluetooth selection wired connection is closed, avoids navigation from influencing to navigate by power consumption light, while wired connection can also be equipment charge.
Step 2: navigation module is configured according to the connection status of vehicle-mounted USB network sharing module, if vehicle-mounted USB net
Network sharing module has passed through USB cable and has been connected to mobile terminal, then issues and instruct to mobile terminal, and mobile terminal is made to connect 4G net
Network makes mobile USB network share module starting USB share network, accesses the cable network of mobile terminal sharing, and be connected to clothes
Business device prompts SCN subscriber connection network if vehicle-mounted USB network sharing module is not connected with mobile terminal；Net can not be connected in bluetooth
When network, select wireline mode connection network that can then be navigated offline when network can not be connected.
Step 3: user's logon account, user inputs departure place and destination, navigation by I/O module after access network
Module obtains the version number of up-to-date map data according to departure place and destination from server, by the version of up-to-date map data
Number, the map datum version number in map datum version number and vehicle-mounted memory module in mobile memory module compare, if
The map datum version number in map datum version number and vehicle-mounted memory module in mobile memory module with up-to-date map number
According to version number it is different, illustrate to need to update, then download newest map datum from server, and store to vehicle-mounted storage mould
In block, if moving any one in the map datum version number in the map datum version number and vehicle-mounted memory module in memory module
A identical as the version number of up-to-date map data, then explanation has the map datum of the version number, need to only be replaced to data
, in order to save flow and shorten navigation time, then newest map datum is not downloaded, and from server with newest
Data of the map datum of version number as route planning, and the map datum in memory module and vehicle-mounted memory module will be moved
In map datum synchronize, make only to retain newest map datum in mobile memory module and vehicle-mounted memory module, make
The map datum of mobile terminal and car-mounted terminal is updated to latest edition；
Step 4: after map data update, a plurality of alternative route is generated according to departure place and destination, then from service
The real-time road data in alternative route are downloaded in device, only download necessary intersection data, are saved flow, are improved efficiency, and root
Road condition data selects optimal route from alternative route when factually, and optimal route is exported to I/O module；
Step 5: starting to navigate, and after the completion of navigation, the navigation information of user is sent to server, is stored in
In account in the memory module of cloud, data sample is provided for big data analysis module.
Big data analysis module show that the step of analysis result is as follows:
S1. the navigation information and legal workday information in user 1 year are obtained, workaday 6:00 to 10:00 is made
For time zone of going to work, this period is most people's work hours section, using 16:00 to 22:00 as next time zone, this period
For the period that most people come off duty, and working time zone and next time zone are divided for a section with per half an hour, such as 6:
00 to 6:30 is a section, when obtaining on weekdays, starts the navigation that navigation time is located in working time zone and next time zone
Information, then filter out and start the highest section of the navigation time frequency in working time zone and next time zone, as working section under
Class section；When such as user job day 8:00 to 8:30 start navigation number it is most, then using 8:00 to 8:30 as go to work area
Between.
S2. the navigation information for obtaining corresponding working section when the legal workday in user 1 year, further reduces screening model
It encloses, such as only screening starts navigation information of the navigation time in 8:00 to 8:30, and is screened out from it the highest departure place of the frequency
As inhabitation address, the navigation information in corresponding next section when the legal workday in user 1 year is obtained, frequency highest is filtered out
Departure place as work address；The work address of user and the frequency of inhabitation address modification are smaller, time on and off duty also phase
To fixation, route guidance frequency on and off duty is also higher, therefore can be judged according to the navigation information of user, is not necessarily to user hand
Dynamic setting, is easy to use.
S3. it is sent to mobile terminal using inhabitation address and work address as analysis report, to utilize analysis report in next step
Announcement makes preparation.
Before carrying out step 3, the detection of residual flow is first carried out to mobile terminal, if residual flow is less than 1GB,
Prompt the user to choose whether that continuing networking navigates, if user selects to continue, carries out step 3, if user selects to stop,
Offline navigation is enabled, then the map datum version number in more vehicle-mounted memory module and mobile memory module, selection is newestly
The corresponding map datum of diagram data version number, and alternative route is obtained according to newest map datum, prompt user to manually select
Route navigates.Off-line mode is provided, network is not connected to and then only carries out route planning according to existing data, in artificial selection
A route out, navigates.
Execute step 3 in user's logon account after, replacement analysis report, every time log in all can replacement analysis report,
Guarantee timeliness, then obtain real-time temporal information, and location information is obtained by 4G communication module, if real-time time is positioned at upper
In class section, while location information is identical as inhabitation address, then sets inhabitation address and destination for departure place automatically and be arranged
For work address；It comes off duty in section if real-time time is located at, while location information is identical as work address, then automatically by departure place
It is set as work address and destination is set as inhabitation address.It navigates when being opened in working section, while also being matched on position,
Then simplify navigation operation, Auto-writing departure place and destination, promotes usage experience.
The specific work process of the present embodiment is as follows:
1) after opening navigation, according to the actual situation, preferably network is shared in bluetooth connection, secondly wired connection is selected to share net
Network；Car-mounted terminal can automatically select out optimal connection equipment according to bluetooth connection situation, mobile terminal electricity and residual flow
And connection type, it realizes intelligent updating and automatic synchronization, while guaranteeing to navigate usage experience, simplifies the operation step of navigation
Suddenly, shorten navigation time, while flow can be saved for user, reduce use cost.
2) after completing network insertion, logon account carries out data update and local synchronization, completes the update of map datum,
Guarantee the timeliness of map；Shared network is provided by mobile terminal, and passes through wired or wirelessly makes car-mounted terminal
Network is accessed, can timely update database and real-time road condition information when being navigated, and guarantee the timeliness of data, promoted and used
The usage experience at family.
3) alternative route is obtained according to the data of downloading, then selects an optimal route to navigate from alternative route,
Data are uploaded after completing navigation.By big data analysis module, the historical navigation information of user is excavated, user is analyzed
Inhabitation address and work address, under the higher scene of this navigation frequency of use on and off duty, in corresponding when and where
After opening bluetooth, can Auto-writing parameter, be further simplified operating procedure, entire navigation procedure automation promotes usage experience.
Above content is only to structure of the invention example and explanation, affiliated those skilled in the art couple
Described specific embodiment does various modifications or additions or is substituted in a similar manner, without departing from invention
Structure or beyond the scope defined by this claim, is within the scope of protection of the invention.
Claims (4)
1. a kind of intelligent navigation car networking system based on big data, which is characterized in that including car-mounted terminal, mobile terminal kimonos
Business device, the car-mounted terminal are connect with mobile terminal, and the mobile terminal is carried out data transmission with server by 4G network；
In the car, for navigating to vehicle, car-mounted terminal includes I/O module, navigation module, vehicle for the car-mounted terminal setting
Memory module, vehicle-mounted bluetooth module and vehicle-mounted USB network sharing module are carried, wherein the I/O module is for inputting user instruction
With output navigation picture, the vehicle-mounted memory module for storing data, the vehicle-mounted bluetooth module be used for and mobile terminal into
Row is wirelessly connected and using shared wireless network, and vehicle-mounted USB network sharing module is carried out by USB cable and mobile terminal
After connection, after the network of mobile terminal sharing, the navigation module can be used to be used to analyze the instruction of user and information,
Navigation results are provided, and are exported to I/O module；
The mobile terminal further includes mobile memory module, mobile USB network share module, mobile bluetooth module and 4G communication mould
Block, the 4G communication module are realized and are used for the transmission of the data of server, the mobile bluetooth module for providing 4G network
4G network is changed into wireless network, and wireless network is shared into car-mounted terminal, the mobile USB network share module is used for
4G network is changed into cable network, and cable network is shared to by car-mounted terminal, the mobile memory module by USB cable
For storing data；
The server further includes data transmit-receive module, cloud memory module and big data analysis module, and the cloud stores mould
Block is used to store the navigation information, map datum and real-time road data of all users, and the navigation information includes departure place, mesh
Ground and navigation time started, the data transmit-receive module according to command reception or send number for receiving user instructions
According to the big data analysis module is transmitted to car-mounted terminal for analyzing the navigation information of user, and by analysis result；
The step of navigation module is navigated are as follows:
Step 1: after opening navigation, the neighbouring mobile terminal of vehicle-mounted bluetooth module search, and attempt to be matched, if being paired into
Function, Xiang Suoshu mobile terminal issue instruction, make the mobile terminal connection 4G network, and start bluetooth by mobile bluetooth module
Network share, accesses the wireless network of mobile terminal sharing, and is connected to server, if pairing failure, obtains vehicle-mounted USB net
The connection status of network sharing module；
Step 2: navigation module is configured according to the connection status of vehicle-mounted USB network sharing module, if vehicle-mounted USB network is total
It enjoys module and has passed through USB cable and be connected to mobile terminal, then issue and instruct to the mobile terminal, connect the mobile terminal
4G network makes mobile USB network share module starting USB share network, accesses the cable network of mobile terminal sharing, and connect
SCN subscriber connection network is prompted if vehicle-mounted USB network sharing module is not connected with mobile terminal to server；
Step 3: user's logon account, user inputs departure place and destination, the navigation by I/O module after access network
Module obtains the version number of up-to-date map data according to departure place and destination from server, by the version of up-to-date map data
Number, the map datum version number in map datum version number and vehicle-mounted memory module in mobile memory module compare, if
The map datum version number in map datum version number and vehicle-mounted memory module in mobile memory module with up-to-date map number
According to version number it is different, then newest map datum is downloaded from server, and store into vehicle-mounted memory module, if movement is deposited
Store up any one in the map datum version number in the map datum version number and vehicle-mounted memory module in module and up-to-date map
The version number of data is identical, then newest map datum is not downloaded from server, and using newest map datum as route
The data of planning, and the map datum in the map datum and vehicle-mounted memory module in mobile memory module is synchronized, make
Only retain newest map datum in mobile memory module and vehicle-mounted memory module；
Step 4: generating a plurality of alternative route according to departure place and destination, then from server after map data update
The real-time road data in alternative route are downloaded, and select optimal route from alternative route according to real-time road data, and will
Optimal route is exported to I/O module；
Step 5: starting to navigate, and after the completion of navigation, the navigation information of user is sent to server, storage is beyond the clouds
In account in memory module.
2. a kind of intelligent navigation car networking system based on big data according to claim 1, which is characterized in that described big
Data analysis module show that the step of analysis result is as follows:
S1. the navigation information and legal workday information in user 1 year are obtained, using workaday 6:00 to 10:00 as upper
Class time zone, using 16:00 to 22:00 as next time zone, and with per half an hour for a section, to go to work time zone and next time zone into
Row divides, and when obtaining on weekdays, starts the navigation information that navigation time is located in working time zone and next time zone, then filter out
Start the highest section of the navigation time frequency in working time zone and next time zone, as working section and next section；
S2. the navigation information for obtaining corresponding working section when the legal workday in user 1 year, filters out that the frequency is highest to set out
Ground obtains the navigation information in corresponding next section when the legal workday in user 1 year, filters out the frequency most as inhabitation address
High departure place is as work address；
S3. mobile terminal is sent to using inhabitation address and work address as analysis report.
3. a kind of intelligent navigation car networking system based on big data according to claim 1, which is characterized in that carrying out
Before step 3, the detection of residual flow is first carried out to mobile terminal, if residual flow is less than 1GB, user's selection is prompted to be
It is no to continue networking and navigate, if user selects to continue, step 3 is carried out, if user selects to stop, enabling offline navigation, then
Map datum version number in more vehicle-mounted memory module and mobile memory module selects newest map datum version number corresponding
Map datum, and alternative route is obtained according to newest map datum, prompts user to manually select route and navigate.
4. a kind of intelligent navigation car networking system based on big data according to claim 2, which is characterized in that executing
After user's logon account in step 3, replacement analysis report, then real-time temporal information is obtained, and obtain by 4G communication module
Location information is taken, if real-time time is located in working section, while location information is identical as inhabitation address, then automatically by departure place
It is set as inhabitation address and destination is set as work address；If real-time time be located at come off duty section in, while location information with
Work address is identical, then sets work address for departure place automatically and destination is set as inhabitation address.
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| CN110659808A (en) * | 2019-08-30 | 2020-01-07 | 广东方纬科技有限公司 | Traffic analysis method, system and storage medium based on vehicle travel data |
| CN110674212A (en) * | 2019-08-30 | 2020-01-10 | 惠州市德赛西威汽车电子股份有限公司 | Method for synchronizing memo data in real time at vehicle-mounted terminal |
| CN110602636A (en) * | 2019-09-18 | 2019-12-20 | 中国联合网络通信集团有限公司 | Terminal Bluetooth switch control method, server and terminal |
| CN112564933A (en) * | 2019-09-26 | 2021-03-26 | 成都秦川物联网科技股份有限公司 | Smart city free network system based on Internet of vehicles and construction method |
| CN110859388A (en) * | 2019-12-03 | 2020-03-06 | 黎明职业大学 | Magnetic anti-theft jewel box |
| CN111428456A (en) * | 2020-03-16 | 2020-07-17 | 中国建设银行股份有限公司 | Method and device for filling form |
| CN115134381A (en) * | 2021-03-25 | 2022-09-30 | 上海博泰悦臻网络技术服务有限公司 | Internet of vehicles data transmission method and device and electronic equipment |
| CN114422550A (en) * | 2022-01-23 | 2022-04-29 | 重庆长安新能源汽车科技有限公司 | Vehicle setting personalized association method and system and vehicle |
| CN114422550B (en) * | 2022-01-23 | 2023-05-23 | 重庆长安新能源汽车科技有限公司 | Personalized association method and system for whole vehicle setting and automobile |
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