CN206282356U - Wisdom traffic big data analysis system - Google Patents
Wisdom traffic big data analysis system Download PDFInfo
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- CN206282356U CN206282356U CN201620980160.1U CN201620980160U CN206282356U CN 206282356 U CN206282356 U CN 206282356U CN 201620980160 U CN201620980160 U CN 201620980160U CN 206282356 U CN206282356 U CN 206282356U
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- 238000007405 data analysis Methods 0.000 title claims abstract description 13
- 238000004458 analytical method Methods 0.000 claims abstract description 29
- 230000011664 signaling Effects 0.000 claims abstract description 22
- 238000004891 communication Methods 0.000 claims abstract description 9
- 238000005516 engineering process Methods 0.000 claims abstract description 7
- 230000033001 locomotion Effects 0.000 claims abstract description 6
- 238000000926 separation method Methods 0.000 claims abstract description 4
- 238000012545 processing Methods 0.000 claims description 13
- 238000001514 detection method Methods 0.000 claims description 9
- 238000013523 data management Methods 0.000 claims description 8
- 238000000605 extraction Methods 0.000 claims description 8
- 238000005457 optimization Methods 0.000 claims description 4
- 238000004088 simulation Methods 0.000 claims description 4
- 238000007619 statistical method Methods 0.000 claims description 3
- 230000008901 benefit Effects 0.000 description 5
- 206010039203 Road traffic accident Diseases 0.000 description 2
- 230000003542 behavioural effect Effects 0.000 description 2
- 238000001914 filtration Methods 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000004888 barrier function Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000000586 desensitisation Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000012634 fragment Substances 0.000 description 1
- 238000007726 management method Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000000034 method Methods 0.000 description 1
- 238000002360 preparation method Methods 0.000 description 1
- 238000003860 storage Methods 0.000 description 1
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Abstract
The utility model is related to a kind of wisdom traffic big data analysis system, including based on mobile phone signaling traffic big data platform and traffic video intellectualized analysis platform；Collection communication network users location data of terminals is passed through based on mobile phone signaling traffic big data platform, analyze user terminal location change information, according to user the location of in communication network area, user terminal location change information is mapped on corresponding road network tag slot according to the corresponding relation between position area and road network tag slot, analyzes correspondence road network tag slot traffic status；Traffic video intellectualized analysis platform is by the use of the live video stream of the CCTV camera of roadside as input signal, using target and background separation technology, target information is extracted from the change of image sequence, and vehicle is tracked, obtain its movement locus, according to prior setting, adaptively classification produces affair alarm, or produces real-time traffic circulation data.The utility model can in real time, accurately obtain the transport information of road.
Description
Technical field
The utility model is related to the traffic throughput monitor system of city expressway, specifically a kind of big number of wisdom traffic
According to analysis system.
Background technology
At present, due to lacking effective, enough data sources to city expressway, the real-time traffic condition of urban road is difficult to
Grasp, it is impossible to accurately and timely perceive, detect traffic circulation.
Additionally, telecomm base station has been completely covered city expressway, but teledata is not yet fully used.Cause
This, it is necessary to the application with video analysis based on mobile phone signaling is set up, help relevant departments are real-time, understand urban transportation exactly
Operation information.
The content of the invention
The utility model is directed to the problems of the prior art, there is provided a kind of wisdom traffic big data analysis system, the system
Can in real time, exactly analyze the transport information of urban road.
Realize that the technical solution of the utility model is：A kind of wisdom traffic big data analysis system, including believed based on mobile phone
Make traffic big data platform and traffic video intellectualized analysis platform；It is described that collection is passed through based on mobile phone signaling traffic big data platform
Communication network user terminal location data, analyze user terminal location change information, according to the residing position in communication network of user
Area is put, user terminal location change information is mapped to corresponding road network mark according to the corresponding relation between position area and road network tag slot
Know in area, so as to analyze correspondence road network tag slot traffic status；The traffic video intellectualized analysis platform utilizes roadside
CCTV camera live video stream as input signal, using target and background separation technology, from the change of image sequence
Middle extraction target information, and vehicle is tracked, its movement locus is obtained, according to prior setting, adaptively classification is produced
Raw affair alarm, or produce real-time traffic circulation data.
It is described to include being gathered by core business processing module, A interface data based on mobile phone signaling traffic big data platform
The road condition analyzing system of filter module, database and basic data management module composition, the core business processing module, the A
Interface data acquisition filter module and the basic data management module are connected with the database respectively；The A interface data
Acquisition filter module gathers A interface signaling data with A interface signalings collective system, obtains customer position information, and by effective
Filter condition filters to form sample data to customer position information；The sample that the core business processing module is completed according to filtering
Data computed user locations delta data, and customer location delta data is matched with road sequence identifier area, statistical
Analysis correspondence road markings internal road traffic status.
The core business processing module is also connected with third-party application system.
The traffic video intellectualized analysis platform is included by traffic parameter extraction module, magnitude of traffic flow detection module and software
Server group into video analytic system, the traffic parameter extraction module, the magnitude of traffic flow detection module and the software
Server is connected with multiple CCTV cameras respectively.
The video analytic system by internet respectively with road simulation and optimization module, information issuing module and emergent
Commander's module is connected.
It is of the present utility model to have technical effect that：The utility model regards the traffic big data based on mobile phone signaling with traffic
Frequency big data analytical technology is combined, and realizes that real-time road is analyzed, and combines the CCTV camera of urban road deployment, to existing
Video resource made full use of, will in real time, it is true, effective video image is converted to the acceptable traffic information of user.
Brief description of the drawings
Fig. 1 is structural representation of the present utility model.
Fig. 2 is the structural representation based on mobile phone signaling traffic big data platform in the utility model.
Fig. 3 is the structural representation of the traffic video intellectualized analysis platform in the utility model.
In Fig. 1-Fig. 3, including wisdom traffic big data analysis system 1, based on mobile phone signaling traffic big data platform 2, hand over
Intervisibility frequency intellectualized analysis platform 3, A interface signalings collective system 4, road condition analyzing system 5, third-party application system 6, core business
Processing module 7, A interface data acquisition filters module 8, database 9, basic data management module 10, road simulation and optimization mould
Block 11, information issuing module 12, emergency command module 13, internet 14, traffic parameter extraction module 15, magnitude of traffic flow detection mould
Block 16, CCTV camera 17, software server 18, video analytic system 19.
Specific embodiment
To enable above-mentioned purpose of the present utility model, feature and advantage more obvious understandable, below in conjunction with the accompanying drawings and tool
Body implementation method is described in further detail to the utility model.
As shown in figure 1, the utility model is a kind of wisdom traffic big data analysis system 1, including handed over based on mobile phone signaling
Logical big data platform 2 and the big system of 3 liang of traffic video intellectualized analysis platform.Passed through based on mobile phone signaling traffic big data platform 2
Collection communication network users location data of terminals, analyzes user terminal location change information, residing in communication network according to user
Position area, user terminal location change information is mapped to corresponding road according to the corresponding relation between position area and road network tag slot
On net tag slot, so as to analyze correspondence road network tag slot traffic status.Meanwhile, traffic video intellectualized analysis platform 3 is utilized
The live video stream of the CCTV camera of curb line as input signal, using target and background separation technology, from image sequence
Change in extract target information, and vehicle is tracked, obtain its movement locus, according to prior setting, adaptively
Classification produces affair alarm, or produces real-time traffic circulation data.
As shown in Fig. 2 being included by core business processing module 7, A number of ports based on mobile phone signaling traffic big data platform 2
According to the road condition analyzing system 5 that acquisition filter module 8, database 9 and basic data management module 10 are constituted, core business treatment mould
Block 7, A interface data acquisition filters module 8 and basic data management module 10 are connected with database 9 respectively.
The basic datas such as the management of database 9 base station information, BSC information, road network information, cartographic information, are responsible for road sequence
The delimitation of tag slot.
A interface data acquisition filters module 8 gathers A interface signaling data with A interface signalings collective system 4, obtains user
Positional information, and customer position information is filtered to form sample data by effective filter condition.
The sample data computed user locations delta data that core business processing module 7 is completed according to filtering（Current location,
The information such as switch speed, moving direction）, and customer location delta data is matched with road sequence identifier area, statistical
Analysis correspondence road markings internal road traffic status.
Core business processing module 7 is also connected with third-party application system 6.
Following functions are had based on mobile phone signaling traffic big data platform 2：
1) real-time road analysis
2) city OD analyses
Data acquisition, processing between the base station based on telecommunication handset user（Desensitization, modeling analysis）, set up Data Management Analysis
System, realizes trip characteristicses parameter, hot spot region trip law-analysing function, and expansible offer traffic events analyze pre- measurement of power
Can, it is easy to traffic events to manage disposal, such as commercial circle, passenger station hinge, passenger flow analysing of tourist attraction etc..
Specific application function is as follows：
A. density of stream of people analysis：The sparse degree of the stream of people, monitor in real time people's flow distribution are intuitively presented with reference to GIS map.
B. stream of people's early warning analysis：System according to the peak flow in history simultaneously term area can that current region can be held
The stream of people's quantity received carries out early warning.The data supporting of emergency guarantee preparation is provided for traffic administration person and staff, together
When it also avoid congestion and the trapping phenomena of the stream of people.
C. stream of people's inflow/outflow analysis：System can count corresponding time period region of interest within and move according to stream of people's behavioural information
Employ family and increase/reduce traffic conditions newly, population flows into the quantity that analysis is period newly-increased mobile subscriber in target area, population stream
Go out the number of users that the period is reduced in analysis i.e. target area.
D. the resident analysis of the stream of people：It is resident to analyze to count by the stream of people and many of number is resident in different periods target area
Few, while length of the stream of people in scenic spot residence time can be analyzed, the time length that the stream of people is resident can reflect the different stream of peoples
Behavioural habits.
As shown in figure 3, traffic video intellectualized analysis platform 3 includes being detected by the traffic parameter extraction module 15, magnitude of traffic flow
The video analytic system 19 of module 16 and the composition of software server 18, traffic parameter extraction module 15, magnitude of traffic flow detection module
16 and software server 18 be connected with multiple CCTV cameras 17 respectively.
Video analytic system 19 by internet 14 respectively with road simulation and optimization module 11, information issuing module 12 and
Emergency command module 13 is connected.
Traffic video intellectualized analysis platform 3 has following functions：
1) vehicle flowrate
By crossing video resource, according to each crossing box, the information of vehicle flowrate of main roads is obtained in real time, including it is flat
The information such as equal speed.
2) queue length analysis
Can be by road gate video analysis road queue length.
3) traffic congestion detection
It is many by detecting that the vehicle duration that slowly motion even stops, track take the parameters such as density, Velicle motion velocity
Dimension COMPREHENSIVE CALCULATING congestion level quantized value, when the value exceedes the threshold of alarm settings, system can Realtime Alerts.The function can
Jam level is set, alarm is started according to set grade threshold, the function can detect bicycle road, two-way traffic, three lanes and gather around
It is stifled；The function is applied to highway, national highway, urban road, key road segment, crossroad（Central area）Etc. occasion.
4) disobey and stop vehicle detection
By analyzing each two field picture of live video stream, the driving behavior of each car to passing through judges, works as road
On face vehicle occur from transport condition be changed into inactive state and more than setting quiescent time when, system is carried out and Times to the event
It is alert, and fragment to there is above-mentioned event to occur stores, and generates real-time event data.The function is applied to traffic accident, vehicle event
The detection of the abnormal traffic events such as barrier.The function can all weather operations.
The base station all standing of the through street that the utility model is realized using telecommunications in the range of the whole city of city, by base station
The analysis of data can realize that the real-time road of through street is analyzed with relatively low cost, overcome that traditional data source is few, and specification is not
Standard, the problems such as convergence time delay is big；With reference to the CCTV camera that urban road is disposed, existing video resource can be entered
Row makes full use of, and expands the valued added applications of video data, will in real time, truly, and effective video image is converted to user and is subjected to
Traffic information；The utility model is realized based on telecommunications native data and big data analytical technology application and development first, and is applied
In traffic administration industry, with important industry demonstration and popularization copy space.
The utility model sets up uniform data resource pool using cloud storage system and big data computing technique, by traffic multi-source
Based on fused data center, government, enterprises and institutions' list are served with intelligent transportation big data analysis system as core application
Position, the intelligent use system of the public.
The utility model has following social benefit and economic benefit：
1st, economic benefit aspect, can drive the growth of GDP.The utility model can realize the traffic to road, cell
Situation is tracked and detects, information is real-time, and application value is higher, can be used for the units such as Ministry of Communications, departments of government.
The extensive use and popularization of product, can increase transport information industry output and the growth for GDP contributes.
2nd, social benefit aspect, can improve resident trip quality, improve resident living Happiness Index.The utility model is to be
System user provides real-time road conditions information, real-time traffic events and predicts, relevant unit can be well understood to accordingly
The traffic status on road, solve traffic congestion and traffic accident in time, are easy to resident trip, alleviation beneficial to road traffic problem and
The raising of resident trip Happiness Index.
The description with certain particularity detailed enough has been carried out to the utility model above.It is common in art
It is to be understood by the skilled artisans that what the description in embodiment was merely exemplary, without departing from true spirit of the present utility model and
All changes are made on the premise of scope should all belong to protection domain of the present utility model.The utility model is required for protection
Scope is defined by described claims, rather than what is limited by the foregoing description in embodiment.
Claims (5)
1. a kind of wisdom traffic big data analysis system（1）, it is characterized in that：Including based on mobile phone signaling traffic big data platform
（2）And traffic video intellectualized analysis platform（3）；It is described based on mobile phone signaling traffic big data platform（2）By collection communication net
User terminal location data, analyze user terminal location change information, according to user the location of in communication network area, according to
Be mapped to user terminal location change information on corresponding road network tag slot by the corresponding relation between position area and road network tag slot,
So as to analyze correspondence road network tag slot traffic status；The traffic video intellectualized analysis platform（3）Using the prison of roadside
The live video stream of video camera is controlled as input signal, using target and background separation technology, is carried from the change of image sequence
Target information is taken, and vehicle is tracked, obtain its movement locus, according to prior setting, adaptively classification produces thing
Part is alarmed, or produces real-time traffic circulation data.
2. according to the wisdom traffic big data analysis system described in claim 1, it is characterized in that：It is described based on mobile phone signaling traffic
Big data platform（2）Including by core business processing module（7）, A interface data acquisition filter modules（8）, database（9）And base
Plinth data management module（10）The road condition analyzing system of composition（5）, the core business processing module（7）, the A interface data
Acquisition filter module（8）And the basic data management module（10）Respectively with the database（9）It is connected；The A number of ports
According to acquisition filter module（8）With A interface signaling collective systems（4）Collection A interface signaling data, obtain customer position information, and
Customer position information is filtered to form sample data by effective filter condition；The core business processing module（7）According to mistake
The sample data computed user locations delta data for completing is filtered, and customer location delta data is carried out with road sequence identifier area
Matching, statistical analysis correspondence road markings internal road traffic status.
3. according to the wisdom traffic big data analysis system described in claim 2, it is characterized in that：The core business processing module
（7）Also with third-party application system（6）It is connected.
4. according to the wisdom traffic big data analysis system described in claim 1, it is characterized in that：The traffic video intellectual analysis
Platform（3）Including by traffic parameter extraction module（15）, magnitude of traffic flow detection module（16）And software server（18）Composition
Video analytic system（19）, the traffic parameter extraction module（15）, the magnitude of traffic flow detection module（16）And the software
Server（18）Respectively with multiple CCTV cameras（17）It is connected.
5. according to the wisdom traffic big data analysis system described in claim 4, it is characterized in that：The video analytic system（19）
By internet（14）Respectively with road simulation and optimization module（11）, information issuing module（12）With emergency command module（13）
It is connected.
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| CN201620980160.1U CN206282356U (en) | 2016-08-30 | 2016-08-30 | Wisdom traffic big data analysis system |
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Cited By (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107402013A (en) * | 2017-07-27 | 2017-11-28 | 惠州市格农科技有限公司 | Shared bicycle path electronization method |
| CN107705555A (en) * | 2017-08-28 | 2018-02-16 | 中兴捷维通讯技术有限责任公司 | Magnitude of traffic flow warning system based on mobile phone signal collecting and analysis |
| CN108171968A (en) * | 2017-11-29 | 2018-06-15 | 江苏速度信息科技股份有限公司 | The road condition analyzing system and method for position data based on mobile terminal device signaling |
| CN108198416A (en) * | 2017-12-28 | 2018-06-22 | 金交恒通有限公司 | A kind of mobile phone signaling and the fusion method of road network big data and its application and system |
| CN108417035A (en) * | 2018-03-29 | 2018-08-17 | 成都精灵云科技有限公司 | Intelligent traffic monitoring system based on cloud platform |
| CN108449711A (en) * | 2018-01-08 | 2018-08-24 | 上海元卓信息科技有限公司 | A kind of large stadium passenger flow computational methods based on mobile phone signaling data and safety inspection data |
| CN108711284A (en) * | 2018-05-23 | 2018-10-26 | 中国联合网络通信集团有限公司 | The determination method and device of road flow of the people |
| CN109493620A (en) * | 2017-09-11 | 2019-03-19 | 阿里巴巴集团控股有限公司 | A kind of traffic analysis system, method and device |
| CN111326016A (en) * | 2018-12-14 | 2020-06-23 | 哈尔滨工业大学 | Highway driving safety monitoring system and method based on vehicle positioning information |
| CN111696354A (en) * | 2020-06-22 | 2020-09-22 | 东北大学 | Intelligent traffic regulation and control system |
| CN112749630A (en) * | 2020-12-17 | 2021-05-04 | 深圳英飞拓科技股份有限公司 | Intelligent video monitoring method and system for road conditions |
| CN112926823A (en) * | 2021-01-20 | 2021-06-08 | 蔡家斌 | Intelligent traffic service data detection method and device and electronic equipment |
| CN113256968A (en) * | 2021-04-30 | 2021-08-13 | 济南金宇公路产业发展有限公司 | Traffic state prediction method, equipment and medium based on mobile phone activity data |
| CN113658428A (en) * | 2021-08-09 | 2021-11-16 | 南京美慧软件有限公司 | Intelligent active management and control platform for expressway |
| CN113868874A (en) * | 2021-09-30 | 2021-12-31 | 华侨大学 | Method for predicting traffic around tourist attractions, and method and system for controlling congestion |
| CN114429702A (en) * | 2021-12-30 | 2022-05-03 | 联通智网科技股份有限公司 | Alarm implementation method and device |
| CN114758501A (en) * | 2022-04-24 | 2022-07-15 | 浪潮软件科技有限公司 | Traffic big data support platform and device |
| CN115294765A (en) * | 2022-07-28 | 2022-11-04 | 深圳市显科科技有限公司 | Intelligent management platform for traffic information board |
| CN117455751A (en) * | 2023-12-22 | 2024-01-26 | 新华三网络信息安全软件有限公司 | Road section image processing system and method |
-
2016
- 2016-08-30 CN CN201620980160.1U patent/CN206282356U/en not_active Expired - Fee Related
Cited By (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107402013A (en) * | 2017-07-27 | 2017-11-28 | 惠州市格农科技有限公司 | Shared bicycle path electronization method |
| CN107705555A (en) * | 2017-08-28 | 2018-02-16 | 中兴捷维通讯技术有限责任公司 | Magnitude of traffic flow warning system based on mobile phone signal collecting and analysis |
| CN109493620B (en) * | 2017-09-11 | 2022-05-24 | 阿里巴巴集团控股有限公司 | Traffic road condition analysis system, method and device |
| CN109493620A (en) * | 2017-09-11 | 2019-03-19 | 阿里巴巴集团控股有限公司 | A kind of traffic analysis system, method and device |
| CN108171968A (en) * | 2017-11-29 | 2018-06-15 | 江苏速度信息科技股份有限公司 | The road condition analyzing system and method for position data based on mobile terminal device signaling |
| CN108198416A (en) * | 2017-12-28 | 2018-06-22 | 金交恒通有限公司 | A kind of mobile phone signaling and the fusion method of road network big data and its application and system |
| CN108449711A (en) * | 2018-01-08 | 2018-08-24 | 上海元卓信息科技有限公司 | A kind of large stadium passenger flow computational methods based on mobile phone signaling data and safety inspection data |
| CN108417035A (en) * | 2018-03-29 | 2018-08-17 | 成都精灵云科技有限公司 | Intelligent traffic monitoring system based on cloud platform |
| CN108711284A (en) * | 2018-05-23 | 2018-10-26 | 中国联合网络通信集团有限公司 | The determination method and device of road flow of the people |
| CN111326016A (en) * | 2018-12-14 | 2020-06-23 | 哈尔滨工业大学 | Highway driving safety monitoring system and method based on vehicle positioning information |
| CN111696354A (en) * | 2020-06-22 | 2020-09-22 | 东北大学 | Intelligent traffic regulation and control system |
| CN112749630A (en) * | 2020-12-17 | 2021-05-04 | 深圳英飞拓科技股份有限公司 | Intelligent video monitoring method and system for road conditions |
| CN112926823A (en) * | 2021-01-20 | 2021-06-08 | 蔡家斌 | Intelligent traffic service data detection method and device and electronic equipment |
| CN113256968A (en) * | 2021-04-30 | 2021-08-13 | 济南金宇公路产业发展有限公司 | Traffic state prediction method, equipment and medium based on mobile phone activity data |
| CN113658428A (en) * | 2021-08-09 | 2021-11-16 | 南京美慧软件有限公司 | Intelligent active management and control platform for expressway |
| CN113868874A (en) * | 2021-09-30 | 2021-12-31 | 华侨大学 | Method for predicting traffic around tourist attractions, and method and system for controlling congestion |
| CN114429702A (en) * | 2021-12-30 | 2022-05-03 | 联通智网科技股份有限公司 | Alarm implementation method and device |
| CN114429702B (en) * | 2021-12-30 | 2022-10-11 | 联通智网科技股份有限公司 | Alarm implementation method and device |
| CN114758501A (en) * | 2022-04-24 | 2022-07-15 | 浪潮软件科技有限公司 | Traffic big data support platform and device |
| CN115294765A (en) * | 2022-07-28 | 2022-11-04 | 深圳市显科科技有限公司 | Intelligent management platform for traffic information board |
| CN117455751A (en) * | 2023-12-22 | 2024-01-26 | 新华三网络信息安全软件有限公司 | Road section image processing system and method |
| CN117455751B (en) * | 2023-12-22 | 2024-03-26 | 新华三网络信息安全软件有限公司 | Road section image processing system and method |
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