CN108629037A - A kind of smart city service platform and its management method - Google Patents
A kind of smart city service platform and its management method Download PDFInfo
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- CN108629037A CN108629037A CN201810445665.1A CN201810445665A CN108629037A CN 108629037 A CN108629037 A CN 108629037A CN 201810445665 A CN201810445665 A CN 201810445665A CN 108629037 A CN108629037 A CN 108629037A
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- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- H—ELECTRICITY
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Abstract
The invention discloses a kind of smart city service platform and its management methods, including center service platform, monitoring system, mobile client and mobile base station, the mobile base station is connected by signal with center service platform and monitoring system respectively, and mobile client is connected with center service platform by signal.The present invention monitors the stream of people, weather environment monitors, the different monitoring system such as vehicle monitoring is interrelated by center service platform, establish a comprehensive system, simplify detecting step, the present invention combines model and urban information together, city operations state and its situation of change more can be intuitively shown after being incorporated to monitoring data, reduce the time of the time and problem response of problem investigation, reduce manpower, the consume of material resources, the present invention will be provided with face identification system and display screen on mobile base station, the function of monitoring system can be supplemented, enrich the function of the present invention, improve utilization rate, development prospect is wide.
Description
Technical field
The present invention relates to smart city field, specifically a kind of smart city service platform.
Background technology
Internet of Things is the third time revolution of the information technology after computer technology, Internet technology.It assigns object with intelligence
Ability that is intelligent, making object be perceived or be perceived.This will fundamentally change the present life style of city dweller, in intelligence
Traffic, environmental protection, government work, public safety, safety home, intelligent security guard, industry monitoring, old man's nursing, personal health
Etc. multiple fields can play an important role, improve life of urban resident quality, and ultimately form the intelligent things system in city
System --- smart city, smart city are the inexorable trends of human social development, and every country all starts to actively develop intelligence energetically
The construction in intelligent city.
Current smart city things system is all that function is relatively simple, is intended merely to simple realization some function,
Such as traffic management, these networks are typically all private network, and many information are all individualisms, are not built between each system
The vertical mechanism cooperated with each other, inquires some information, it is necessary to which cumbersome transfers step if necessary；The things system of smart city
All it is the transmission for utilizing signal to realize information, therefore establishes many mobile communication base stations, but existing mobile communication base station
The function that only signal transmits, utilization rate is low, this is just that the use of people brings inconvenience.
Invention content
The purpose of the present invention is to provide a kind of smart city service platforms, to solve mentioned above in the background art ask
Topic.
To achieve the above object, the present invention provides the following technical solutions：
A kind of smart city service platform, including center service platform, monitoring system, mobile client and mobile base station, it is described
Center service platform includes characteristic extracting module, modeling module, analysis and processing module and storage database, and monitoring system includes people
Flow monitoring system, weather environment monitoring system, vehicle monitoring system, chemical plant monitoring system, water quality monitoring system and illumination prison
Examining system, mobile base station include signal receiving/transmission device, display screen and face identification system, and mobile base station is respectively by signal in
Central server platform and monitoring system are connected, and mobile client is connected with center service platform by signal, characteristic extracting module
For carrying out feature extraction to big data to be presented, modeling module is used to monitoring data being incorporated to three-dimensional true City scenarios mould
In type database, analysis and processing module is for analyzing and processing data and sends a command to mobile base station, and storage database is used
In the model data of the three-dimensional true City scenarios of storage structure, stream of people's monitoring system is used to monitor the flow of the people of current street and will
Flow of the people data are sent to center service platform, and weather environment monitoring system is used to monitor current weather ambient conditions and will be meteorological
Environmental data is sent to center service platform, and vehicle monitoring system is used to monitor the vehicle flowrate of current street and by vehicle flowrate data
It is sent to center service platform, chemical plant monitoring system is for monitoring in chemical plant the emission behaviour of toxic pollutant and by data
It is sent to center service platform, water quality monitoring system is used to monitor the water quality situation in waterworks, river and lake and will
Data are sent to center service platform, and illumination monitoring system is used to monitor the switch conditions of urban lighting system and sends data
To center service platform, signal receiving/transmission device is for sending and receiving various data and order, and display screen is for showing convenience-for-people letter
Breath, face identification system are flat for realizing different faces is compared and identified and sends the data to center service
Platform.
As a further solution of the present invention：Monitoring system further includes fuel gas monitoring system, camera monitoring system and leakage
Pyroelectric monitor system, fuel gas monitoring system are imaged for monitoring whether combustion gas leaks and send the data to center service platform
Head monitoring system is for monitoring street situation and sending the data to center service platform, and electric leakage monitoring system is for monitoring electricity
Whether leak electricity and send the data to center service platform in road.
As a further solution of the present invention：Face identification system includes face harvester, and face harvester includes
Active image acquisition device opens collector and collector launches acquisition light to face, then when acquiring facial image
Image is acquired by collector；Acquisition three-dimensional face inventory, which enters to store, in advance generates average three-dimensional face model, people in database
When face acquires, it is accurately positioned the two dimensional character point of collected face, average three-dimensional face mould is added in two-dimension human face characteristic information
In type, three-dimensional face model is synthesized；The Local textural feature that database is stored for face carries out fast coding, generates face
Feature database.
As a further solution of the present invention：Characteristic extracting module includes industrial characteristic extraction module, affair character extraction
Module and temporal characteristics extraction module.
As a further solution of the present invention：Mobile client includes mobile phone, tablet computer, PDA and special equipment.
As a further solution of the present invention：The stream of people monitors system, weather environment monitoring system, vehicle monitoring system, change
Factory's monitoring system, water quality monitoring system and illumination monitoring system are both provided with prior-warning device, and prior-warning device includes light early warning
Device and phonetic warning device.
The management method of the smart city service platform, is as follows：
Step 1 measures urban information, according to the three-dimensional true City scenarios model of the data of measurement structure and will count
It is stored in database according to being stored in；
Step 2, monitoring system are acquired data, and face identification system is acquired face information, monitor system and people
Collected data are sent to center service platform by face identifying system, and the characteristic extracting module of center service platform is to transmission
Data carry out feature extraction, and the data of transmission are incorporated in three-dimensional true City scenarios model database by modeling module, at analysis
Reason module analyzes the data of transmission and is provided processing order, and storage database will be in the data deposit database of transmission
And it is updated；
Step 3, mobile base station receive the order that center service platform is sent and send a command to corresponding monitoring system,
Monitoring system executes order；
Step 4, people input real-time condition or passing situation in the city for needing to inquire in mobile client, mobile
Query Information is sent to center service platform by client, and storage database recalls corresponding data and center service platform
Mobile client is sent the data to, mobile client will show the data.
As a further solution of the present invention：Urban information includes take photo by plane urban information and engineering survey urban information.
Compared with prior art, the beneficial effects of the invention are as follows：The present invention monitors the stream of people, weather environment monitors, vehicle
The different monitoring system such as monitoring is interrelated by center service platform, establishes a comprehensive system, simplifies detection step
Suddenly, the present invention combines model and urban information together, and city operations shape more can be intuitively shown after being incorporated to monitoring data
State and its situation of change reduce the time of the time and problem response of problem investigation, reduce the consume of human and material resources, this
Invention will be provided with face identification system and display screen on mobile base station, can supplement the function of monitoring system, enrich
The function of the present invention, improves utilization rate, development prospect is wide.
Description of the drawings
Fig. 1 is the structural schematic diagram of smart city service platform.
Fig. 2 is the structural schematic diagram that system is monitored in the service platform of smart city.
Fig. 3 is the structural schematic diagram of center service platform in the service platform of smart city.
Wherein：1- center service platforms, 2- monitor system, 3- mobile clients, the mobile base stations 4-, 5- signal transmitting and receivings dress
It sets, 6- display screens, 7- face identification systems, 8- stream of peoples monitoring system, 9- weather environments monitoring system, 10- vehicle monitoring systems,
The chemical plant 11- monitors system, 12- water quality monitoring systems, and 13- illuminates monitoring system, 14- fuel gas monitoring systems, 15- cameras prison
Examining system, 16- electric leakage monitoring systems, 17- characteristic extracting modules, 18- modeling modules, 19- analysis and processing modules, 20- store number
According to library, 21- industrial characteristic extraction modules, 22- affair character extraction modules, 23- temporal characteristics extraction modules.
Specific implementation mode
The technical solution of this patent is described in more detail With reference to embodiment.
Embodiment 1
A kind of smart city service platform, including center service platform 1, monitoring system 2, mobile client 3 and mobile base station 4,
The center service platform includes characteristic extracting module 17, modeling module 18, analysis and processing module 19 and storage database 20, prison
Examining system includes that the stream of people monitors system 8, weather environment monitoring system 9, vehicle monitoring system 10, chemical plant monitoring system 11, water
Quality supervision examining system 12, illumination monitoring system 13, fuel gas monitoring system 14, camera monitoring system 15 and electric leakage monitoring system 16,
Mobile base station 4 includes signal receiving/transmission device 5, display screen 6 and face identification system 7, and mobile base station 4 passes through signal and center respectively
Service platform 1 and monitoring system 2 are connected, and mobile client 3 is connected with center service platform 1 by signal, feature extraction mould
Block 17 is used to carry out feature extraction to big data to be presented, and modeling module 18 is used to monitoring data being incorporated to three-dimensional true city
In scene model data library, analysis and processing module 19 is for analyzing and processing data and sends a command to mobile base station, stores
Database 20 is used to store the model data of the three-dimensional true City scenarios of structure, and the stream of people monitors system 8 for monitoring current street
Flow of the people and flow of the people data are sent to center service platform 1, weather environment monitoring system 9 is for monitoring current weather ring
Weather environment data are simultaneously sent to center service platform 1 by border situation, and vehicle monitoring system 10 is used to monitor the vehicle of current street
Vehicle flowrate data are simultaneously sent to center service platform 1 by flow, and chemical plant monitoring system 11 is for monitoring toxic dirt in chemical plant
It contaminates the emission behaviour of object and sends data to center service platform 1, water quality monitoring system 12 is for monitoring waterworks, river
And water quality situation in lake and center service platform 1 being sent data to, illumination monitoring system 13 is for monitoring city photograph
The switch conditions of bright system simultaneously send data to center service platform 1, and fuel gas monitoring system 14 is for monitoring whether combustion gas lets out
Center service platform 1 is leaked and sends the data to, camera monitoring system 15 is for monitoring street situation and sending out data
Center service platform 1 is given, whether electric leakage monitoring system 16 leaks electricity for observation circuit and send the data to center service
Platform 1, signal receiving/transmission device 5 is for sending and receiving various data and order, and display screen 6 is for showing convenience-for-people information, face
Identifying system 7 is for realizing being compared and identified to different faces and send the data to center service platform 1.Face
Identifying system 7 includes face harvester, and face harvester includes active image acquisition device, when acquiring facial image,
It opens collector and collector launches acquisition light to face, image is then acquired by collector；The three-dimensional people of acquisition in advance
Face inventory enters to store the average three-dimensional face model of generation in database and is accurately positioned the two dimension of collected face when face acquires
Two-dimension human face characteristic information is added in average three-dimensional face model, synthesizes three-dimensional face model by characteristic point；Store database needle
Fast coding is carried out to the Local textural feature of face, generates the feature database of face.
The management method of the smart city service platform, is as follows：
Step 1 measures urban information, according to the three-dimensional true City scenarios model of the data of measurement structure and will count
It is stored in database according to being stored in；
Step 2, monitoring system are acquired data, and face identification system is acquired face information, monitor system and people
Collected data are sent to center service platform by face identifying system, and the characteristic extracting module of center service platform is to transmission
Data carry out feature extraction, and the data of transmission are incorporated in three-dimensional true City scenarios model database by modeling module, at analysis
Reason module analyzes the data of transmission and is provided processing order, and storage database will be in the data deposit database of transmission
And it is updated；
Step 3, mobile base station receive the order that center service platform is sent and send a command to corresponding monitoring system,
Monitoring system executes order；
Step 4, people input real-time condition or passing situation in the city for needing to inquire in mobile client, mobile
Query Information is sent to center service platform by client, and storage database recalls corresponding data and center service platform
Mobile client is sent the data to, mobile client will show the data.
Embodiment 2
A kind of smart city service platform, including center service platform 1, monitoring system 2, mobile client 3 and mobile base station 4,
The center service platform includes characteristic extracting module 17, modeling module 18, analysis and processing module 19 and storage database 20, prison
Examining system includes that the stream of people monitors system 8, weather environment monitoring system 9, vehicle monitoring system 10, chemical plant monitoring system 11, water
Quality supervision examining system 12, illumination monitoring system 13, fuel gas monitoring system 14, camera monitoring system 15 and electric leakage monitoring system 16,
Mobile base station 4 includes signal receiving/transmission device 5, display screen 6 and face identification system 7, and mobile base station 4 passes through signal and center respectively
Service platform 1 and monitoring system 2 are connected, and mobile client 3 is connected with center service platform 1 by signal, feature extraction mould
Block 17 is used to carry out feature extraction to big data to be presented, and modeling module 18 is used to monitoring data being incorporated to three-dimensional true city
In scene model data library, analysis and processing module 19 is for analyzing and processing data and sends a command to mobile base station, stores
Database 20 is used to store the model data of the three-dimensional true City scenarios of structure, and the stream of people monitors system 8 for monitoring current street
Flow of the people and flow of the people data are sent to center service platform 1, weather environment monitoring system 9 is for monitoring current weather ring
Weather environment data are simultaneously sent to center service platform 1 by border situation, and vehicle monitoring system 10 is used to monitor the vehicle of current street
Vehicle flowrate data are simultaneously sent to center service platform 1 by flow, and chemical plant monitoring system 11 is for monitoring toxic dirt in chemical plant
It contaminates the emission behaviour of object and sends data to center service platform 1, water quality monitoring system 12 is for monitoring waterworks, river
And water quality situation in lake and center service platform 1 being sent data to, illumination monitoring system 13 is for monitoring city photograph
The switch conditions of bright system simultaneously send data to center service platform 1, and fuel gas monitoring system 14 is for monitoring whether combustion gas lets out
Center service platform 1 is leaked and sends the data to, camera monitoring system 15 is for monitoring street situation and sending out data
Center service platform 1 is given, whether electric leakage monitoring system 16 leaks electricity for observation circuit and send the data to center service
Platform 1, signal receiving/transmission device 5 is for sending and receiving various data and order, and display screen 6 is for showing convenience-for-people information, face
Identifying system 7 is for realizing being compared and identified to different faces and send the data to center service platform 1.Face
Identifying system 7 includes face harvester, and face harvester includes active image acquisition device, when acquiring facial image,
It opens collector and collector launches acquisition light to face, image is then acquired by collector；The three-dimensional people of acquisition in advance
Face inventory enters to store the average three-dimensional face model of generation in database and is accurately positioned the two dimension of collected face when face acquires
Two-dimension human face characteristic information is added in average three-dimensional face model, synthesizes three-dimensional face model by characteristic point；Store database needle
Fast coding is carried out to the Local textural feature of face, generates the feature database of face.Characteristic extracting module 17 includes industrial characteristic
Extraction module 21, affair character extraction module 22 and temporal characteristics extraction module 23.Mobile client 3 includes mobile phone, tablet electricity
Brain, PDA and special equipment.The stream of people monitors system 8, weather environment monitoring system 9, vehicle monitoring system 10, chemical plant monitoring
System 11, water quality monitoring system 12 and illumination monitoring system 13 are both provided with prior-warning device, and prior-warning device includes light early warning dress
Set with phonetic warning device, neighbouring people and related personnel can be reminded to pay attention to voice broadcast warning information.
The management method of the smart city service platform, is as follows：
Step 1 measures urban information, and urban information includes take photo by plane urban information and engineering survey urban information, according to
The data of measurement build three-dimensional true City scenarios model and store data in storage database；
Step 2, monitoring system are acquired data, and face identification system is acquired face information, monitor system and people
Collected data are sent to center service platform by face identifying system, and the characteristic extracting module of center service platform is to transmission
Data carry out feature extraction, and the data of transmission are incorporated in three-dimensional true City scenarios model database by modeling module, at analysis
Reason module analyzes the data of transmission and is provided processing order, and storage database will be in the data deposit database of transmission
And it is updated；
Step 3, mobile base station receive the order that center service platform is sent and send a command to corresponding monitoring system,
Monitoring system executes order；
Step 4, people input real-time condition or passing situation in the city for needing to inquire in mobile client, mobile
Query Information is sent to center service platform by client, and storage database recalls corresponding data and center service platform
Mobile client is sent the data to, mobile client will show the data.
It is obvious to a person skilled in the art that invention is not limited to the details of the above exemplary embodiments, Er Qie
In the case of without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power
Profit requires rather than above description limits, it is intended that all by what is fallen within the meaning and scope of the equivalent requirements of the claims
Variation is included within the present invention.Any reference signs in the claims should not be construed as limiting the involved claims.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped
Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should
It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
The other embodiment being appreciated that.
Claims (8)
1. a kind of smart city service platform, which is characterized in that including center service platform, monitoring system, mobile client and
Mobile base station, the center service platform include characteristic extracting module, modeling module, analysis and processing module and store database,
Monitoring system includes that the stream of people monitors system, weather environment monitoring system, vehicle monitoring system, chemical plant monitoring system, water quality prison
Examining system and illumination monitoring system, mobile base station include signal receiving/transmission device, display screen and face identification system, mobile base station point
It is not connected with center service platform and monitoring system by signal, mobile client passes through signal phase with center service platform
Even, characteristic extracting module is used to carry out feature extraction to big data to be presented, and modeling module is used to monitoring data being incorporated to three
It ties up in true City scenarios model database, analysis and processing module is for analyzing and processing data and sends a command to mobile base
It stands, storage database is used to store the model data of the three-dimensional true City scenarios of structure, and it is current for monitoring that the stream of people monitors system
Flow of the people data are simultaneously sent to center service platform by the flow of the people in street, and weather environment monitoring system is for monitoring current weather
Weather environment data are simultaneously sent to center service platform by ambient conditions, and vehicle monitoring system is used to monitor the wagon flow of current street
It measures and vehicle flowrate data is sent to center service platform, chemical plant monitoring system is for monitoring toxic pollutant in chemical plant
Emission behaviour simultaneously sends data to center service platform, and water quality monitoring system is for monitoring waterworks, river and lake
In water quality situation and send data to center service platform, illumination monitoring system is used to monitor the switch of urban lighting system
Situation simultaneously sends data to center service platform, and signal receiving/transmission device is shown for sending and receiving various data and order
Screen is for showing that convenience-for-people information, face identification system are compared and identified and send out data for realizing to different face
Give center service platform.
2. smart city service platform according to claim 1, which is characterized in that the monitoring system further includes combustion gas prison
Examining system, camera monitoring system and electric leakage monitoring system, fuel gas monitoring system is for monitoring whether combustion gas leaks and will count
According to center service platform is sent to, camera monitoring system is flat for monitoring street situation and sending the data to center service
Whether platform, electric leakage monitoring system leak electricity for observation circuit and send the data to center service platform.
3. smart city service platform according to claim 1 or 2, which is characterized in that the face identification system includes
Face harvester, face harvester include active image acquisition device.
4. smart city service platform according to claim 3, which is characterized in that the characteristic extracting module includes industry
Characteristic extracting module, affair character extraction module and temporal characteristics extraction module.
5. smart city service platform according to claim 1 or 2, which is characterized in that the mobile client includes hand
Machine, tablet computer, PDA and special equipment.
6. smart city service platform according to claim 5, which is characterized in that the stream of people monitors system, meteorological ring
Border monitoring system, vehicle monitoring system, chemical plant monitoring system, water quality monitoring system and illumination monitoring system are both provided with early warning
Device, prior-warning device include light prior-warning device and phonetic warning device.
7. a kind of management method of smart city service platform as described in claim 1-6 is any, which is characterized in that specific step
It is rapid as follows：
Step 1 measures urban information, according to the three-dimensional true City scenarios model of the data of measurement structure and will count
It is stored in database according to being stored in；
Step 2, monitoring system are acquired data, and face identification system is acquired face information, monitor system and people
Collected data are sent to center service platform by face identifying system, and the characteristic extracting module of center service platform is to transmission
Data carry out feature extraction, and the data of transmission are incorporated in three-dimensional true City scenarios model database by modeling module, at analysis
Reason module analyzes the data of transmission and is provided processing order, and storage database will be in the data deposit database of transmission
And it is updated；
Step 3, mobile base station receive the order that center service platform is sent and send a command to corresponding monitoring system,
Monitoring system executes order；
Step 4, people input real-time condition or passing situation in the city for needing to inquire in mobile client, mobile
Query Information is sent to center service platform by client, and storage database recalls corresponding data and center service platform
Mobile client is sent the data to, mobile client will show the data.
8. the management method of smart city service platform according to claim 7, which is characterized in that the urban information packet
Include take photo by plane urban information and engineering survey urban information.
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| CN109862529A (en) * | 2018-12-19 | 2019-06-07 | 河南大学 | Urban Data acquisition system based on wireless sensor network |
| CN110069477A (en) * | 2019-04-25 | 2019-07-30 | 中潮科技有限公司 | Big data framework method based on smart city data modeling |
| CN110796861A (en) * | 2019-10-31 | 2020-02-14 | 江苏安防科技有限公司 | Remote data acquisition system and method applied to smart city |
| CN111369412A (en) * | 2018-12-25 | 2020-07-03 | 湖北师范大学 | Smart city service platform |
| CN111508229A (en) * | 2020-04-01 | 2020-08-07 | 辽宁百思特达半导体科技有限公司 | Public safety protection alarm device based on wisdom city |
| CN113436408A (en) * | 2021-01-22 | 2021-09-24 | 万司信息技术(上海)股份有限公司 | Smart city security remote sensing monitoring system and method thereof |
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Application publication date: 20181009 |
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