CN108900576A - A kind of intelligence community application service system based on 5G - Google Patents
A kind of intelligence community application service system based on 5G Download PDFInfo
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Abstract
The present invention provides a kind of intelligence community application service system based on 5G, including application service layer, provide various application services by cloud platform and APP software for community and resident；Front end sensing layer acquires community information；Web communication layer is built by a kind of at least following access networking technology, and the novel multi-hop communication of link layer, all things on earth interconnection sensing network, cellular network, local area network, Bluetooth are formed community network communication；Cloud service layer carries out data analysis to the community information that Web communication layer uploads and data stores, and carries out instruction transmission according to the analysis result obtained and information is shown；Data analysis layer is analyzed and processed the collected community information of front end sensing layer；Basic management layer is monitored whole system, maintenance and management.The present invention can provide more intelligent, convenient, efficient service for community and resident, greatly improve the quality of life of resident.The basis of compacting is laid for modernization construction and upgrading of industry industry structure change simultaneously.
Description
Technical field
The present invention relates to internet of things field more particularly to a kind of intelligence community application service systems based on 5G.
Background technique
As the development and 5G technical research of internet and technology of Internet of things enter the new stage, how the relevant technologies are used
So that the life of the mankind is more convenient to become important one of research direction.Smart Planet is proposed from IBM, is existed to Internet of Things
Simple application in smart city, wisdom power grid, then human lives are come into smart home, intelligent use has been increasingly becoming people
Indispensable a part in class life.
Intelligence community application scenarios, related system are developed both at home and abroad at present and operation experience is less, 5G is in intelligence community
The current blank of field application case.Limitation and correlation experience due to original communication technology is less, occurs more problem at present, main
It shows as：In terms of community management, due to present instruction receive-after-transmit time delay, problem identification is difficult, state event location is unintelligible, energy
Source control inaccuracy, problem feed back the presence for the problems such as unstable and information data is dangerous, cause to exist in terms of community management
Very big loophole；In terms of neghborhood services, existing public service system function is incomplete, can not provide for resident in detail
, intelligent, customization, easy-to-use intuitive service function, cause user there is no higher dependence to intellectual product.Execution is fallen
In terms of ground, only part intellectual product enters market at present, and most of Intelligent Support portioned products are used in combination, while intelligence
What intelligent community did not unify carry into execution a plan goes to promote with standardized service system.So while this noun of intelligence community is big
It is well known, but due to the presence of problem above, user does not experience intelligence community intuitively but and mentions to living standard
It rises, living-pattern preservation.
Xu Li et al. is IEEE's《Communication Magazine》On describe a kind of new intelligence community system
Structure：Family, community and service field, and intelligence community is optimized in cellular network, WIFI and Bluetooth network communication
Safety and health application in environment.Sreeram M and Sreeja M is it is also proposed that based on Internet of Things and the 5G communication technology simultaneously
New communication construction builds mode, by relaying laying and low cost intelligent sensor on a large scale network communication cost is dropped
It is low.
According to above-mentioned analysis, 5G communication has been related to it and the framework of intelligence community is built although having studied early period, all
There is no actual solution intelligence community to be served by, all not from the angle for solving community problem, the improvement of the communication technology
Although enabling to intelligence community field to take a step forward with improving for the network architecture, but it is detached from object-oriented, so that product
Project can not allow object acquisition convenient.
Summary of the invention
In view of the above problems, it proposes on the present invention overcomes the above problem or at least be partially solved in order to provide one kind
A kind of intelligence community application service system based on 5G of problem is stated, more intelligent, convenient, height can be provided for community and resident
The service of effect greatly improves the quality of life of resident.Rammer is laid simultaneously for the modernization construction and industry structure change of China
Real basis.
The present invention provides a kind of intelligence community application service system based on 5G, including application service layer, front end perception
Layer, Web communication layer, cloud service layer, data analysis layer and basic management layer, wherein：
Application service layer, for providing various application services by cloud platform and APP software for community and resident；
Front end sensing layer, including by being arranged in inside community, the intelligent terminal on community periphery and various kinds of sensors set up
Interconnection sensor network, for acquiring community information；
Web communication layer is built by a kind of at least following access networking technology, by the novel multi-hop communication of link layer, all things on earth
It interconnects sensing network, cellular network, local area network, Bluetooth and forms community network communication；
Cloud service layer carries out server distribution formula cluster building, the community information for uploading to the Web communication layer
The analysis of progress data and data storage, carry out instruction transmission according to the analysis result obtained and information are shown；
Data analysis layer is deployed in the cloud service layer, for being perceived according to the demand for services of application service layer to front end
The collected community information of layer is analyzed and processed；
Basic management layer, for being monitored to whole system, maintenance and management.
Optionally, the application service layer includes cell microenvironment service, cell intelligent parking service, cell periphery businessman
Entity services, cell intelligent management service, resident's wisdom service for life, at least one of cell mixed reality social interaction server.
Optionally, the cell microenvironment service is implemented as follows：
Real time environment quality information is acquired by the intelligent terminal and various kinds of sensors arranged inside community, and uses weather
Predictive algorithm carries out weather and estimates, so that community resident watches the real time environment situation of interest region by mobile terminal.
Optionally, the cell intelligent parking service is implemented as follows：
The real-time parking information that parking area is acquired by the intelligent terminal and various kinds of sensors arranged inside community, uses
Image analysis carries out parking stall identification, while carrying out longitude and latitude positioning according to number；
The displaying of real-time information is carried out in cloud platform, is stopped so that user is selected by mobile terminal on target area periphery
Parking stall.
Optionally, the cell periphery merchant entities service is implemented as follows：
The intelligent terminal and various kinds of sensors installed by community periphery retail shop acquire real picture information and the shop in shop
Action message is spread, so that community resident watches the real picture information and shop action message in shop by mobile terminal.
The cell intelligent management service is implemented as follows：
Intelligent terminal by the Internet of Things installed in terms of the parking stall of community, street lamp, infrastructure and access control system, shape
At multidirectional interference networks, realize to the infrastructure of community, safety, the energy intelligent management.
Optionally, resident's wisdom service for life is implemented as follows：
By family LAN self-organized network communication network being disposed, to family to controlling intelligent household appliances and water power sensor device
Every life information detected and monitored.
Optionally, the cell mixed reality social interaction server is implemented as follows：
Community is scanned in advance and three-dimensionalreconstruction, constructs corresponding community model；
And according to the perception data of acquisition, virtual reality interaction is carried out.
Optionally, described to be scanned in advance to community and three-dimensionalreconstruction, constructing corresponding community model further comprises：
The exact image information that community periphery is acquired by the visual sensor that community periphery is arranged, using image co-registration and optical field imaging
Technology models the personage of community, building, vehicle, road element.
Optionally, the cloud service layer be also used to by Web communication layer by data analysis result be sent to control centre and
Mobile terminal APP, for the control centre and mobile terminal APP based on the community model constructed in advance to the data received
Carry out Three-dimensional Display.
Optionally, the data analysis layer is specifically used for perceiving front end based on deep learning algorithm, algorithm of target detection
The image information of layer acquisition is analyzed, and is carried out data using machine learning algorithm according to the demand for services of application service layer and melted
Close analysis.
A kind of intelligence community application service system based on 5G provided in an embodiment of the present invention, the system are communicated based on 5G,
The advantages such as, low time delay highly reliable by its, high-speed, high density, low-power consumption, for community and resident provide it is more intelligent, convenient,
Efficient service, greatly improves the quality of life of resident.Rammer is laid simultaneously for modernization construction and upgrading of industry industry structure change
Real basis.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And it can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, the followings are specific embodiments of the present invention.
Detailed description of the invention
By reading the following detailed description of the preferred embodiment, various other advantages and benefits are common for this field
Technical staff will become clear.The drawings are only for the purpose of illustrating a preferred embodiment, and is not considered as to the present invention
Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：
Fig. 1 is a kind of system block diagram of intelligence community application service system based on 5G of the embodiment of the present invention；
Fig. 2 is that a kind of community's example scenario of intelligence community application service system based on 5G of the embodiment of the present invention is shown
Schematic diagram；
Fig. 3 is a kind of function classification schematic diagram of intelligence community application service system based on 5G of the embodiment of the present invention；
Fig. 4 is a kind of system architecture diagram of intelligence community application service system based on 5G of the embodiment of the present invention.
Specific embodiment
Exemplary embodiments of the present disclosure are described in more detail below with reference to accompanying drawings.Although showing the disclosure in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure without should be by embodiments set forth here
It is limited.On the contrary, these embodiments are provided to facilitate a more thoroughly understanding of the present invention, and can be by the scope of the present disclosure
It is fully disclosed to those skilled in the art.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless otherwise will not be explained in an idealized or overly formal meaning by specific definitions.
In order to preferably adapt to the development of new technology, more perfectly agree with the trend of industry.Explore IOT, internet skill
The application scenarios of application and 5G of the art in intelligence community.The present invention is logical in novel link layer multihop network towards intelligence community
Believe under technical foundation, with intelligent sensing network, deep learning, artificial intelligence, distributed edge calculating, pattern-recognition, distribution
The technologies such as cluster and mixed reality, which combine, makes intelligence community application service system platform.The service object of the system includes society
Area administrative staff and community resident provide comprehensive, diversification service for it, while carrying out to community's scene intuitive three-dimensional
It presents.APP and virtual reality interaction mechanism are designed, user experience is enhanced.
Fig. 1 diagrammatically illustrates the system frame of the intelligence community application service system based on 5G of one embodiment of the invention
Figure.The system structure builds the demand for being based primarily upon object-oriented and system requirements sets up.By technology of Internet of things and
Internet technology researches and develops a comprehensive intelligence community service on the basis of the novel link layer multihop network communication technology
System.Referring to Fig.1, the intelligence community application service system based on 5G of the embodiment of the present invention, including application service layer 10, front end
Sensing layer 20, Web communication layer 30, cloud service layer 40, data analysis layer 50 and basic management layer 60, wherein：
Application service layer 10, for providing various application services by cloud platform and APP software for community and resident.
Front end sensing layer 20, including by being arranged in inside community, the intelligent terminal on community periphery and various kinds of sensors set up
Interconnection sensor network, for acquiring community information.Front end sensing layer is mainly to pass through to utilize the intelligent terminal of low cost and each
Class sensor sets up interconnection sensor network, is set by wearable intelligent terminal, intelligent appliance, various kinds of sensors, intelligent monitoring etc.
Standby acquisition community's various information, by being collected analysis processing to the information of acquisition, to the offer of service system function judge according to
It is shown according to available information.It needs to be scanned community early period simultaneously and three-dimensionalreconstruction, production community model builds scene frame
Structure.Its perception terminal can be with 5G communication technology seamless connection.It can satisfy 5G scene transfer condition, be able to bear and accordingly want
It asks.
Web communication layer 30 is built by a kind of at least following access networking technology, by the novel multi-hop communication of link layer, ten thousand
Object interconnects sensing network, cellular network, local area network, Bluetooth and forms community network communication.Building for Web communication layer is main
It is to be built by novel multi-hop link layer ad hoc network with operator, local area network (WIFI, ZigBee etc.) and Bluetooth etc.
Community network communication is formed, is received for signal transmitting and data is transmitted and provide that highly reliable, anti-interference is high, the communication of low time delay
Network.
Cloud service layer 40 carries out server distribution formula cluster building, community's letter for uploading to the Web communication layer
Breath progress data analysis and data storage, carry out instruction transmission according to the analysis result obtained and information are shown.By Hadoop,
The big datas technology such as Hive, Spark, Storm carries out server distribution formula cluster building, while carrying out data analysis and data
Storage.The collected information of institute passes to gateway by Web communication layer, then carries out aggregation process analysis in server cloud
Storage and instruction send work.
Data analysis layer 50 is deployed in the cloud service layer, for being felt according to the demand for services of application service layer to front end
Know that the collected community information of layer is analyzed and processed.The collected data information of various kinds of sensors needs to pass through Web communication layer
It is transferred to Cloud Server, carries out data storage, cloud computing platform is analyzed and processed data by distributed edge calculating, leads to
Deep learning, image analysis, algorithm of target detection are crossed, the technologies such as machine learning algorithm judge the validity of data, realize safety
Early warning analysis, Air Quality Analysis are taken precautions against, then lamp control analysis of strategies and positioning correction analysis etc. refer to effective information or control
Order is sent to administrative center and user APP.In the process, it needs to carry out server distribution formula cluster building by Hadoop,
To meet the needs of processing mass data.
Basic management layer 60, for being monitored to whole system, maintenance and management.Including management level and basal layer,
In, management level are mainly monitored whole system, and maintenance and management carries out instruction transmitting-receiving.Basal layer is to show service system
The service object of system mainly includes community, family and resident.Specifically, can be community and resident by SaaS and APP software
It provides convenient, it is seen that property, it is efficient to service.Community management center can be controlled by SaaS, maintenance, management, monitor intelligence
Intelligent community application service system, user can obtain corresponding service function with APP is crossed.
The intelligence community application service system based on 5G of the embodiment of the present invention, including application service layer, front end sensing layer,
Web communication layer, basal layer, management level, data analysis layer and cloud service layer.Front end sensing layer by the intelligent terminal of magnanimity and
Sensor is embedded in communication module, so that every piece of sensor and every intelligent terminal guarantee communication network as communication small base station
Stability and reliability.Acquire ten several environment numbers such as environment, PM2.5, light, humidity, temperature, the uitraviolet intensity of cell
It is believed that breath, provides true, real-time, small-scale, accurately environmental information, is accurately estimated to future weather.Network
Communication layers interconnect sensing network, cellular network by all things on earth, and local net network is in communication with each other connection, constructs low time delay, high speed
Rate, highly reliable communication network support the sensing data information of magnanimity effectively quickly to transmit and instruct transmitting-receiving.Basal layer, mainly
Tell about the service object of intelligence community, including community management center, resident, businessman, family and third-party vendor of community.Management
Layer, to the infrastructure of community, if street lamp, monitoring and parking lot are controlled, sends instruction by SaaS software.It realizes long-range
Receiving and dispatching mechanism is instructed, manpower, resource and management cost are reduced.Cloud service layer is right by building distributed type assemblies with Hadoop
Data are stored, and carry out processing analysis to data using the calculating of deep learning, machine learning and distributed edge, the knot obtained
Fruit carries out instruction and sends and information displaying.
Fig. 2 illustrates the scene that intelligence community is included in detail.Main object has a community management center, resident, family,
Periphery shop, parking lot, power grid and third party's network communication.Intelligent sensing network distribution is with resident, main trunk road, parking
, each corner such as resident's building and administrative center.It can be realized entire community inside and outside network interconnection intercommunication.
In the embodiment of the present invention, the application service layer includes cell microenvironment service, cell intelligent parking service, cell
Periphery merchant entities service, cell intelligent management service, resident's wisdom service for life, in cell mixed reality social interaction server extremely
It is one few.Application service layer is the core of intelligence community service system.It is fed back by market survey and residential communities, to figure
Shown in 3, the embodiment of the invention provides six big service functions：Intelligent parking service, periphery entity merchant service, mixed reality society
Hand over service, microenvironment service, intelligent management service and wisdom service for life.Each service specific embodiment is said below
It is bright.
Wherein, the cell microenvironment service is implemented as follows：By the intelligent terminal arranged inside community and all kinds of
Sensor acquires real time environment quality information, and carries out weather using weather predictive algorithm and estimate, so that community resident passes through shifting
The real time environment situation of dynamic terminal viewing interest region.In a particular application, cell microenvironment service, in the main road of community
Intelligent terminal is laid in road and region, and intelligent terminal is integrated with several sensors of light, PM2.5, ultraviolet light, humidity, temperature etc. ten,
Real-time monitoring, solution are carried out to the environmental quality within 50-100 meters of circumference using novel link layer multi-hop interconnected communication technology simultaneously
Certainly traditional environment quality testing is in real-time, validity and zonal limitation.Day is carried out using weather predictive algorithm simultaneously
Gas is estimated, and community resident can watch the real time environment information of interest region directly on mobile phone.
Wherein, the cell intelligent parking service is implemented as follows：By the intelligent terminal of arrangement inside community and respectively
Class sensor acquire parking area real-time parking information, using image analysis carry out parking stall identification, while according to number into
Latitude of passing through positioning；The displaying of real-time information is carried out in cloud platform, so that user is by mobile terminal on target area periphery
Selected parking stall.In a particular application, cell intelligent parking service, intelligent terminal are installed camera, are carried out using image analysis
Parking stall identification, while longitude and latitude positioning is carried out according to number, the displaying of real-time information is carried out on platform.User can be real-time
, effectively target area periphery select parking stall, then navigate to destination, while needing to meet following demand：1) eventually
It is formed and is interconnected between end and terminal, form the edge calculations ability of scene analysis；2) it is passed when corresponding to the image sum number of event factually
It is defeated to be handled to data center；3) under the complex scenes such as outdoor and interior, the accurate fixed of meter level is provided to fixed and mobile terminal
Position.
Wherein, the cell periphery merchant entities service is implemented as follows：The intelligence installed by community periphery retail shop
The real picture information and shop action message of terminal and various kinds of sensors acquisition shop, so that community resident passes through mobile terminal
Watch the real picture information and shop action message in shop.In a particular application, community periphery entity merchant service, on periphery
Intelligent terminal is installed by retail shop, and while detecting surrounding enviroment information, user can watch the real picture letter in shop on APP
Breath and shop action message.Allow user that can in real time, efficiently, easily recognize the various information of cell periphery businessman.
It needs to meet：In certain regional scope, quantity and the communication distance configuration of terminal provide the indoor external signal covering of network.
Wherein, the cell intelligent management service is implemented as follows：By being set on the parking stall of community, street lamp, basis
The intelligent terminal for the Internet of Things installed in terms of applying with access control system, forms multidirectional interference networks, realizes the infrastructure to community, peace
Entirely, the intelligent management of the energy.In a particular application, cell intelligent management service, in parking stall, street lamp, infrastructure and gate inhibition
System aspects install the intelligent terminal of magnanimity Internet of Things, form multidirectional interference networks.The advantages of doing so：1. being capable of unified allocation of resources road
Lamp illumination, simultaneously as a large amount of artificial and power cost can be saved the characteristics of the technology low-power consumption；2. passing through intelligent terminal
Camera shooting, situation in cell can be monitored in real time on mobile phone, the function of security administration can be reached；3. by parking stall
Detection and analysis can obtain certain improvement effect to the chaotic non-standard phenomena that stops；4. installing a large amount of intelligence inside community
Energy terminal device, can make community realize future network all standing, have pole to the monitoring, management and image enhancing of entire community
Its important meaning.Need to meet following demand：1) it being in communication with each other between infrastructure and is controlled in cell；2) picture pick-up device
Between be in communication with each other and cooperate with target acquisition edge calculations；3) the long-range control and identification of gate inhibition；4) intelligent terminal is collected into
Mass data it is real-time processing and information show.
Wherein, resident's wisdom service for life is implemented as follows：By to controlling intelligent household appliances and water power sensor
Equipment disposes family LAN self-organized network communication network, every life information of family is detected and monitored.In concrete application
In, community resident's wisdom service for life, by disposing family LAN from group to the equipment such as controlling intelligent household appliances and water power sensor
Netcom's communication network is detected and is monitored to the every terms of information of family.To the safety of family, the efficient of the energy is utilized and life
Convenience has higher castering action.
Wherein, the cell mixed reality social interaction server is implemented as follows：Community is scanned in advance and Three-dimensional Gravity
Structure constructs corresponding community model；And according to the perception data of acquisition, virtual reality interaction is carried out.It is described in advance to community into
Row scanning and three-dimensionalreconstruction, constructing corresponding community model further comprises：It is adopted by the visual sensor that community periphery is arranged
The exact image information for collecting community periphery, using image co-registration and optical field imaging technology, to the personage of community, building, vehicle, road
Road element is modeled.In a particular application, cell mixed reality social interaction server, using 5G communication, computer vision and data
The technologies such as analysis, spatial modeling and virtual reality fusion, in community, installation various kinds of sensors carries out comprehensive data acquisition, and utilization is novel
Multihop network characteristic guarantees low delay, high bandwidth and the high stable of communication.Data fusion technique is utilized simultaneously, is solved a large amount of different
The synchronous communication and interaction problems of structure data.
Under with the application environment of 5G, on the basis of obtaining a large amount of perception data, merged using optical field imaging, multiple spot,
The technologies such as multi-party communication, virtual reality interaction, make real-time, interactive type mixed reality (Real-time Interactive
Mixed Reality) application service system, realize the virtual reconstruction to real-time community information, and special using the advantage of AR/VR
Point builds the virtually seamless user experience with real double-direction control, real-time, interactive.Based on a large amount of visual sensor, I
Acquire the exact image information on community periphery, using image co-registration and optical field imaging technology, to the personage of community, building, vehicle
, the elements such as road carry out Accurate Model, the development meetings of 5G and edge calculations so that the step for become it is more accurate with it is real-time
Change.
Wherein, the cloud service layer is also used to that data analysis result is sent to control centre and shifting by Web communication layer
Dynamic terminal APP, for the control centre and mobile terminal APP based on the community model constructed in advance to the data received into
Row Three-dimensional Display.Further, the data analysis layer is specifically used for based on deep learning algorithm, algorithm of target detection to preceding
The image information of end sensing layer acquisition is analyzed, and is carried out according to the demand for services of application service layer using machine learning algorithm
Data fusion analysis.
Specifically, the mixed reality of cell is combined into one virtual world and real world, online and offline scene
Depth integration is formed, the accessible real-time VR scene of user on line forms seamless exchange mutually in real scene with user under line
It is dynamic, and the user under line can be presented by the AR effect of real scene and form seamless exchange and interdynamic with user on line.
For Fig. 4, operation flow is set by wearable intelligent terminal, various kinds of sensors and intelligent appliance etc.
It is standby, data information is collected, real-time edge calculations are done by novel link layer multi-hop network technology and are handled, cloud is passed to,
Cloud carries out data storage, is further processed analysis, and result is then sent to control centre and display in cell phone application.
A kind of intelligence community application service system based on 5G provided in an embodiment of the present invention, passes through novel link layer multi-hop
The communication technology disposes ad hoc network, low cost, low-power consumption, highly reliable, anti-interference, can adapt to the technical requirements of 5G technology.Simultaneously
By collectively constituting community's communication network with the local area network of intelligence sensor and WIFI, ZigBee formation, the energy under the basis of 5G
Enough low time delays for guaranteeing communication, highly reliable, low energy consumption requirement.Build cloud service platform, the information that various kinds of sensors is collected into
Data, to Cloud Server, are analyzed and processed data by technologies such as deep learning, machine learning by communication network transmission.
Effective information is finally sent to control centre and is showed to user's APP mobile phone, is provided more intelligently, just for community and resident
Benefit, efficient service, greatly improve the quality of life of resident.By using Internet technology and technology of Internet of things, in addition new
Generation network communication technology makes a kind of completely new intelligence community application service system, it is therefore an objective to improve quality of residents'life, visit
Rope 5G application scenarios and propulsion Modern industrial transition.
In addition, it is stored thereon with computer program the embodiment of the invention also provides a kind of computer readable storage medium,
The program realizes the function of system as described above when being executed by processor.
In the present embodiment, if module/unit that the intelligence community application service system based on 5G integrates is with software
The form of functional unit is realized and when sold or used as an independent product, can store in a computer-readable storage
In medium.Based on this understanding, the present invention realizes all or part of the process in above-described embodiment method, can also pass through meter
Calculation machine program is completed to instruct relevant hardware, and the computer program can be stored in a computer readable storage medium
In, the computer program is when being executed by processor, it can be achieved that the step of above-mentioned each embodiment of the method.Wherein, the calculating
Machine program includes computer program code, and the computer program code can be source code form, object identification code form, can hold
Style of writing part or certain intermediate forms etc..The computer-readable medium may include：The computer program code can be carried
Any entity or device, recording medium, USB flash disk, mobile hard disk, magnetic disk, CD, computer storage, read-only memory (ROM,
Read-Only Memory), random access memory (RAM, Random Access Memory), electric carrier signal, telecommunications letter
Number and software distribution medium etc..It should be noted that the content that the computer-readable medium includes can be managed according to the administration of justice
Local legislation and the requirement of patent practice carry out increase and decrease appropriate, such as in certain jurisdictions, according to legislation and patent
Practice, computer-readable medium does not include electric carrier signal and telecommunication signal.
It will be appreciated by those of skill in the art that although some embodiments in this include included in other embodiments
Certain features rather than other feature, but the combination of the feature of different embodiments means to be within the scope of the present invention simultaneously
And form different embodiments.For example, in the following claims, the one of any of embodiment claimed all may be used
Come in a manner of in any combination using.
Finally it should be noted that：The above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that：It still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. a kind of intelligence community application service system based on 5G, which is characterized in that including application service layer, front end sensing layer,
Web communication layer, cloud service layer, data analysis layer and basic management layer, wherein：
Application service layer, for providing various application services by cloud platform and APP software for community and resident；
Front end sensing layer, including by being arranged in inside community, the intelligent terminal on community periphery and various kinds of sensors set up interconnection
Sensing network, for acquiring community information；
Web communication layer is built by a kind of at least following access networking technology, the novel multi-hop communication of link layer, all things on earth is interconnected
Sensing network, cellular network, local area network, Bluetooth form community network communication；
Cloud service layer carries out server distribution formula cluster building, and the community information for uploading to the Web communication layer carries out
Data analysis and data storage, carry out instruction transmission according to the analysis result obtained and information are shown；
Data analysis layer is deployed in the cloud service layer, for being adopted according to the demand for services of application service layer to front end sensing layer
The community information collected is analyzed and processed；
Basic management layer, for being monitored to whole system, maintenance and management.
2. the intelligence community application service system according to claim 1 based on 5G, which is characterized in that the application service
Layer include the service of cell microenvironment, cell intelligent parking service, cell periphery merchant entities service, cell intelligent management service,
Resident's wisdom service for life, at least one of cell mixed reality social interaction server.
3. the intelligence community application service system according to claim 2 based on 5G, which is characterized in that the cell micro-loop
Border service is implemented as follows：
Real time environment quality information is acquired by the intelligent terminal and various kinds of sensors arranged inside community, and is estimated using weather
Algorithm carries out weather and estimates, so that community resident watches the real time environment situation of interest region by mobile terminal.
4. the intelligence community application service system according to claim 2 based on 5G, which is characterized in that the cell intelligence
Parking service is implemented as follows：
The real-time parking information that parking area is acquired by the intelligent terminal and various kinds of sensors arranged inside community, using image
Analysis carries out parking stall identification, while carrying out longitude and latitude positioning according to number；
The displaying of real-time information is carried out in cloud platform, so that user is by mobile terminal in the selected parking in target area periphery
Position.
5. the intelligence community application service system according to claim 2 based on 5G, which is characterized in that the cell periphery
Merchant entities service is implemented as follows：
The intelligent terminal and various kinds of sensors installed by community periphery retail shop acquire the real picture information in shop and shop is lived
Dynamic information, so that community resident watches the real picture information and shop action message in shop by mobile terminal.
The cell intelligent management service is implemented as follows：
Intelligent terminal by the Internet of Things installed in terms of the parking stall of community, street lamp, infrastructure and access control system is formed more
To interference networks, realize to the infrastructure of community, safety, the energy intelligent management.
6. the intelligence community application service system according to claim 2 based on 5G, which is characterized in that resident's wisdom
Service for life is implemented as follows：
By family LAN self-organized network communication network being disposed, to each of family to controlling intelligent household appliances and water power sensor device
Item life information is detected and is monitored.
7. the intelligence community application service system according to claim 2 based on 5G, which is characterized in that the cell mixing
Real social interaction server is implemented as follows：
Community is scanned in advance and three-dimensionalreconstruction, constructs corresponding community model；
And according to the perception data of acquisition, virtual reality interaction is carried out.
8. the intelligence community application service system according to claim 7 based on 5G, which is characterized in that described in advance to society
Area is scanned and three-dimensionalreconstruction, constructs corresponding community model and further comprises：The visual sensing arranged by community periphery
Device acquires the exact image information on community periphery, using image co-registration and optical field imaging technology, to the personage of community, building, vehicle
, road element modeled.
9. the intelligence community application service system according to claim 8 based on 5G, which is characterized in that the cloud service layer
It is also used to that data analysis result is sent to control centre and mobile terminal APP by Web communication layer, in the control
The heart and mobile terminal APP carry out Three-dimensional Display to the data received based on the community model constructed in advance.
10. the intelligence community application service system according to claim 1 based on 5G, which is characterized in that the data point
Layer is analysed, is analyzed specifically for the image information acquired based on deep learning algorithm, algorithm of target detection to front end sensing layer,
And data fusion analysis is carried out using machine learning algorithm according to the demand for services of application service layer.
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