CN102663577A - Smart city internet of things system based on cloud platform - Google Patents
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Abstract
The invention discloses a smart city internet of things system based on a cloud platform. The smart city internet of things system comprises a cloud platform data center, an external equipment connecting and converting port, a face recognition system, a vehicle track management system and a chemical park security management and pre-warning system. The external equipment connecting and converting port is used for connecting external equipment to realize transmission and intercommunication of resources; the face recognition system realizes locating and real-time monitoring on suspicious people; the vehicle track management system monitors vehicles in real time and is connected with a police geographic information system through the cloud platform data center so as to find dispatching or regulation-violating vehicles; and the chemical park security management and pre-warning system inputs types, features, leakage or discharge positions of common toxic pollutant into the cloud platform data center which locates warning position and probable diffusion range according to signals sent by a sensor and timely adopts emergency measures. The smart city internet of things system carries out deep integration based on cloud computation technology and integrates subsystems into a uniform platform so as to avoid reconstruction; and the smart city internet of things system provided by the invention has significance for security, effective management and environmental protection of a city.
Description
Technical field
The present invention relates to a kind of wisdom city thing contact system, be meant a kind of wisdom city thing contact system especially based on the cloud platform.
Background technology
Internet of Things is the revolution for the third time of infotech after computer technology, Internet technology.It gives thing with wisdom, makes thing obtain perception or by the ability of perception.This will fundamentally change the present life style of city dweller; Can both play an important role in a plurality of fields such as intelligent transportation, environmental protection, government work, public safety, safety home, intelligent security guard, industry monitoring, old man's nursing, personal healths; Improve the life of urban resident quality, and finally form intelligent things system---the wisdom city in city.Yet present wisdom city thing contact system all is that function ratio is more single, just for certain function of simple realization; Such as the traffic management, these networks generally all are private networks, and a lot of information all are individualisms; Like certain information of the omnibearing inquiry of needs; Then need the inter-network inquiry, its inquiry is very inconvenient, has wasted a large amount of resources like this.Information integrated in addition containing much information, it is very slow with inquiry velocity that system moves, resource is transferred, thereby restricted its development.
Summary of the invention
Technical matters to be solved by this invention is: a kind of wisdom city thing contact system based on the cloud platform is provided; This wisdom city thing contact system; Carrying out the degree of depth based on the cloud computing technology integrates; Each sub-systems is integrated in the unified platform, avoids overlapping construction, safety precaution, high-efficiency management, the environmental protection in city had crucial effect.
For solving the problems of the technologies described above; Technical scheme of the present invention is: a kind of wisdom city thing contact system based on the cloud platform, comprise cloud platform data center, and the computing data are split into numerous less subdata; After the bulky systems computational analysis of being formed by the multi-section server result is returned to the user; Build based on the Hadoop framework at said cloud platform data center, adopts the mode of distributed storage, Distributed Calculation, mass data analyzing and processing, satisfies the data processing requirement; The said distributed storage utilization HDFS form of increasing income is realized distributed storage; Said Distributed Calculation utilization is divided into several fine-grained subtasks based on the MapReduce pattern of cloud platform with large-scale task; The subtask is distributed dispatches and calculates on a plurality of computing nodes; Each node is periodically returned the work of accomplishing and the updating record of state; If keeping silent, a partial node surpasses a preset time interval; Host node is noted this node state for dead, and is dealt into other partial node to the data of distributing to this node, and said mass data analyzing and processing utilizes the Hbase database to realize; External equipment is connected translation interface, be used to connect external unit and realize resource transmission intercommunication; Face identification system, said face identification system docks with GIS-Geographic Information System with alert through cloud platform data center, realizes a suspect's location and monitoring in real time; Track of vehicle management system, said track of vehicle management system are to various Vehicular real time monitorings, and the identification maneuver number plate of vehicle docks with GIS-Geographic Information System with alert through cloud platform data center automatically, in time finds to deploy to ensure effective monitoring and control of illegal activities or vehicles peccancy; Safety management of chemical industry garden and early warning system; Kind, character, leakage or the exhaust position of common toxic pollutant are input to cloud platform data center; Sensor places the leakage or the exhaust position in chemical industry garden; In time take emergency measures according to the signal framing alarm position of sensor and possible range of scatter in cloud platform data center.
Wherein, said face identification system comprises people's face harvester, and said people's face harvester comprises active near-infrared image collector; When gathering facial image; Open near infrared light LED, launch near infrared light, then through near-infrared image collector images acquired to people's face; Gathering the three-dimensional face stock in advance goes into to generate average three-dimensional face model in the cloud platform data in the heart; When people's face is gathered; Accurately the two dimensional character point of people's face is gathered in the location, and the two-dimension human face characteristic information is added in the average three-dimensional face model, synthetic three-dimensional face model; Cloud platform data center needle carries out fast coding to the local grain characteristic of people's face, generates the feature database of people's face, realizes different people's faces is compared and discerns.
Wherein, said track of vehicle management system comprises
The read head that in street lamp, embeds the RFID radio frequency forms intelligent road-lamp, makes each street lamp constitute a communications node;
Sensing label with this automotive license plate information is installed on automobile; The object vehicle that has sensing label is passed the signal to position and the action situation that cloud platform data center obtains automobile through the intelligent road-lamp zone by perception.
After having adopted technique scheme, effect of the present invention is: owing to through Internet of Things huge computing data are split into numerous less subdata, after the bulky systems computational analysis of being made up of the multi-section server result is returned to the user.Could satisfy the performance requirement of different application occasion like this; Such as the big flow bandwidth applications of recognition of face class, track of vehicle continuously the low frequency non real-time of type of location high frequency time low discharge and environmental index detection type low discharge use, HDFS is a high fault tolerance, can be deployed in cheaply on the hardware; HDFS provides high-throughput ground application programs data access; It is fit to the application program of large data sets, thereby through cloud platform data center data is integrated, stores, handled the recognition of face monitoring, and track of vehicle query monitor and chemical industry garden dangerous matter sources monitoring and scheduling combine; And data processing is fast; Storage capacity is big, is convenient to high-efficiency management, avoids overlapping construction.
Embodiment
Through specific embodiment the present invention is made further detailed description below.
A kind of wisdom city thing contact system based on the cloud platform; Comprise cloud platform data center; The computing data are split into numerous less subdata; After the bulky systems computational analysis of being made up of the multi-section server result is returned to the user, build based on the Hadoop framework at said cloud platform data center, for the analyzing and processing of magnanimity information provides infrastructure service.Utilization supplies the cloud application call with the computing power service of being packaged into; Satisfy the requirement that inserts cloud platform sector application nuclear interface standardizing and high-performance calculation ability; Adopt the mode of distributed storage, Distributed Calculation, mass data analyzing and processing, satisfy the data processing requirement;
Said distributed storage utilizes that the storage resources of multiple servers satisfies the unappeasable storage demand of separate unit server in the cloud environment, and its utilization HDFS form of increasing income is realized distributed storage; Distributed memory system disperses data to be stored on the equipment of many platform independent exactly.Distributed storage adopts extendible system architecture, utilizes many storage servers to share the storage load, utilizes location server location canned data, and it has not only improved reliability, availability and the access efficiency of system, also is easy to expansion.
Said Distributed Calculation utilization realizes that based on the MapReduce pattern of cloud platform " Map (mapping) " is the software architectures by the Google proposition with " Reduce (abbreviation) " these two notions." Map (mapping) " realizes reliability to each node that the large-scale operation to data set is distributed on the network; Each node can periodically be returned the work of accomplishing and the updating record of state.Surpass a preset time interval if a partial node is kept silent, host node is noted this node state for dead, and is dealt into other partial node to the data of distributing to this partial node.In " Reduce (abbreviation) " operation element mode since abbreviation to operate in parallel ability relatively poor, host node can be tried one's best an abbreviation operation scheduling on a partial node, perhaps on the near as far as possible partial node of the data that need operation.
Said mass data analyzing and processing utilizes the Hbase database to realize; Searching mass data is needed a large-scale distributed data storage, and the traditional relational database lacks retractility, can only carry out on the separate unit server node usually.In case the ability of single node arrives at the upper limit, must distribute load through the outer expansion of multiserver node dealing.At this time the complicacy of relational database has just influenced expansion scale that it is potential greatly, attempts to expand to hundreds and thousands of nodes, will cause extremely complicated huge maintenance, and this is impracticable in reality.
Hbase is the realization of increasing income of Google BigTable, and this database is not the database of relational expression, but a huge form, is used for the data of structured, and it has the following advantages:
1) property extending transversely is strong.Concerning the cloud platform data center applications scene of wisdom city, the message data at cloud platform data center is huge, and the read-write amount of every day is very big, the dilatation selection that is inevitable, and HBase can make the data dilatation be very easy to, and supports very high writing to handle up.
2) concentricity in same data, can guarantee stronger consistance, come the storing message data with HBase, need one on the business and can guarantee conforming data storage.
3) have good in machine-readable performance.
4) high availability, the fault restorability.Because the wisdom city thing contact system data volume based on the cloud platform is big, the machine of distribution also maybe be a lot, are out of order or to carry out some daily upgrade job meetings more frequent, and needing to have the very system of high availability, so the high availability of Hbase just satisfies.
5) mistake isolation.The mistake of a node can not have influence on other node, and disk failure only can exert an influence to corresponding small-scale data.
External equipment is connected translation interface, be used to connect external unit and realize resource transmission intercommunication; Translation interface generally can be connected with geography information, public security department's network, GIS-Geographic Information System with peripheral operation terminal computer, police.
Face identification system, said face identification system docks with GIS-Geographic Information System with alert through cloud platform data center, realizes a suspect's location and monitoring in real time; Wherein, Said face identification system comprises people's face harvester; Said people's face harvester comprises active near-infrared image collector, in order to guarantee the stable of facial image and under the situation of unglazed photograph, also to collect facial image, behind optical lens, has added a slice long wave pass filter; Only allow near infrared light can pass optical filter, remaining light all can not get into.When gathering facial image, open near infrared light LED, launch near infrared light to people's face, then through near-infrared image collector images acquired; Gathering the three-dimensional face stock in advance goes into to generate average three-dimensional face model in the cloud platform data in the heart; When people's face is gathered; Accurately the two dimensional character point of people's face is gathered in the location, and the two-dimension human face characteristic information is added in the average three-dimensional face model, synthetic three-dimensional face model; Thereby not influenced by any photo, video and three-dimensional model, carry out living body determination accurately; Cloud platform data center needle carries out fast coding to the local grain characteristic of people's face, generates the feature database of people's face, realizes different people's faces is compared and discerns, and can effectively eliminate the influence to recognition of face such as human face expression, jewelry, beard.Certainly, can also set up people's face Ageing Model,, generate all ages and classes section mapping table, not receive the influence of change of age through people's face texture feature of statistical study all ages and classes section.
Track of vehicle management system, said track of vehicle management system are to various Vehicular real time monitorings, and the identification maneuver number plate of vehicle docks with GIS-Geographic Information System with alert through cloud platform data center automatically, in time finds to deploy to ensure effective monitoring and control of illegal activities or vehicles peccancy; Wherein, said track of vehicle management system is included in the read head that embeds the RFID radio frequency in the street lamp and forms intelligent road-lamp, makes each street lamp constitute a communications node; Sensing label with this automotive license plate information is installed on automobile; The object vehicle that has sensing label is passed the signal to position and the action situation that cloud platform data center obtains automobile through the intelligent road-lamp zone by perception.Its signal transfer mode can be WIFI, 3G, Ethernet etc., obtains the position and the action situation of automobile on the computing machine of any networking.
Safety management of chemical industry garden and early warning system; Kind, character, leakage or the exhaust position of common toxic pollutant are input to cloud platform data center; Sensor places the leakage or the exhaust position in chemical industry garden; In time take emergency measures according to the signal framing alarm position of sensor and possible range of scatter in cloud platform data center.
Claims (3)
1. the wisdom city thing contact system based on the cloud platform is characterized in that: comprise
Cloud platform data center; The computing data are split into numerous less subdata; After the bulky systems computational analysis of being formed by the multi-section server result is returned to the user; Build based on the Hadoop framework at said cloud platform data center, adopts the mode of distributed storage, Distributed Calculation, mass data analyzing and processing, satisfies the data processing requirement; The said distributed storage utilization HDFS form of increasing income is realized distributed storage; Said Distributed Calculation utilization is divided into several fine-grained subtasks based on the MapReduce pattern of cloud platform with large-scale task; The subtask is distributed dispatches and calculates on a plurality of computing nodes; Each node is periodically returned the work of accomplishing and the updating record of state; If keeping silent, a partial node surpasses a preset time interval; Host node is noted this node state for dead, and is dealt into other partial node to the data of distributing to this node, and said mass data analyzing and processing utilizes the Hbase database to realize;
External equipment is connected translation interface, be used to connect external unit and realize resource transmission intercommunication;
Face identification system, said face identification system docks with GIS-Geographic Information System with alert through cloud platform data center, realizes a suspect's location and monitoring in real time;
Track of vehicle management system, said track of vehicle management system are to various Vehicular real time monitorings, and the identification maneuver number plate of vehicle docks with GIS-Geographic Information System with alert through cloud platform data center automatically, in time finds to deploy to ensure effective monitoring and control of illegal activities or vehicles peccancy;
Safety management of chemical industry garden and early warning system; Kind, character, leakage or the exhaust position of common toxic pollutant are input to cloud platform data center; Sensor places the leakage or the exhaust position in chemical industry garden; In time take emergency measures according to the signal framing alarm position of sensor and possible range of scatter in cloud platform data center.
2. a kind of wisdom city thing contact system as claimed in claim 1 based on the cloud platform; It is characterized in that: said face identification system comprises people's face harvester; Said people's face harvester comprises active near-infrared image collector, when gathering facial image, opens near infrared light LED; Launch near infrared light to people's face, then through near-infrared image collector images acquired; Gathering the three-dimensional face stock in advance goes into to generate average three-dimensional face model in the cloud platform data in the heart; When people's face is gathered; Accurately the two dimensional character point of people's face is gathered in the location, and the two-dimension human face characteristic information is added in the average three-dimensional face model, synthetic three-dimensional face model; Cloud platform data center needle carries out fast coding to the local grain characteristic of people's face, generates the feature database of people's face, realizes different people's faces is compared and discerns.
3. a kind of wisdom city thing contact system based on the cloud platform as claimed in claim 2, it is characterized in that: said track of vehicle management system comprises
The read head that in street lamp, embeds the RFID radio frequency forms intelligent road-lamp, makes each street lamp constitute a communications node;
Sensing label with this automotive license plate information is installed on automobile; The object vehicle that has sensing label is passed the signal to position and the action situation that cloud platform data center obtains automobile through the intelligent road-lamp zone by perception.
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Cited By (31)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102929933A (en) * | 2012-09-21 | 2013-02-13 | 北京世纪高通科技有限公司 | Data processing method and device |
| CN102982408A (en) * | 2012-11-05 | 2013-03-20 | 中国电力科学研究院 | Large-scale electric car operation monitoring platform based on cloud computing |
| CN103207889A (en) * | 2013-01-31 | 2013-07-17 | 重庆大学 | Method for retrieving massive face images based on Hadoop |
| CN103312791A (en) * | 2013-05-24 | 2013-09-18 | 上海和伍新材料科技有限公司 | Internet of things heterogeneous data storage method and system |
| CN103338261A (en) * | 2013-07-04 | 2013-10-02 | 北京泰乐德信息技术有限公司 | Storage and processing method and system of rail transit monitoring data |
| CN103581667A (en) * | 2013-11-08 | 2014-02-12 | 浙江工商大学 | Intelligentized city safety precautionary method based on wireless sensor network technology |
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| CN104253819A (en) * | 2014-10-14 | 2014-12-31 | 活点信息技术有限公司 | Smart city cloud security architecture |
| CN104809180A (en) * | 2014-12-15 | 2015-07-29 | 安徽四创电子股份有限公司 | Method for identifying illegal operation vehicle based on non-supervision intelligent learning algorithm |
| CN104866605A (en) * | 2015-06-03 | 2015-08-26 | 江苏马上游科技股份有限公司 | Mapreduce frame-based internet of things system |
| CN105319985A (en) * | 2014-08-01 | 2016-02-10 | 北京航天智控监测技术研究院 | Cloud smart simulation monitoring and management platform |
| CN105512990A (en) * | 2015-12-15 | 2016-04-20 | 中智城信息科技（苏州）有限公司 | City management analysis system based on internet of lamp sensor groups |
| CN105786942A (en) * | 2015-11-27 | 2016-07-20 | 武汉大学 | Geographic information storage system based on cloud platform |
| CN106067009A (en) * | 2016-06-27 | 2016-11-02 | 格林菲尔智能科技江苏有限公司 | A kind of smart city road face identification system |
| CN103699677B (en) * | 2013-12-31 | 2017-01-04 | 河海大学常州校区 | A kind of criminal's whereabouts mapping system and method based on face recognition technology |
| CN106439656A (en) * | 2016-10-28 | 2017-02-22 | 江苏中标节能科技发展股份有限公司 | Human face recognition system and intelligent street lamp |
| CN106809223A (en) * | 2017-02-16 | 2017-06-09 | 常文作 | A kind of intelligent track traffic system |
| CN107067159A (en) * | 2017-03-09 | 2017-08-18 | 深圳华博高科光电技术有限公司 | Smart city management and dispatching plateform system |
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| CN114281034A (en) * | 2021-12-03 | 2022-04-05 | 上海机器人产业技术研究院有限公司 | Intelligent middle platform system based on park robot application |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1609907A (en) * | 2003-10-17 | 2005-04-27 | 施俊 | Vehicle and person identification and positioning method and traffic information collecting system |
| CN1818977A (en) * | 2006-03-16 | 2006-08-16 | 上海交通大学 | Fast human-face model re-construction by one front picture |
| CN101339670A (en) * | 2008-08-07 | 2009-01-07 | 浙江工业大学 | Computer auxiliary three-dimensional craniofacial rejuvenation method |
| CN101853427A (en) * | 2009-09-22 | 2010-10-06 | 上海卓扬科技有限公司 | Police affair information management and application integration system |
| CN102306350A (en) * | 2011-08-29 | 2012-01-04 | 苏州盛世华安智能科技有限公司 | Intelligent city internet of things system |
-
2012
- 2012-04-13 CN CN2012101075909A patent/CN102663577A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1609907A (en) * | 2003-10-17 | 2005-04-27 | 施俊 | Vehicle and person identification and positioning method and traffic information collecting system |
| CN1818977A (en) * | 2006-03-16 | 2006-08-16 | 上海交通大学 | Fast human-face model re-construction by one front picture |
| CN101339670A (en) * | 2008-08-07 | 2009-01-07 | 浙江工业大学 | Computer auxiliary three-dimensional craniofacial rejuvenation method |
| CN101853427A (en) * | 2009-09-22 | 2010-10-06 | 上海卓扬科技有限公司 | Police affair information management and application integration system |
| CN102306350A (en) * | 2011-08-29 | 2012-01-04 | 苏州盛世华安智能科技有限公司 | Intelligent city internet of things system |
Non-Patent Citations (1)
| Title |
|---|
| BRAD HEDLUND: "Understanding Hadoop Clusters and the Network", 《BIG DATA, FABRICS, FEATURED, HADOOP，获取自INTERNET：HTTP://BRADHEDLUND.COM/2011/09/10/UNDERSTANDING-HADOOP-CLUSTERS-AND-THE-NETWORK/》 * |
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| CN104866605A (en) * | 2015-06-03 | 2015-08-26 | 江苏马上游科技股份有限公司 | Mapreduce frame-based internet of things system |
| CN105786942B (en) * | 2015-11-27 | 2019-11-26 | 武汉大学 | A kind of geography information storage system based on cloud platform |
| CN105786942A (en) * | 2015-11-27 | 2016-07-20 | 武汉大学 | Geographic information storage system based on cloud platform |
| CN105512990A (en) * | 2015-12-15 | 2016-04-20 | 中智城信息科技（苏州）有限公司 | City management analysis system based on internet of lamp sensor groups |
| CN106067009A (en) * | 2016-06-27 | 2016-11-02 | 格林菲尔智能科技江苏有限公司 | A kind of smart city road face identification system |
| CN106439656A (en) * | 2016-10-28 | 2017-02-22 | 江苏中标节能科技发展股份有限公司 | Human face recognition system and intelligent street lamp |
| CN108230209A (en) * | 2016-12-13 | 2018-06-29 | 上海仪电（集团）有限公司中央研究院 | Apply system for unified management and method in smart city based on container technique |
| CN106809223A (en) * | 2017-02-16 | 2017-06-09 | 常文作 | A kind of intelligent track traffic system |
| CN107067159A (en) * | 2017-03-09 | 2017-08-18 | 深圳华博高科光电技术有限公司 | Smart city management and dispatching plateform system |
| CN107562056A (en) * | 2017-09-06 | 2018-01-09 | 郑州云海信息技术有限公司 | A kind of automatic driving of motor vehicle method and system based on cloud computing |
| CN108107446A (en) * | 2018-01-23 | 2018-06-01 | 吉林省北亚智谷科技有限公司 | Wisdom traffic system based on laser Doppler radar |
| CN108427295A (en) * | 2018-03-20 | 2018-08-21 | 深圳万智联合科技有限公司 | A kind of intelligent domestic system based on cloud storage |
| CN108427295B (en) * | 2018-03-20 | 2020-11-27 | 王锐 | Smart home system based on cloud storage |
| CN108563781A (en) * | 2018-04-25 | 2018-09-21 | 广州绿源信息科技有限公司 | Internet of Things big data processing method based on Hadoop and system |
| CN109063093A (en) * | 2018-07-27 | 2018-12-21 | 重庆工商职业学院 | A kind of internet of things data preprocess method and system |
| CN110135433A (en) * | 2019-05-07 | 2019-08-16 | 宏图物流股份有限公司 | A kind of representation data availability judgment method recommended based on vehicle |
| CN110417735A (en) * | 2019-06-24 | 2019-11-05 | 特斯联（北京）科技有限公司 | A kind of smart city Streaming Media management network and its method |
| 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 |
| CN111400326A (en) * | 2020-02-28 | 2020-07-10 | 深圳市赛为智能股份有限公司 | Smart city data management system and method thereof |
| CN111400326B (en) * | 2020-02-28 | 2023-09-12 | 深圳市赛为智能股份有限公司 | Smart city data management system and method thereof |
| CN114281034A (en) * | 2021-12-03 | 2022-04-05 | 上海机器人产业技术研究院有限公司 | Intelligent middle platform system based on park robot application |
| CN114138450A (en) * | 2022-02-07 | 2022-03-04 | 浙江大云物联科技有限公司 | Composite task scheduling method and device in intelligent street lamp system and readable storage medium |
| CN114138450B (en) * | 2022-02-07 | 2022-04-29 | 浙江大云物联科技有限公司 | Composite task scheduling method and device in intelligent street lamp system and readable storage medium |
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