CN112702395A - Intelligent community safety monitoring system based on edge calculation - Google Patents
Intelligent community safety monitoring system based on edge calculation Download PDFInfo
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Abstract
The invention discloses an intelligent community safety monitoring system based on edge computing, which belongs to the technical field of intelligent community safety monitoring and particularly comprises a cloud center, wherein the cloud center is connected with a plurality of community edge computing servers in a wired or wireless data transmission mode, and each community edge computing server is interconnected with a plurality of community safety monitoring terminals of a governed community in a wired or wireless data transmission mode; the community safety monitoring terminal comprises an intelligent monitoring camera, a fire detector, a water quality monitoring sensor and an intelligent gas leakage alarm device which are arranged in a community, and transmits acquired data to a corresponding community edge calculation server in real time; meanwhile, a cell edge calculation server; the invention adopts the edge algorithm, can effectively reduce redundant data, can improve the data processing efficiency and can improve the data safety.
Description
Technical Field
The invention belongs to the technical field of intelligent community safety monitoring, and particularly relates to an intelligent community safety monitoring system based on edge calculation.
Background
The monitoring system is one of the most applied systems in the security system, can replace manual work to perform a part of monitoring work, saves labor, is safe and reliable, aims to maintain social public safety, and is formed by an intrusion alarm system, a video security monitoring system, an access control system, an entrance guard fire protection system, an explosion-proof safety inspection system and the like which are formed by security products and other related products. The intelligent community is a new idea of community intelligent management, and modules such as property, owners, intelligent hardware, public services and the like are integrated through the internet technology. However, the current smart cell has low data processing efficiency and has data security risks.
Disclosure of Invention
In view of the above, an object of the present invention is to provide an intelligent cell security monitoring system based on edge calculation, which can effectively reduce redundant data, improve data processing efficiency, and improve data security.
In order to achieve the purpose, the invention adopts the following technical scheme:
an intelligent community safety monitoring system based on edge computing comprises a cloud center, wherein the cloud center is connected with a plurality of community edge computing servers in a wired or wireless data transmission mode, and each community edge computing server is interconnected with a plurality of community safety monitoring terminals of a governed community in a wired or wireless data transmission mode;
the community safety monitoring terminal comprises an intelligent monitoring camera, a fire detector, a water quality monitoring sensor and an intelligent gas leakage alarm device which are arranged in a community, and transmits acquired data to a corresponding community edge calculation server in real time;
the cell edge computing server is used for storing and preprocessing data acquired by the cell safety monitoring terminals of the cells under the jurisdiction, transmitting the preprocessed data to the cloud center, performing function analysis, function optimization and function control on the cell safety monitoring terminals of the cells under the jurisdiction, and executing a decision issued by the cloud center;
and the cloud center is used for storing, analyzing and deciding the data uploaded by the cell edge computing server and distributing a decision result to the corresponding cell edge computing server.
Further, the cloud center comprises an edge management unit, a video cloud platform, an artificial intelligence unit and an internet of things management unit; the video cloud platform is used for providing video access, storage, forwarding, video analysis and video retrieval for users; the artificial intelligence unit is used for adding an AI function to the cell safety monitoring terminal, and the Internet of things management unit is used for carrying out equipment management, connection management, data analysis, data management and user management on the cell safety monitoring terminal.
Furthermore, the intelligent monitoring camera is installed at the doorway of the cell, the outdoor public area of the cell and the public area in the building, and is used for monitoring the internal and external environments of the cell in real time and transmitting the internal and external environment data of the cell to the corresponding cell edge calculation server in real time.
Furthermore, the fire detector is installed in the distribution well and public areas in the building and used for monitoring fire in real time and transmitting fire information to the corresponding cell edge calculation server in real time.
Furthermore, the water quality monitoring sensors are installed on a tap water main pipeline in a building and in a water source in a community, and are used for monitoring the water quality of the tap water in the community and the water source in the community in real time and transmitting water quality monitoring data to the corresponding community edge calculation server in real time.
Furthermore, the intelligent gas leakage alarm device is installed on a gas pipeline in a residential building of a community and a main gas pipeline in a building, and is used for monitoring the gas leakage condition in real time and transmitting the gas leakage condition to a corresponding community edge calculation server in real time.
Furthermore, the cell safety monitoring terminal also comprises a raindrop sensor and an air speed sensor, and is used for monitoring rainfall data and wind power data in the cell in real time and transmitting the rainfall data and the wind power data to the corresponding cell edge calculation server in real time.
The invention has the beneficial effects that:
the invention provides an intelligent community safety monitoring system based on edge computing, aiming at the technical problems of low data processing efficiency and potential data safety hazard of the existing intelligent community, comprising a cloud center, wherein the cloud center is connected with a plurality of community edge computing servers in a wired or wireless data transmission mode, and each community edge computing server is interconnected with a plurality of community safety monitoring terminals of a governed community in a wired or wireless data transmission mode; the community safety monitoring terminal comprises an intelligent monitoring camera, a fire detector, a water quality monitoring sensor and an intelligent gas leakage alarm device which are arranged in a community, and transmits acquired data to a corresponding community edge calculation server in real time; meanwhile, the cell edge computing server is used for storing and preprocessing data acquired by the cell safety monitoring terminals of the cells under the jurisdiction, transmitting the preprocessed data to the cloud center, performing function analysis, function optimization and function control on the cell safety monitoring terminals of the cells under the jurisdiction, and executing a decision issued by the cloud center; in addition, the cloud center is used for storing, analyzing and deciding the data uploaded by the cell edge computing server, and distributing the decision result to the corresponding cell edge computing server.
Edge computing is an access method for connecting a physical and digital world bridge, and an intelligent terminal (or a sensor with computing capability and the like) is connected with an edge device in a short distance. The problems of data transmission delay caused by direct connection of a plurality of terminals and the server, huge calculation overhead and mass data faced by the server, hidden potential safety hazards in long-distance transmission and the like are solved. The intelligent community safety control system obtained by fusing edge calculation and video monitoring can screen out effective data, reduce redundant information in the monitored data, effectively reduce the cost of mass data information acquired by a large amount of data acquisition equipment on aspects such as storage space, network bandwidth and the like, and achieve the purpose of saving construction cost. But the massive terminals also put higher requirements on the security of the edge computing architecture itself. The invention adopts the edge algorithm, can effectively reduce redundant data, can improve the data processing efficiency and can improve the data safety.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
Fig. 1 is an architecture diagram of an intelligent cell safety monitoring system based on edge calculation according to the present invention;
FIG. 2 is a block diagram of a cell security monitoring terminal according to the present invention;
fig. 3 is a block diagram of a cloud center according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the drawings of the embodiments of the present invention. It is to be understood that the embodiments described are only a few embodiments of the present invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the described embodiments of the invention, are within the scope of the invention.
Throughout the specification, reference to "one embodiment," "an embodiment," "one example," or "an example" means: the particular features, structures, or characteristics described in connection with the embodiment or example are included in at least one embodiment of the invention. Thus, the appearances of the phrases "in one embodiment," "in an embodiment," "one example" or "an example" in various places throughout this specification are not necessarily all referring to the same embodiment or example. Furthermore, the particular features, structures, or characteristics may be combined in any suitable combination and/or sub-combination in one or more embodiments or examples. Further, those of ordinary skill in the art will appreciate that the drawings provided herein are for illustrative purposes and are not necessarily drawn to scale. It will be understood that when an element is referred to as being "coupled" or "connected" to another element, it can be directly coupled or coupled to the other element or intervening elements may be present. In contrast, when an element is referred to as being "directly coupled" or "directly connected" to another element, there are no intervening elements present. Like reference numerals refer to like elements. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items.
The use of traditional safety monitoring needs to transmit data to a processing center for analysis and judgment, and has two main problems. The first is that the development of the computing processing speed cannot adapt to the explosive data growth of the internet, and the server is easy to generate a large amount of computing overhead, so that the accuracy of the result is affected. Secondly, the requirement of long-time long-distance transmission on delay is high, and the server needs to independently process data from different video terminals, so that delay is easily caused by overload of the server, and further feedback delay is caused. This is not suitable for scenes where real-time requirements are high. Therefore, the traditional safety monitoring faces the problems of high resource demand overhead, low real-time performance of monitoring data processing, serious network transmission bandwidth burden caused by massive video, storage, analysis and the like.
Edge computing is an access method for connecting a physical and digital world bridge, and an intelligent terminal (or a sensor with computing capability and the like) is connected with an edge device in a short distance. The problems of data transmission delay caused by direct connection of a plurality of terminals and the server, huge calculation overhead and mass data faced by the server, hidden potential safety hazards in long-distance transmission and the like are solved.
The intelligent community safety control system obtained by fusing edge calculation and video monitoring can screen out effective data, reduce redundant information in the monitored data, effectively reduce the cost of mass data information acquired by a large amount of data acquisition equipment on aspects such as storage space, network bandwidth and the like, and achieve the purpose of saving construction cost. But the massive terminals also put higher requirements on the security of the edge computing architecture itself.
In an embodiment, referring to fig. 1, an intelligent cell security monitoring system based on edge computing includes a cloud center 100, where the cloud center 100 is connected to a plurality of cell edge computing servers 200 in a wired or wireless data transmission manner, and each cell edge computing server 200 is interconnected with a plurality of cell security monitoring terminals 300 of a cell under jurisdiction in a wired or wireless data transmission manner;
as shown in fig. 2, the cell safety monitoring terminal 300 includes an intelligent monitoring camera 310, a fire detector 320, a water quality monitoring sensor 330 and an intelligent gas leakage alarm device 340, which are arranged in a cell, and the cell safety monitoring terminal 300 transmits collected data to a corresponding cell edge calculation server 200 in real time;
the cell edge computing server 200 is configured to store and preprocess data acquired by the cell security monitoring terminal 300 of the managed cell, transmit the preprocessed data to the cloud center 100, perform function analysis, function optimization and function control on the cell security monitoring terminal 300 of the managed cell, and execute a decision issued by the cloud center 100;
the cloud center 100 is configured to store, analyze and make a decision on data uploaded by the cell edge computing server 200, and distribute a decision result to the corresponding cell edge computing server 200.
In the embodiment, an intelligent community safety monitoring system based on edge computing is adopted, and the safety monitoring system comprises a cloud center, wherein the cloud center is connected with a plurality of community edge computing servers in a wired or wireless data transmission mode, and each community edge computing server is interconnected with a plurality of community safety monitoring terminals of a governed community in a wired or wireless data transmission mode; the community safety monitoring terminal comprises an intelligent monitoring camera, a fire detector, a water quality monitoring sensor and an intelligent gas leakage alarm device which are arranged in a community, and transmits acquired data to a corresponding community edge calculation server in real time; meanwhile, the cell edge computing server is used for storing and preprocessing data acquired by the cell safety monitoring terminals of the cells under the jurisdiction, transmitting the preprocessed data to the cloud center, performing function analysis, function optimization and function control on the cell safety monitoring terminals of the cells under the jurisdiction, and executing a decision issued by the cloud center; in addition, the cloud center is used for storing, analyzing and deciding the data uploaded by the cell edge computing server, and distributing the decision result to the corresponding cell edge computing server. However, the use of conventional security monitoring requires data to be transmitted to a processing center for analysis and judgment, and has two main problems. The first is that the development of the computing processing speed cannot adapt to the explosive data growth of the internet, and the server is easy to generate a large amount of computing overhead, so that the accuracy of the result is affected. Secondly, the requirement of long-time long-distance transmission on delay is high, and the server needs to independently process data from different video terminals, so that delay is easily caused by overload of the server, and further feedback delay is caused. This is not suitable for scenes where real-time requirements are high. Therefore, the traditional safety monitoring faces the problems of high resource demand overhead, low real-time performance of monitoring data processing, serious network transmission bandwidth burden caused by massive video, storage, analysis and the like.
According to an embodiment of the present invention, as shown in fig. 3, the cloud center 100 includes an edge management unit 110, a video cloud platform 120, an artificial intelligence unit 130, and an internet of things management unit 140; the edge management unit 110 is used for edge data protection and secure user data sharing, and the video cloud platform 120 is used for providing video access, storage, forwarding, video analysis and video retrieval for users; the artificial intelligence unit 130 is configured to add an AI function to the cell security monitoring terminal 300, and the internet of things management unit 140 is configured to perform device management, connection management, data analysis, data management, and user management on the cell security monitoring terminal 300.
According to an embodiment of the present invention, the smart monitoring cameras 310 are installed at doorways of a cell, an outdoor public area of the cell, and an indoor public area of a building, and are used to monitor the indoor and outdoor environments of the cell in real time and transmit the indoor and outdoor environment data of the cell to the corresponding cell edge calculation server 200 in real time.
According to an embodiment of the present invention, the fire detector 320 is installed in a distribution well and a public area in a building, and is used to monitor a fire in real time and transmit fire information to the corresponding cell edge calculation server 200 in real time.
According to an embodiment of the present invention, the water quality monitoring sensors 330 are installed on a main water supply line in a building and in a water supply in a cell, and are configured to monitor the quality of the water in the cell and the water supply in the cell in real time, and transmit the water quality monitoring data to the corresponding cell edge calculation server 200 in real time.
According to an embodiment of the present invention, the intelligent gas leakage alarm device 340 is installed on a gas pipeline in a residential building of a cell and a main gas pipeline in a building, and is configured to monitor a gas leakage situation in real time and transmit the gas leakage situation to the corresponding cell edge calculation server 200 in real time.
According to an embodiment of the present invention, as shown in fig. 2, the cell safety monitoring terminal 300 further includes a raindrop sensor 350 and a wind speed sensor 360, which are used for monitoring rainfall data and wind data in the cell in real time and transmitting the rainfall data and the wind data to the corresponding cell edge calculation server 200 in real time.
The invention adopts the edge algorithm, can effectively reduce redundant data, can improve the data processing efficiency and can improve the data safety.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
Finally, the above embodiments are only used for illustrating the technical solutions of the present invention and not for limiting, and other modifications or equivalent substitutions made by the technical solutions of the present invention by those of ordinary skill in the art should be covered within the scope of the claims of the present invention as long as they do not depart from the spirit and scope of the technical solutions of the present invention.
Claims (7)
1. The utility model provides an intelligent district safety monitoring system based on edge calculation which characterized in that: the cloud center is connected with a plurality of cell edge computing servers in a wired or wireless data transmission mode, and each cell edge computing server is interconnected with a plurality of cell safety monitoring terminals of a cell under the jurisdiction in a wired or wireless data transmission mode;
the community safety monitoring terminal comprises an intelligent monitoring camera, a fire detector, a water quality monitoring sensor and an intelligent gas leakage alarm device which are arranged in a community, and transmits acquired data to a corresponding community edge calculation server in real time;
the cell edge computing server is used for storing and preprocessing data acquired by the cell safety monitoring terminals of the cells under the jurisdiction, transmitting the preprocessed data to the cloud center, performing function analysis, function optimization and function control on the cell safety monitoring terminals of the cells under the jurisdiction, and executing a decision issued by the cloud center;
and the cloud center is used for storing, analyzing and deciding the data uploaded by the cell edge computing server and distributing a decision result to the corresponding cell edge computing server.
2. The intelligent cell security monitoring system based on edge calculation of claim 1, wherein: the cloud center comprises an edge management unit, a video cloud platform, an artificial intelligence unit and an Internet of things management unit; the video cloud platform is used for providing video access, storage, forwarding, video analysis and video retrieval for users; the artificial intelligence unit is used for adding an AI function to the cell safety monitoring terminal, and the Internet of things management unit is used for carrying out equipment management, connection management, data analysis, data management and user management on the cell safety monitoring terminal.
3. The intelligent cell security monitoring system based on edge calculation as claimed in claim 2, wherein: the intelligent monitoring cameras are installed at doorways of the communities, outdoor public areas of the communities and public areas in buildings, are used for monitoring the internal and external environments of the communities in real time, and transmit the data of the internal and external environments of the communities to corresponding community edge calculation servers in real time.
4. The intelligent cell security monitoring system based on edge calculation as claimed in claim 2, wherein: the fire detector is installed in public areas in distribution wells and buildings and used for monitoring fire conditions in real time and transmitting fire condition information to corresponding cell edge calculation servers in real time.
5. The intelligent cell security monitoring system based on edge calculation as claimed in claim 2, wherein: the water quality monitoring sensors are arranged on a tap water main pipeline in a building and in a water source in a community, and are used for monitoring the quality of tap water in the community and the water source in the community in real time and transmitting water quality monitoring data to the corresponding community edge calculation server in real time.
6. The intelligent cell security monitoring system based on edge calculation as claimed in claim 2, wherein: the intelligent gas leakage alarm device is arranged on a gas pipeline in a residential building of a community and a main gas pipeline in a building, and is used for monitoring the gas leakage condition in real time and transmitting the gas leakage condition to a corresponding community edge calculation server in real time.
7. An edge-computing-based intelligent cell security monitoring system according to any one of claims 1 to 6, wherein: the cell safety monitoring terminal also comprises a raindrop sensor and a wind speed sensor, and is used for monitoring rainfall data and wind power data in the cell in real time and transmitting the rainfall data and the wind power data to a corresponding cell edge calculation server in real time.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202011438139.6A CN112702395A (en) | 2020-12-11 | 2020-12-11 | Intelligent community safety monitoring system based on edge calculation |
| PCT/CN2020/136058 WO2022120872A1 (en) | 2020-12-11 | 2020-12-14 | Edge computing-based smart community security monitoring system |
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| CN202011438139.6A CN112702395A (en) | 2020-12-11 | 2020-12-11 | Intelligent community safety monitoring system based on edge calculation |
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| CN115225674A (en) * | 2022-07-15 | 2022-10-21 | 国网山西省电力公司信息通信分公司 | Distribution network integrated service terminal peer-to-peer communication system based on 5G edge data center |
| CN116668491B (en) * | 2023-07-21 | 2023-10-31 | 成都秦川物联网科技股份有限公司 | Intelligent gas safety risk prevention and control method based on alarm and Internet of things system |
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Application publication date: 20210423 |