CN110996058A - Intelligent monitoring system based on edge calculation - Google Patents
Intelligent monitoring system based on edge calculation Download PDFInfo
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- CN110996058A CN110996058A CN201911221675.8A CN201911221675A CN110996058A CN 110996058 A CN110996058 A CN 110996058A CN 201911221675 A CN201911221675 A CN 201911221675A CN 110996058 A CN110996058 A CN 110996058A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B13/00—Burglar, theft or intruder alarms
- G08B13/18—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
- G08B13/189—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
- G08B13/194—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
- G08B13/196—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
- G08B13/19602—Image analysis to detect motion of the intruder, e.g. by frame subtraction
- G08B13/19608—Tracking movement of a target, e.g. by detecting an object predefined as a target, using target direction and or velocity to predict its new position
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Abstract
The invention discloses an intelligent monitoring system based on edge calculation, which comprises front-end detection equipment, edge platform equipment and intelligent monitoring software. The edge platform equipment and the front-end detection equipment are deployed at the frontier defense monitoring point and are connected with the front-end detection equipment through network cables or wireless connection. The edge platform equipment integrates intelligent monitoring software and provides applications such as area monitoring, target identification, target tracking, target alarming and the like for users. The invention realizes multi-class sensor combined control and intelligent video analysis at the most front end of an application scene, finds and tracks a target, extracts target structured data and sends the target structured data to a monitoring center, thereby improving the effective data acquisition efficiency under the condition of limited network bandwidth.
Description
Technical Field
The invention relates to the field of security protection, in particular to a monitoring system based on edge calculation, which integrates various sensors such as radar and video and realizes unmanned intelligent monitoring on a wide-area scene. The invention is suitable for various scenes such as border monitoring, joint defense of police and people, public security and patrol.
Background
Frontier defense is an important component of national defense, is an important means for maintaining the safety and stability of frontier areas in China, and is an important embodiment of national defense policies, military strategies, foreign traffic policies and military construction. In the frontier field, frontier monitoring is a very important topic in military security. Frontier defense monitoring points are generally located in remote areas, monitoring areas are wide, communication line laying is difficult, power supply continuous stability is poor, and multiple factors can influence normal work and monitoring effects of monitoring facilities. Therefore, for the construction of frontier monitoring systems, special considerations are needed for the following points:
the monitoring range is wide, a large-range target searching and accurate target positioning are required, and various sensors such as radars and cameras are generally adopted to be matched for use.
The frontier defense control point is long in multiple lines, and the number of adopted monitoring devices is large.
The communication line between the head-end equipment and the control center tends to be long, the transmission line bandwidth is narrow and network outage is easy.
Under the condition of limited bandwidth, the problem of transmission of multi-path high-definition videos and radar detection data is solved, network blockage, delay and packet loss are avoided, and timely reporting of abnormal alarm information is guaranteed.
Disclosure of Invention
The invention aims to solve the technical problem of providing an intelligent monitoring system based on edge calculation aiming at the defects in the background technology, realizing multi-type sensor combined control and intelligent video analysis at the most front end of an application scene, finding and tracking a target, extracting target structured data, and sending the target structured data to a monitoring center, thereby improving the effective data acquisition efficiency under the condition of limited network bandwidth.
The technical scheme adopted by the invention is as follows:
an intelligent monitoring system based on edge calculation comprises front-end detection equipment, edge platform equipment and intelligent monitoring software; the front-end detection equipment and the edge platform equipment are deployed at a frontier defense monitoring point and are connected through a network cable or wirelessly, and intelligent monitoring software is integrated on the edge platform equipment;
the front-end detection equipment is used for transmitting the equipment state data and the detected target data to the intelligent monitoring software and tracking the target under the control of the intelligent monitoring software;
the intelligent monitoring software is used for collecting, storing, processing and analyzing various data, generating target structure data, target alarm information and equipment fault alarm information and transmitting the target structure data, the target alarm information and the equipment fault alarm information to the monitoring center; and the target structure data is presented and the front-end detection equipment is controlled to track the target through the terminal user.
The front-end detection equipment comprises a radar and a camera; the radar is used for transmitting the radar state data and the radar detection target data to the intelligent monitoring software and tracking a target under the control of the intelligent monitoring software; the camera is used for transmitting the camera state data and the video monitoring data to the intelligent monitoring software and tracking the target under the control of the intelligent monitoring software.
The intelligent monitoring software comprises a data collection module, a data storage module, a data analysis processing module, a data transmission module and a remote control module;
the data collection module is used for receiving the radar state data, the radar detection target data, the camera state data and the video monitoring data and transmitting the data to the data storage module;
the data storage module is used for storing and periodically deleting various data;
the data analysis processing module is used for carrying out video target identification and classification, video moving target detection, video target tracking, radar target classification, data intelligent association, target alarm and equipment fault alarm according to the data stored by the data storage module, sending the processed data information to a monitoring center through the data transmission module, and transmitting the processed data information to a terminal user when the terminal user checks the information;
the remote control module is used for controlling the front-end exploring equipment and updating the algorithm of the data analysis processing module by the end user.
The invention has the beneficial effects that:
(1) the front-end detection equipment can realize unattended operation in a self-forming system, intelligent monitoring is efficient in identification, and the false detection rate and the omission factor are low.
(2) The edge platform integrating AI processing can realize video target detection, target classification identification and automatic alarm, generate target structured data and reduce the occupation of computing resources of a monitoring center.
(3) The structured data return replaces video data, and the network resource occupancy rate is reduced.
Drawings
FIG. 1 is a schematic diagram of the system of the present invention.
FIG. 2 is a schematic diagram of information processing according to the present invention.
Detailed Description
The invention will be further explained with reference to the drawings.
Referring to fig. 1, in some embodiments of the present invention, the intelligent monitoring system based on edge computing includes a front-end detection device, an edge platform device, and intelligent monitoring software. The edge platform equipment is connected with the front-end exploration equipment through a network cable or a wireless connection. The front-end detection equipment comprises a radar, a camera and other detection equipment; the radar transmits radar state data and radar detection target data to the intelligent monitoring software, the camera transmits camera state data and video monitoring data to the intelligent monitoring software, and other detection equipment transmits equipment state data and detected data to the intelligent monitoring software; the intelligent monitoring software is deployed on the edge platform equipment, so that the functions of area monitoring, target identification, target tracking, target alarming and the like are realized, target structure data, target alarming information and equipment fault alarming information are generated, and the generated target information and alarming information are pushed to an information system of a monitoring center by the intelligent monitoring system by utilizing a communication network. The mobile user can remotely access the intelligent monitoring system through the communication network, and can retrieve and inquire real-time monitoring data and equipment states. When the end user is near the edge platform device, the intelligent monitoring system can be directly accessed through a wireless communication mode.
Referring to fig. 2, in some embodiments of the present invention, the intelligent monitoring software includes a data collection module, a data storage module, a data analysis module, a data transmission module, and a remote control module. The data collection module is used for receiving radar state data, radar detection target data, camera state data, video monitoring data and state data and target data of other detection equipment. The data storage is used for storing and deleting various types of data regularly. The data analysis processing module realizes the processing of video target identification and classification, video moving target detection, video target tracking, radar target classification, data intelligent association, target warning, equipment fault warning and the like, sends the analyzed data information to a monitoring center, and transmits the analyzed data information to a terminal user for presentation when the terminal user views the information; the remote control module is used for controlling the startup and shutdown of the front-end exploration equipment, controlling the rotation of the holder and updating the algorithm of the edge platform.
The present specification and figures are to be regarded as illustrative rather than restrictive, and it is intended that all such alterations and modifications that fall within the true spirit and scope of the invention, and that all such modifications and variations are included within the scope of the invention as determined by the appended claims without the use of inventive faculty.
Claims (3)
1. An intelligent monitoring system based on edge calculation is characterized by comprising front-end detection equipment, edge platform equipment and intelligent monitoring software; the front-end detection equipment and the edge platform equipment are deployed at a frontier defense monitoring point and are connected through a network cable or wirelessly, and intelligent monitoring software is integrated on the edge platform equipment;
the front-end detection equipment is used for transmitting the equipment state data and the detected target data to the intelligent monitoring software and tracking the target under the control of the intelligent monitoring software;
the intelligent monitoring software is used for collecting, storing, processing and analyzing various data, generating target structure data, target alarm information and equipment fault alarm information and transmitting the target structure data, the target alarm information and the equipment fault alarm information to the monitoring center; and the target structure data is presented and the front-end detection equipment is controlled to track the target through the terminal user.
2. An intelligent monitoring system based on edge calculation according to claim 1, characterized in that the front-end detection device comprises a radar and a camera; the radar is used for transmitting the radar state data and the radar detection target data to the intelligent monitoring software and tracking a target under the control of the intelligent monitoring software; the camera is used for transmitting the camera state data and the video monitoring data to the intelligent monitoring software and tracking the target under the control of the intelligent monitoring software.
3. The intelligent monitoring system based on edge computing of claim 2, wherein the intelligent monitoring software comprises a data collection module, a data storage module, a data analysis processing module, a data transmission module and a remote control module;
the data collection module is used for receiving the radar state data, the radar detection target data, the camera state data and the video monitoring data and transmitting the data to the data storage module;
the data storage module is used for storing and periodically deleting various data;
the data analysis processing module is used for carrying out video target identification and classification, video moving target detection, video target tracking, radar target classification, data intelligent association, target alarm and equipment fault alarm according to the data stored by the data storage module, sending the processed data information to a monitoring center through the data transmission module, and transmitting the processed data information to a terminal user when the terminal user checks the information;
the remote control module is used for controlling the front-end exploration equipment and updating the algorithm of the data analysis processing module.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201911221675.8A CN110996058A (en) | 2019-12-03 | 2019-12-03 | Intelligent monitoring system based on edge calculation |
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Cited By (7)
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| CN111787280A (en) * | 2020-06-30 | 2020-10-16 | 清华大学 | Video real-time target tracking method and device based on edge calculation |
| CN112188164A (en) * | 2020-09-29 | 2021-01-05 | 爱动超越人工智能科技（北京）有限责任公司 | AI vision-based violation real-time monitoring system and method |
| CN112702382A (en) * | 2020-09-17 | 2021-04-23 | 宁波市永能电力产业投资有限公司电力工程安装分公司 | Method for calculating nodes by using mobile edges for transformer substation construction |
| CN113743230A (en) * | 2021-08-09 | 2021-12-03 | 东北大学 | Airplane detection, tracking and identification system based on edge calculation |
| CN113888871A (en) * | 2021-10-20 | 2022-01-04 | 上海电科智能系统股份有限公司 | Automatic handling linkage system and method for highway traffic incident |
| WO2022120872A1 (en) * | 2020-12-11 | 2022-06-16 | 南京大衍数字科技有限公司 | Edge computing-based smart community security monitoring system |
| CN114666576A (en) * | 2022-05-23 | 2022-06-24 | 创意信息技术股份有限公司 | Public safety edge gateway system |
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Application publication date: 20200410 |
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