CN115361297B - Equipment networking method and related equipment - Google Patents

Equipment networking method and related equipment Download PDF

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Publication number
CN115361297B
CN115361297B CN202210804906.3A CN202210804906A CN115361297B CN 115361297 B CN115361297 B CN 115361297B CN 202210804906 A CN202210804906 A CN 202210804906A CN 115361297 B CN115361297 B CN 115361297B
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networking
information
equipment
personnel
historical
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CN115361297A (en
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程冰
钟斌
龙艳红
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Shenzhen Intellifusion Technologies Co Ltd
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Shenzhen Intellifusion Technologies Co Ltd
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00—Individual registration on entry or exit
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/80—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for detecting, monitoring or modelling epidemics or pandemics, e.g. flu
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y10/00—Economic sectors
    • G16Y10/60—Healthcare; Welfare
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00—Information sensed or collected by the things
    • G16Y20/10—Information sensed or collected by the things relating to the environment, e.g. temperature; relating to location
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00—Information sensed or collected by the things
    • G16Y20/40—Information sensed or collected by the things relating to personal data, e.g. biometric data, records or preferences
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y30/00—IoT infrastructure
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00—IoT characterised by the purpose of the information processing
    • G16Y40/10—Detection; Monitoring
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00—IoT characterised by the purpose of the information processing
    • G16Y40/20—Analytics; Diagnosis
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00—IoT characterised by the purpose of the information processing
    • G16Y40/50—Safety; Security of things, users, data or systems
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

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  • Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
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  • General Business, Economics & Management (AREA)
  • Environmental & Geological Engineering (AREA)
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Abstract

The embodiment of the invention provides a device networking method, which comprises the following steps: acquiring first networking equipment information and second networking equipment information of a target area, wherein the first networking equipment is arranged in an entrance area of the target area and used for acquiring traffic personnel information, and the second networking equipment is arranged in an inner area of the target area and used for acquiring monitoring personnel information; determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information; and performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy. The first networking equipment acquires the traffic personnel information, the second networking equipment acquires the monitoring personnel information, personnel escaping from verification can be effectively detected, the safety of the target area is improved, networking optimization is carried out on the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information, and the epidemic control efficiency of the target area can be improved.

Description

Equipment networking method and related equipment
Technical Field
The present invention relates to the field of device networking, and in particular, to a device networking method and related devices.
Background
In the case of epidemic spread in a large scale, the normalized management and control for special places becomes particularly important, especially in social scenes of crowd gathering. The places such as bars, restaurants and the like are important control objects for high urban activeness and high people flow gathering, and are also high-risk places for epidemic disease transmission. The electronic sentinel is an epidemic prevention management and control system, and by means of the electronic sentinel, epidemic prevention management and control capability of urban specific places is created by fusing various data of epidemic prevention big data platforms, and related management departments are helped to promote epidemic risk management and control efficiency of specific places (such as bars) by scientific and technological prevention means. The existing electronic sentry is generally arranged at an area entrance and used for collecting identity information and electronic health information of target personnel, the collected identity information and electronic health information are verified, and for some persons escaping from verification, the corresponding identity information and electronic health information cannot be collected, so that epidemic disease management and control efficiency of a specific place is low.
Disclosure of Invention
The embodiment of the invention provides a device networking method, which aims to solve the problem that the existing electronic sentry cannot acquire corresponding identity information and electronic health information, so that epidemic disease management and control efficiency in a specific place is low. The first networking equipment acquires the traffic personnel information, the second networking equipment acquires the monitoring personnel information, personnel escaping from verification can be effectively detected, the safety of a target area is improved, the networking strategy is determined according to the first networking equipment information and the second networking equipment information, networking optimization is carried out on the first networking equipment and the second networking equipment according to the networking strategy, and the epidemic management and control efficiency of the target area can be improved.
In a first aspect, an embodiment of the present invention provides a method for device networking, where the method includes:
acquiring first networking equipment information and second networking equipment information of a target area, wherein the first networking equipment is arranged in an entrance area of the target area and used for acquiring traffic personnel information, and the second networking equipment is arranged in an inner area of the target area and used for acquiring monitoring personnel information;
determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information;
and performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy.
Optionally, the first networking device information includes history traffic information, the second networking device information includes history monitoring information, and determining a networking policy of the first networking device and the second networking device according to the first networking device information and the second networking device information includes:
according to the historical traffic information and the historical monitoring information, calculating to obtain the abnormal traffic rate of the first networking equipment;
according to the historical traffic information and the historical monitoring information, calculating to obtain the effective monitoring rate of the second networking equipment;
And determining networking strategies of the first networking equipment and the second networking equipment according to the abnormal pass rate and the effective monitoring rate.
Optionally, the historical traffic information includes historical traffic personnel information, the historical monitoring information includes historical monitoring personnel information, and calculating the abnormal traffic rate of the first networking device according to the historical traffic information and the historical monitoring information includes:
according to the historical traffic personnel information and the historical monitoring personnel information, determining abnormal traffic personnel and normal traffic personnel in each historical period, wherein the abnormal traffic personnel have the historical monitoring personnel information and do not have the historical traffic personnel information, and the normal traffic personnel have the historical monitoring personnel information and have the historical traffic personnel information;
and calculating the abnormal pass rate of the first networking equipment in each history period according to the abnormal pass personnel and the normal pass personnel.
Optionally, the calculating, according to the historical traffic information and the historical monitoring information, the effective monitoring rate of the second networking device includes:
According to the historical traffic personnel information and the historical monitoring personnel information, determining abnormal monitoring personnel and normal monitoring personnel in each historical period, wherein the abnormal monitoring personnel have the historical traffic personnel information and do not have the historical monitoring personnel information, and the normal monitoring personnel have the historical monitoring personnel information and have the historical traffic personnel information;
and calculating the effective monitoring rate of the second networking equipment in each history period according to the abnormal monitoring personnel and the normal monitoring personnel.
Optionally, the determining, according to the abnormal traffic rate and the effective monitoring rate, a networking policy of the first networking device and the second networking device includes:
and carrying out networking optimization on the target area by taking one of the minimum abnormal pass rate and the maximum effective monitoring rate as a target to obtain networking strategies of the first networking equipment and the second networking equipment.
Optionally, the networking optimization is performed on the target area with the objective of one of the minimum abnormal traffic rate and the maximum effective monitoring rate to obtain a networking policy of the first networking device and the second networking device, including:
Dividing time periods according to the people stream data of the target area to obtain people stream time periods of different people stream data;
under the condition of full time period, networking optimization is carried out on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain full time period networking strategies of the first networking equipment and the second networking equipment;
and under the condition of time division, taking one of the minimum abnormal passing rate and the maximum effective monitoring rate as a target, taking networking cost smaller than preset networking cost as constraint, and performing networking optimization on the target area to obtain a time-division networking strategy of the first networking equipment and the second networking equipment.
Optionally, the traffic control device is a traffic control device based on image recognition, and before the first networking device information and the second networking device information of the target area are acquired, the method further includes:
acquiring the identification accuracy of the first networking equipment and the key point positions of the target area;
determining an initial networking strategy according to the identification accuracy and the key point positions;
and performing equipment networking on the first networking equipment and the second networking equipment according to the initial networking strategy.
In a second aspect, an embodiment of the present invention provides a device networking apparatus, where the apparatus includes:
the system comprises an acquisition module, a first network equipment acquisition module and a second network equipment acquisition module, wherein the acquisition module is used for acquiring first network equipment information and second network equipment information of a target area, the first network equipment is arranged in an inlet area of the target area, and the second network equipment is arranged in an inner area of the target area;
the processing module is used for determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information;
and the networking module is used for networking the first networking equipment and the second networking equipment according to the networking strategy.
In a third aspect, an embodiment of the present invention provides an electronic device, including: the device networking method comprises a memory, a processor and a computer program stored in the memory and capable of running on the processor, wherein the steps in the device networking method provided by the embodiment of the invention are realized when the processor executes the computer program.
In a fourth aspect, an embodiment of the present invention provides a computer readable storage medium, where a computer program is stored, where the computer program when executed by a processor implements steps in a device networking method provided by an embodiment of the present invention.
In the embodiment of the invention, first networking equipment information and second networking equipment information of a target area are acquired, wherein the first networking equipment is arranged in an entrance area of the target area and used for acquiring traffic personnel information, and the second networking equipment is arranged in an inner area of the target area and used for acquiring monitoring personnel information; determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information; and performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy. The first networking equipment acquires the traffic personnel information, the second networking equipment acquires the monitoring personnel information, personnel escaping from verification can be effectively detected, the safety of a target area is improved, the networking strategy is determined according to the first networking equipment information and the second networking equipment information, networking optimization is carried out on the first networking equipment and the second networking equipment according to the networking strategy, and the epidemic management and control efficiency of the target area can be improved.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic diagram of a device networking system according to an embodiment of the present invention;
fig. 2 is a flowchart of a method for device networking according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of a device networking apparatus according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1, fig. 1 is a schematic diagram of an equipment networking system provided by the embodiment of the present invention, and as shown in fig. 1, an equipment networking method of the embodiment of the present invention is applied to an equipment networking system, where the equipment networking system includes a first networking device, a second networking device, and a server, and the first networking device and the second networking device are all in communication connection with the server, and specifically, the first networking device, the second networking device and the server may be in communication connection in a wired manner or a wireless manner, where the wireless manner may be in communication connection in a wireless manner such as 3G/4G/5G/WIFI. The networking can be understood as a network where the access server is located, and the networking is used for realizing data intercommunication among all networking devices.
The first networking device may be an electronic sentry or an intelligent access control, the second networking device may be a monitoring camera, and the server may be a cloud server or a local server. The first networking device may be one or more, and the second networking device may be one or more.
Specifically, the first networking device is used for collecting the information of the traffic personnel, the second networking device is used for collecting the information of the monitoring personnel, the traffic personnel are personnel entering the target area, the monitoring personnel are personnel in the target area, the monitoring personnel can be compared with the traffic personnel, whether the monitoring personnel are the traffic personnel or not is obtained, and accordingly whether the monitoring personnel have abnormal traffic behaviors or not is judged.
Further, whether the first networking device and the second networking device have higher management and control efficiency, such as whether the occurrence rate of abnormal traffic behavior exceeds a preset behavior threshold, whether the effective monitoring rate reaches a preset monitoring rate threshold, and the like, can be analyzed according to the first networking device information and the second networking device information. For example, when the abnormal traffic exceeds the preset behavior threshold, it may be indicated that the number of people who escape from the verification is large, and when the effective monitoring rate does not reach the preset monitoring rate threshold, it may be indicated that the monitoring range is insufficient. The networking strategy can be determined through the first networking equipment information and the second networking equipment information, networking optimization is carried out on the first networking equipment and the second networking equipment according to the networking strategy, and therefore the epidemic control efficiency of the target area is improved.
Referring to fig. 2, fig. 2 is a schematic diagram of an equipment networking system according to an embodiment of the present invention, and as shown in fig. 2, the equipment networking method includes the following steps:
201. and acquiring first networking equipment information and second networking equipment information of the target area.
In the embodiment of the invention, the first networking device is arranged in the entrance area of the target area for acquiring the traffic personnel information, and the second networking device is arranged in the inner area of the target area for acquiring the monitoring personnel information.
The target area can be an area corresponding to a place such as a business super, a park, a bar, a restaurant and the like, and the information of the personnel entering the target area can be acquired through the first networking equipment at the entrance area of the target area, so that the information of the passing personnel is obtained. And in the target area, information acquisition can be carried out on personnel in the target area through the second networking equipment, so as to obtain monitoring personnel information.
The first networking device information may include a device location, a device ID, and corresponding historical traffic information of the first networking device. The second networking device information may include a device location, a device ID, and corresponding history monitoring information of the second networking device.
In the embodiment of the invention, the first networking device can be an electronic sentry or an intelligent access control, the first networking device can collect the identity data and the electronic health data of the target personnel, the electronic health data can be data such as health codes and journey codes, and the identity data and the electronic health data form corresponding passer information.
The first networking device can send the collected face image and the corresponding electronic health data to a server for verification and storage.
The second networking device may be a monitoring camera, and the second networking device may capture a face image of a target person in the monitoring area, and identify identity data of the target person according to the captured face image, so as to form corresponding monitoring person information.
202. And determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information.
In the embodiment of the invention, the management and control efficiency of the current first networking device and the current second networking device can be obtained through analysis according to the first networking device information and the second networking device information. If the control efficiency of the current first networking device and the current second networking device does not reach a preset first expected value or the control efficiency of the current first networking device and the current second networking device reach a preset second expected value, determining a corresponding networking strategy according to the control efficiency of the current first networking device and the current second networking device, wherein the first expected value is smaller than the second expected value.
Specifically, the first networking device information includes the number of traffic personnel, the second networking device information includes the number of monitoring personnel, and the management and control efficiency of the current first networking device and the second networking device can be calculated by the following formula:
wherein Q is the management and control efficiency, n i For the number of monitoring personnel corresponding to the current period i, m i For the number of passers corresponding to the current period I, I is I history periods, it can be seen that when n i And m is equal to i The greater the difference, the greater the control performance Q, when n i And m is equal to i The smaller the difference, the smaller the management performance Q.
The networking policy may include adding a first networking device and adding a second networking device, and may also include reducing the first networking device and adding the second networking device.
Specifically, if the management and control efficiency of the current first networking device and the second networking device is smaller than a preset first expected value, if the number of monitoring personnel is greater than the number of passing personnel, the first networking device can be increased; if the number of monitoring personnel is smaller than the number of passing personnel, the second networking equipment can be added. If the control efficiency of the current first networking device and the second networking device reaches a preset second expected value, the first networking device and the second networking device can be reduced. The first desired value may be-0.8 and the second desired value may be 0.
203. And performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy.
In the embodiment of the invention, the first networking device can be increased or decreased and the second networking device can be increased or decreased according to the networking strategy.
Specifically, when the first networking device is added, the first networking device can be added at the entrance of the target area, and when the first networking device is reduced, the connection between the first networking device needing to be reduced and the server can be disconnected, so that the first networking device needing to be reduced is disconnected, and the connection between the first networking device needing to be reduced and the server can be reestablished when the first networking device needs to be added. Similarly, when the second networking device is increased, the second networking device can be increased in the target area, and when the second networking device is decreased, the connection between the second networking device which needs to be decreased and the server can be disconnected, so that the second networking device which needs to be decreased is disconnected, and the connection between the second networking device which needs to be decreased and the server can be reestablished when the second networking device needs to be increased.
In the embodiment of the invention, first networking equipment information and second networking equipment information of a target area are acquired, wherein the first networking equipment is arranged in an entrance area of the target area and used for acquiring traffic personnel information, and the second networking equipment is arranged in an inner area of the target area and used for acquiring monitoring personnel information; determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information; and performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy. The first networking equipment acquires the traffic personnel information, the second networking equipment acquires the monitoring personnel information, personnel escaping from verification can be effectively detected, the safety of a target area is improved, the networking strategy is determined according to the first networking equipment information and the second networking equipment information, networking optimization is carried out on the first networking equipment and the second networking equipment according to the networking strategy, and the epidemic management and control efficiency of the target area can be improved.
Optionally, the first networking device information includes history traffic information, the second networking device information includes history monitoring information, and in the step of determining networking policies of the first networking device and the second networking device according to the first networking device information and the second networking device information, an abnormal traffic rate of the first networking device may be calculated according to the history traffic information and the history monitoring information; according to the historical traffic information and the historical monitoring information, calculating to obtain the effective monitoring rate of the second networking equipment; and determining networking strategies of the first networking equipment and the second networking equipment according to the abnormal traffic rate and the effective monitoring rate.
In the embodiment of the present invention, the history traffic information may be history traffic information within a preset period of time, for example, history traffic information within one month may be history traffic information within half year. The acquisition time period of the history monitoring information is the same as the acquisition time period of the history traffic information.
The abnormal traffic rate and the effective monitoring rate in the preset time period can be calculated according to the historical traffic information and the historical monitoring information.
The abnormal traffic rate may be understood as a proportion of people with escape verification to people without escape verification, the effective monitoring rate may be understood as a proportion of monitoring people to all traffic people, and the traffic people may be a sum of people with escape verification and people without escape verification.
Specifically, if the abnormal traffic rate is higher than the preset abnormal traffic rate threshold, it may be indicated that the first networking device has more people to escape from verification, and the first networking device needs to be added to reduce the abnormal traffic rate. If the abnormal traffic rate is lower than the preset abnormal traffic rate threshold, it can be stated that the number of people who escape from verification is smaller, and the number of the existing first networking devices can be kept. When the number of the first networking devices is greater than 1, if the abnormal pass rate is 0, the fact that no person escapes from verification is indicated, and data of the first networking devices can be reduced. If the effective monitoring rate is higher than a preset effective monitoring rate threshold, the condition that the second networking equipment has fewer monitoring omission personnel can be indicated, and the number of the existing second networking equipment can be kept; if the effective monitoring rate is lower than the preset effective monitoring rate threshold, the condition that the second networking equipment is missed to monitor is indicated to be more can be indicated, and the number of the second networking equipment can be increased to improve the effective monitoring rate.
Optionally, the history traffic information includes history traffic personnel information, the history monitoring information includes history traffic personnel information, in the step of calculating the abnormal traffic rate of the first networking device according to the history traffic personnel information and the history monitoring information, abnormal traffic personnel and normal traffic personnel in each history period can be determined according to the history traffic personnel information and the history traffic personnel information, the abnormal traffic personnel has the history traffic personnel information and does not have the history traffic personnel information, and the normal traffic personnel has the history traffic personnel information and has the history traffic personnel information; and calculating the abnormal pass rate of the first networking equipment in each history period according to the abnormal pass personnel and the normal pass personnel.
In the embodiment of the invention, the historical traffic personnel information and the historical monitoring personnel information can be compared to obtain the historical monitoring personnel information which does not belong to the historical traffic personnel, the historical monitoring personnel information which does not belong to the historical traffic personnel indicates that the information corresponding to the historical monitoring personnel is not recorded by the first networking equipment, and the information can be determined as the personnel escaping from verification. The ratio of the abnormal traffic personnel to the normal traffic personnel can be calculated, and the abnormal traffic rate of the first networking equipment is obtained.
Specifically, the historical traffic personnel information and the historical monitoring personnel information can be segmented according to preset time granularity, each time granularity corresponds to a historical period, for example, the historical traffic personnel information and the historical monitoring personnel information in one month are segmented according to days, the historical traffic personnel information and the historical monitoring personnel information in one month can be obtained, the proportion of the historical daily abnormal traffic personnel to the normal traffic personnel is calculated, and the historical daily abnormal traffic rate is obtained.
The daily traffic condition of the first networking equipment history can be obtained by calculating the daily abnormal traffic rate of the history, so that the networking strategy corresponding to the first networking equipment in one or more days in the future can be determined according to the daily traffic condition of the first networking equipment history.
Optionally, in the step of calculating the effective monitoring rate of the second networking device according to the historical traffic information and the historical monitoring information, an abnormal monitoring person and a normal monitoring person in each historical period may be determined according to the historical traffic person information and the historical monitoring person information, the abnormal monitoring person has the historical traffic person information and does not have the historical monitoring person information, and the normal monitoring person has the historical monitoring person information and has the historical traffic person information; and calculating the effective monitoring rate of the second networking equipment in each historical period according to the abnormal monitoring personnel and the normal monitoring personnel.
In the embodiment of the invention, the historical traffic personnel information and the historical monitoring personnel information can be compared to obtain the traffic personnel information which does not belong to the historical monitoring personnel. The information of the historical monitoring personnel which does not belong to the historical traffic personnel indicates that the information of the corresponding traffic personnel is not recorded by the second networking equipment, and the information can be determined to be the abnormal monitoring personnel. The ratio of the abnormal monitoring personnel to the normal monitoring personnel can be calculated, and the effective monitoring rate of the second networking equipment is obtained.
Specifically, the historical traffic personnel information and the historical monitoring personnel information can be segmented according to preset time granularity, each time granularity corresponds to a historical period, for example, the historical traffic personnel information and the historical monitoring personnel information in one month are segmented according to the day, the historical traffic personnel information and the historical monitoring personnel information in one month can be obtained, the proportion of the daily abnormal monitoring personnel to the daily normal monitoring personnel is calculated, and the daily effective monitoring rate is obtained.
The daily monitoring condition of the second networking equipment can be obtained by calculating the daily effective monitoring rate of the histories, so that the networking strategy corresponding to the second networking equipment in one or more days in the future can be determined according to the daily traffic condition of the first networking equipment.
Optionally, in the step of determining the networking policies of the first networking device and the second networking device according to the abnormal traffic rate and the effective monitoring rate, the target area may be subjected to networking optimization with one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain the networking policies of the first networking device and the second networking device.
In the embodiment of the invention, networking optimization can be performed on the first networking equipment and the second networking equipment through random forests, so that networking strategies of the first networking equipment and the second networking equipment are obtained.
Specifically, the random forest includes a plurality of tree models, each tree model corresponds to a networking strategy, each tree model includes tree nodes and leaf nodes, each tree node is connected with a next-level tree node or a leaf node, each tree node corresponds to each piece of first networking equipment information and second networking equipment information, and each leaf node corresponds to a group of abnormal traffic rate and effective monitoring rate. Each tree node outputs on the condition that the control efficiency of the first networking device and the second networking device is greater than a first expected value.
And carrying out networking optimization through the random forest to obtain a networking strategy of a branch line where the leaf node with the minimum abnormal pass rate and the maximum effective monitoring rate is located.
Furthermore, the minimum abnormal traffic rate and the maximum effective monitoring rate can be used as an objective function, iterative solution is performed through a random forest, and specifically, the objective function can be min (a/b), wherein a is the abnormal traffic rate, b is the effective monitoring rate, and it can be seen that the smaller the objective function is, the smaller the abnormal traffic rate is, or the larger the effective monitoring rate is.
Optionally, in the step of performing networking optimization on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target to obtain networking strategies of the first networking device and the second networking device, the time period can be divided according to the people stream data of the target area to obtain people stream time periods of different people stream data; under the condition of full time period, networking optimization is carried out on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain a full-time networking strategy of the first networking equipment and the second networking equipment; and under the condition of time division, taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, taking networking cost smaller than preset networking cost as constraint, and performing networking optimization on a target area to obtain a time-division networking strategy of the first networking equipment and the second networking equipment.
In the embodiment of the invention, the time period can be divided according to the people stream data of the target area to obtain people stream time periods of different people stream data, for example, the time period of each day is divided into a people stream valley time period, a people stream steady time period and a people stream peak time period, the whole time period is a time period corresponding to one day, the time periods are respectively the people stream valley time period, the people stream steady time period and the people stream peak time period, and the networking optimization method of the random forest is used for carrying out networking optimization on the target area under the condition of the whole time period to obtain a whole-time networking strategy of the first networking equipment and the second networking equipment; and performing networking optimization on the target area under the time division condition by the networking optimization method of the random forest to obtain a time division networking strategy of the first networking equipment and the second networking equipment.
The above-mentioned full-time networking policy may be understood as a first networking device and a second networking device that need to participate in networking within a day, and the above-mentioned time-sharing networking policy may be understood as a first networking device and a second networking device that need to participate in networking respectively in a valley period of people flow, a steady period of people flow, and a peak period of people flow.
The cost includes networking costs of the first networking device and the second networking device, and in particular, the networking costs may include network costs, electricity costs, and maintenance costs. The preset networking cost may be determined according to an operation expenditure cost.
Through the time interval networking strategy, the first networking equipment and the second networking equipment can be controlled to exit networking in the valley period of the people stream, a small amount of the first networking equipment and the second networking equipment can be controlled to access networking and exit networking in the steady period of the people stream, and a large amount of the first networking equipment and the second networking equipment can be controlled to access networking in the peak period of the people stream, so that the networking cost of a target area can be reduced.
Optionally, the traffic control device is a traffic control device based on image recognition, and before acquiring the first networking device information and the second networking device information of the target area, the recognition accuracy of the first networking device and the key point position of the target area can be acquired; determining an initial networking strategy according to the identification accuracy and the key point positions; and performing device networking on the first networking device and the second networking device according to the initial networking strategy.
In the embodiment of the invention, the first networking equipment of the pavilion is a traffic control equipment based on image recognition, the second networking equipment is a personnel monitoring equipment based on image recognition, the recognition accuracy of the first networking equipment can be obtained when the first networking equipment and the second networking equipment are installed for the first time, the initial networking quantity of the first networking equipment is determined according to the recognition accuracy, and the defect of the recognition accuracy is made up by the initial networking quantity of the first networking equipment. Specifically, when the identification accuracy of the first networking device is lower than the preset accuracy, the initial networking number of the first networking device is increased to improve the identification accuracy.
The key points can be key points in the target area, and the key points can be arranged at positions such as people flow passing points, people flow dense points and the like. And after the key point positions are determined, installing second networking equipment on the key point positions to carry out networking.
After the first networking device and the second networking device are initially installed according to the initial networking strategy, the first networking device and the second networking device can be additionally installed according to the networking strategy in the subsequent use process, so that the networking efficiency of the devices is improved.
It should be noted that the device networking method provided by the embodiment of the invention can be applied to devices such as electronic sentry, intelligent entrance guard, monitoring camera, smart phone, computer, server and the like which can perform device networking.
Optionally, referring to fig. 3, fig. 3 is a schematic structural diagram of a device networking apparatus according to an embodiment of the present invention, as shown in fig. 3, where the apparatus includes:
a first obtaining module 301, configured to obtain first networking device information and second networking device information of a target area, where the first networking device is disposed in an entry area of the target area, and the second networking device is disposed in an inner area of the target area;
A first processing module 302, configured to determine a networking policy of the first networking device and the second networking device according to the first networking device information and the second networking device information;
and the first networking module 303 is configured to perform device networking on the first networking device and the second networking device according to the networking policy.
Optionally, the first networking device information includes history traffic information, the second networking device information includes history monitoring information, and the processing module 302 is further configured to calculate, according to the history traffic information and the history monitoring information, an abnormal traffic rate of the first networking device; according to the historical traffic information and the historical monitoring information, calculating to obtain the effective monitoring rate of the second networking equipment; and determining networking strategies of the first networking equipment and the second networking equipment according to the abnormal pass rate and the effective monitoring rate.
Optionally, the history traffic information includes history traffic personnel information, the history monitoring information includes history monitoring personnel information, the processing module 302 is further configured to determine, according to the history traffic personnel information and the history monitoring personnel information, an abnormal traffic personnel and a normal traffic personnel in each history period, where the abnormal traffic personnel has the history monitoring personnel information and does not have the history traffic personnel information, and the normal traffic personnel has the history monitoring personnel information and has the history traffic personnel information; and calculating the abnormal pass rate of the first networking equipment in each history period according to the abnormal pass personnel and the normal pass personnel.
Optionally, the processing module 302 is further configured to determine, according to the historical traffic personnel information and the historical traffic personnel information, an abnormal monitor and a normal monitor in each historical period, where the abnormal monitor has the historical traffic personnel information and does not have the historical traffic personnel information, and the normal monitor has the historical traffic personnel information and has the historical traffic personnel information; and calculating the effective monitoring rate of the second networking equipment in each history period according to the abnormal monitoring personnel and the normal monitoring personnel.
Optionally, the processing module 302 is further configured to perform networking optimization on the target area with one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain a networking policy of the first networking device and the second networking device.
Optionally, the processing module 302 is further configured to divide the time periods according to the people stream data of the target area, so as to obtain people stream time periods of different people stream data; under the condition of full time period, networking optimization is carried out on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain full time period networking strategies of the first networking equipment and the second networking equipment; and under the condition of time division, taking one of the minimum abnormal passing rate and the maximum effective monitoring rate as a target, taking networking cost smaller than preset networking cost as constraint, and performing networking optimization on the target area to obtain a time-division networking strategy of the first networking equipment and the second networking equipment.
Optionally, the apparatus further includes:
the second acquisition module is used for acquiring the identification accuracy of the first networking equipment and the key point positions of the target area;
the second processing module is used for determining an initial networking strategy according to the identification accuracy and the key point positions;
and the second networking module is used for networking the first networking equipment and the second networking equipment according to the initial networking strategy.
It should be noted that the device networking apparatus provided by the embodiment of the present invention may be applied to devices such as electronic sentry, intelligent access control, monitoring camera, smart phone, computer, server, etc. that may perform device networking.
The equipment networking device provided by the embodiment of the invention can realize each process realized by the equipment networking method in the method embodiment, and can achieve the same beneficial effects. In order to avoid repetition, a description thereof is omitted.
Referring to fig. 4, fig. 4 is a schematic structural diagram of an electronic device according to an embodiment of the present invention, as shown in fig. 4, including: a memory 402, a processor 401 and a computer program of a device networking method stored on the memory 402 and executable on the processor 401, wherein:
The processor 401 is configured to call a computer program stored in the memory 402, and perform the following steps:
acquiring first networking equipment information and second networking equipment information of a target area, wherein the first networking equipment is arranged in an entrance area of the target area and used for acquiring traffic personnel information, and the second networking equipment is arranged in an inner area of the target area and used for acquiring monitoring personnel information;
determining networking strategies of the first networking equipment and the second networking equipment according to the first networking equipment information and the second networking equipment information;
and performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy.
Optionally, the first networking device information includes history traffic information, the second networking device information includes history monitoring information, and determining, by the processor 401, a networking policy of the first networking device and the second networking device according to the first networking device information and the second networking device information includes:
according to the historical traffic information and the historical monitoring information, calculating to obtain the abnormal traffic rate of the first networking equipment;
according to the historical traffic information and the historical monitoring information, calculating to obtain the effective monitoring rate of the second networking equipment;
And determining networking strategies of the first networking equipment and the second networking equipment according to the abnormal pass rate and the effective monitoring rate.
Optionally, the historical traffic information includes historical traffic personnel information, the historical monitoring information includes historical monitoring personnel information, the calculating, by the processor 401, the abnormal traffic rate of the first networking device according to the historical traffic information and the historical monitoring information includes:
according to the historical traffic personnel information and the historical monitoring personnel information, determining abnormal traffic personnel and normal traffic personnel in each historical period, wherein the abnormal traffic personnel have the historical monitoring personnel information and do not have the historical traffic personnel information, and the normal traffic personnel have the historical monitoring personnel information and have the historical traffic personnel information;
and calculating the abnormal pass rate of the first networking equipment in each history period according to the abnormal pass personnel and the normal pass personnel.
Optionally, the calculating, by the processor 401, the effective monitoring rate of the second networking device according to the historical traffic information and the historical monitoring information includes:
According to the historical traffic personnel information and the historical monitoring personnel information, determining abnormal monitoring personnel and normal monitoring personnel in each historical period, wherein the abnormal monitoring personnel have the historical traffic personnel information and do not have the historical monitoring personnel information, and the normal monitoring personnel have the historical monitoring personnel information and have the historical traffic personnel information;
and calculating the effective monitoring rate of the second networking equipment in each history period according to the abnormal monitoring personnel and the normal monitoring personnel.
Optionally, the determining, by the processor 401, the networking policy of the first networking device and the second networking device according to the abnormal traffic rate and the effective monitoring rate includes:
and carrying out networking optimization on the target area by taking one of the minimum abnormal pass rate and the maximum effective monitoring rate as a target to obtain networking strategies of the first networking equipment and the second networking equipment.
Optionally, the networking optimization of the target area with the objective of one of the minimum abnormal traffic rate and the maximum effective monitoring rate performed by the processor 401 to obtain a networking policy of the first networking device and the second networking device includes:
Dividing time periods according to the people stream data of the target area to obtain people stream time periods of different people stream data;
under the condition of full time period, networking optimization is carried out on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain full time period networking strategies of the first networking equipment and the second networking equipment;
and under the condition of time division, taking one of the minimum abnormal passing rate and the maximum effective monitoring rate as a target, taking networking cost smaller than preset networking cost as constraint, and performing networking optimization on the target area to obtain a time-division networking strategy of the first networking equipment and the second networking equipment.
Optionally, the traffic control device is a traffic control device based on image recognition, and before the acquiring the first networking device information and the second networking device information of the target area, the method executed by the processor 401 further includes:
acquiring the identification accuracy of the first networking equipment and the key point positions of the target area;
determining an initial networking strategy according to the identification accuracy and the key point positions;
and performing equipment networking on the first networking equipment and the second networking equipment according to the initial networking strategy.
The electronic equipment provided by the embodiment of the invention can realize each process realized by the equipment networking method in the method embodiment, and can achieve the same beneficial effects. In order to avoid repetition, a description thereof is omitted.
The embodiment of the invention also provides a computer readable storage medium, on which a computer program is stored, which when executed by a processor, implements each process of the device networking method or the application device networking method provided by the embodiment of the invention, and can achieve the same technical effect, so that repetition is avoided, and no further description is provided herein.
Those skilled in the art will appreciate that implementing all or part of the above-described methods in accordance with the embodiments may be accomplished by way of a computer program stored on a computer readable storage medium, which when executed may comprise the steps of the embodiments of the methods described above. The storage medium may be a magnetic disk, an optical disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM) or the like.
The foregoing disclosure is illustrative of the present invention and is not to be construed as limiting the scope of the invention, which is defined by the appended claims.

Claims (7)

1. A method for networking devices, comprising the steps of:
acquiring first networking equipment information and second networking equipment information of a target area, wherein the first networking equipment is arranged in an entrance area of the target area and used for acquiring traffic personnel information, the second networking equipment is arranged in an inner area of the target area and used for acquiring monitoring personnel information, the first networking equipment information comprises historical traffic information, the second networking equipment information comprises historical monitoring information, the first networking equipment is traffic control equipment based on image recognition, and the second networking equipment is personnel monitoring equipment based on image recognition;
according to the historical traffic information and the historical monitoring information, calculating to obtain the abnormal traffic rate of the first networking equipment;
according to the historical traffic information and the historical monitoring information, calculating to obtain the effective monitoring rate of the second networking equipment;
dividing time periods according to the people stream data of the target area to obtain people stream time periods of different people stream data;
under the condition of full time period, networking optimization is carried out on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain full time period networking strategies of the first networking equipment and the second networking equipment;
Under the condition of time division, taking one of the minimum abnormal passing rate and the maximum effective monitoring rate as a target, and taking networking cost smaller than preset networking cost as constraint, and performing networking optimization on the target area to obtain a time-division networking strategy of the first networking equipment and the second networking equipment;
and performing equipment networking on the first networking equipment and the second networking equipment according to the networking strategy.
2. The device networking method of claim 1, wherein the historical traffic information comprises historical traffic personnel information, the historical monitoring information comprises historical monitoring personnel information, and the calculating the abnormal traffic rate of the first networking device according to the historical traffic information and the historical monitoring information comprises:
according to the historical traffic personnel information and the historical monitoring personnel information, determining abnormal traffic personnel and normal traffic personnel in each historical period, wherein the abnormal traffic personnel have the historical monitoring personnel information and do not have the historical traffic personnel information, and the normal traffic personnel have the historical monitoring personnel information and have the historical traffic personnel information;
And calculating the abnormal pass rate of the first networking equipment in each history period according to the abnormal pass personnel and the normal pass personnel.
3. The device networking method of claim 2, wherein the calculating the effective monitoring rate of the second networking device according to the historical traffic information and the historical monitoring information comprises:
according to the historical traffic personnel information and the historical monitoring personnel information, determining abnormal monitoring personnel and normal monitoring personnel in each historical period, wherein the abnormal monitoring personnel have the historical traffic personnel information and do not have the historical monitoring personnel information, and the normal monitoring personnel have the historical monitoring personnel information and have the historical traffic personnel information;
and calculating the effective monitoring rate of the second networking equipment in each history period according to the abnormal monitoring personnel and the normal monitoring personnel.
4. The device networking method of claim 1, wherein prior to the obtaining the first networking device information and the second networking device information for the target area, the method further comprises:
Acquiring the identification accuracy of the first networking equipment and the key point positions of the target area;
determining an initial networking strategy according to the identification accuracy and the key point positions;
and performing equipment networking on the first networking equipment and the second networking equipment according to the initial networking strategy.
5. A device networking apparatus, the apparatus comprising:
the system comprises an acquisition module, a control module and a control module, wherein the acquisition module is used for acquiring first networking equipment information and second networking equipment information of a target area, the first networking equipment is arranged in an entrance area of the target area, the second networking equipment is arranged in an inner area of the target area, the first networking equipment information comprises history traffic information, the second networking equipment information comprises history monitoring information, the first networking equipment is traffic control equipment based on image identification, and the second networking equipment is personnel monitoring equipment based on image identification;
the processing module is used for calculating the abnormal traffic rate of the first networking equipment according to the historical traffic information and the historical monitoring information; according to the historical traffic information and the historical monitoring information, calculating to obtain the effective monitoring rate of the second networking equipment; dividing time periods according to the people stream data of the target area to obtain people stream time periods of different people stream data; under the condition of full time period, networking optimization is carried out on the target area by taking one of the minimum abnormal traffic rate and the maximum effective monitoring rate as a target, so as to obtain full time period networking strategies of the first networking equipment and the second networking equipment; under the condition of time division, taking one of the minimum abnormal passing rate and the maximum effective monitoring rate as a target, and taking networking cost smaller than preset networking cost as constraint, and performing networking optimization on the target area to obtain a time-division networking strategy of the first networking equipment and the second networking equipment;
And the networking module is used for networking the first networking equipment and the second networking equipment according to the networking strategy.
6. An electronic device, comprising: memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps in the device networking method according to any one of claims 1 to 4 when the computer program is executed.
7. A computer readable storage medium, characterized in that it has stored thereon a computer program which, when executed by a processor, implements the steps in the device networking method according to any of claims 1 to 4.
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Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2014176693A1 (en) * 2013-04-29 2014-11-06 Intelliview Technologies Inc. Object detection
CN205622776U (en) * 2016-05-27 2016-10-05 王炫力 Video electronic police gets rid of and lou claps device
CN109800633A (en) * 2018-12-11 2019-05-24 深圳云天励飞技术有限公司 A kind of illegal judgment method of Manpower Transportation, device and electronic equipment
CN110276261A (en) * 2019-05-23 2019-09-24 平安科技（深圳）有限公司 Personnel automatically track monitoring method, device, computer equipment and storage medium
WO2021022793A1 (en) * 2019-08-02 2021-02-11 创新先进技术有限公司 Method and device for visitor traffic statistics
KR20210038487A (en) * 2020-07-21 2021-04-07 베이징 바이두 넷컴 사이언스 앤 테크놀로지 코., 엘티디. Image detection method, device, electronic device, storage medium, and program
CN112990622A (en) * 2019-12-12 2021-06-18 深圳云天励飞技术有限公司 People flow based security check personnel adjusting method and related device
CN113837030A (en) * 2021-09-06 2021-12-24 中国福利会国际和平妇幼保健院 Intelligent personnel management and control method and system for epidemic situation prevention and control and computer equipment

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2014176693A1 (en) * 2013-04-29 2014-11-06 Intelliview Technologies Inc. Object detection
CN205622776U (en) * 2016-05-27 2016-10-05 王炫力 Video electronic police gets rid of and lou claps device
CN109800633A (en) * 2018-12-11 2019-05-24 深圳云天励飞技术有限公司 A kind of illegal judgment method of Manpower Transportation, device and electronic equipment
CN110276261A (en) * 2019-05-23 2019-09-24 平安科技（深圳）有限公司 Personnel automatically track monitoring method, device, computer equipment and storage medium
WO2021022793A1 (en) * 2019-08-02 2021-02-11 创新先进技术有限公司 Method and device for visitor traffic statistics
CN112990622A (en) * 2019-12-12 2021-06-18 深圳云天励飞技术有限公司 People flow based security check personnel adjusting method and related device
KR20210038487A (en) * 2020-07-21 2021-04-07 베이징 바이두 넷컴 사이언스 앤 테크놀로지 코., 엘티디. Image detection method, device, electronic device, storage medium, and program
CN113837030A (en) * 2021-09-06 2021-12-24 中国福利会国际和平妇幼保健院 Intelligent personnel management and control method and system for epidemic situation prevention and control and computer equipment

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