CN114143189B - Batch supervision system of WIFI6 equipment - Google Patents
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- CN114143189B CN114143189B CN202111397593.6A CN202111397593A CN114143189B CN 114143189 B CN114143189 B CN 114143189B CN 202111397593 A CN202111397593 A CN 202111397593A CN 114143189 B CN114143189 B CN 114143189B
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- 238000013528 artificial neural network Methods 0.000 claims description 8
- 230000003044 adaptive effect Effects 0.000 claims description 5
- 238000012544 monitoring process Methods 0.000 abstract 1
- 238000007726 management method Methods 0.000 description 55
- 238000000034 method Methods 0.000 description 5
- 230000004044 response Effects 0.000 description 4
- 238000001514 detection method Methods 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000006855 networking Effects 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 1
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- 238000007405 data analysis Methods 0.000 description 1
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Classifications
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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
- H04L41/08—Configuration management of networks or network elements
- H04L41/0803—Configuration setting
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
- H04W16/18—Network planning tools
- H04W16/20—Network planning tools for indoor coverage or short range network deployment
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/04—Arrangements for maintaining operational condition
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W84/00—Network topologies
- H04W84/18—Self-organising networks, e.g. ad-hoc networks or sensor networks
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
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Abstract
The batch supervision system of the WIFI6 equipment provided by the invention comprises the following components: a plurality of WIFI6 devices; the WIFI6 devices form a wireless ad hoc network through a mesh protocol; the WIFI6 equipment is used for collecting the state information of the WIFI6 equipment and uploading the state information to the management platform; the WIFI6 equipment is also used for receiving a configuration instruction and completing configuration according to the configuration instruction; and (3) a management platform: communicating with the WIFI6 device; the management platform is used for receiving the state information of the WIFI6 equipment; the management platform is also used for receiving the configuration instruction and issuing the configuration instruction to the corresponding WIFI6 equipment. The system can monitor a plurality of WIFI6 devices simultaneously, and configures each WIFI6 device according to the monitoring conditions, so that the network speed of the wireless ad hoc network is improved, and the experience of a user is improved.
Description
Technical Field
The invention belongs to the technical field of network security, and particularly relates to a batch supervision system of WIFI6 equipment.
Background
Wi-Fi6, the sixth generation wireless network technology, is the name of the Wi-Fi standard. Wi-Fi6 devices mainly use OFDMA, MU-MIMO (multi-user multiple input multiple output) etc. techniques, which allow routers to communicate with four devices at a time, wi-Fi6 devices allow communication with up to 8 devices. Wi-Fi6 devices also utilize other techniques such as OFDMA (orthogonal frequency division multiple access) and transmit beamforming to increase efficiency and network capacity, such that the highest rate of Wi-Fi6 devices can reach 9.6Gbps.
In some large sites, such as malls and office buildings, wi-Fi6 devices are typically configured in multiple places in the site, with all Wi-Fi6 devices configured substantially identically, so that users can connect to the wireless network at various locations of the site to ensure that the entire site is covered by the wireless network. However, in the same place, because the number of users connected with different Wi-Fi6 devices is different, the wireless network signals received by the users are also different, so that the wireless network signal strength at different positions is different in the same place, and the user experience is bad. However, the prior art does not provide a supervision method for a system with multiple Wi-Fi6 devices, so that Wi-Fi6 devices are supervised, and the experience of users is improved.
Disclosure of Invention
Aiming at the defects in the prior art, the invention provides a batch supervision system of WIFI6 equipment, which can carry out batch supervision on a plurality of Wi-Fi6 equipment and improve the experience of users.
A batch supervisory system for WIFI6 devices, comprising:
a plurality of WIFI6 devices; the WIFI6 devices form a wireless ad hoc network through a mesh protocol; the WIFI6 equipment is used for collecting the state information of the WIFI equipment and uploading the state information to the management platform; the WIFI6 equipment is also used for receiving the configuration instruction and completing configuration according to the configuration instruction;
and (3) a management platform: communicating with a WIFI6 device; the management platform is used for receiving the status information of the WIFI6 equipment; the management platform is also used for receiving the configuration instruction and issuing the configuration instruction to the corresponding WIFI6 equipment.
Preferably, the WIFI6 device is further configured to collect configuration information thereof, and upload the configuration information to the management platform;
the management platform is also used for receiving the configuration information and issuing the configuration instruction to the corresponding WIFI6 equipment when the configuration instruction is received and is inconsistent with the configuration information.
Preferably, the WIFI6 device is specifically configured to collect status information and configuration information through a ubus protocol;
the WIFI6 device is specifically configured to complete configuration after converting the configuration instruction according to the ubus protocol when receiving the configuration instruction.
Preferably, the management platform comprises a local management platform and a cloud management platform;
the local management platform and the cloud management platform are respectively communicated with the WIFI6 equipment through a TLS protocol.
Preferably, the status information includes a user connection number;
the local management platform is specifically used for:
when receiving the status information of the WIFI6 equipment, analyzing the status information to obtain the number of user connections;
and when the number of the user connections exceeds the preset maximum number of the connections, generating configuration information for increasing the power of the WIFI6 equipment.
Preferably, the status information includes access types of respective network requests; the access type comprises graphics, texts, audio and video;
the local management platform is specifically used for:
when receiving the status information of the WIFI6 equipment, analyzing the status information to obtain the access types of the network requests;
counting the access types of the network requests to obtain the number of each access type;
configuring bandwidth for each access type according to the number of each access type;
and generating configuration information according to the configured bandwidth.
Preferably, the status information includes network signal strength;
the local management platform is specifically used for:
when receiving the status information of the WIFI6 equipment, analyzing the status information to obtain the network signal intensity of the WIFI6 equipment;
and generating configuration information for switching the frequency band in the WIFI6 equipment according to the network signal intensity.
Preferably, the local management platform is further configured to:
uploading the configuration instruction to a cloud management platform;
the cloud management platform is also used for:
and storing configuration instructions and current state information corresponding to the WIFI6 equipment.
Preferably, the cloud management platform is specifically configured to:
acquiring historical state information and a historical configuration instruction of the WIFI6 equipment;
training the historical state information and the historical configuration instruction by using a preset neural network training function to obtain a self-adaptive configuration model;
and receiving the state information of the WIFI6 equipment, transmitting the state information to the self-adaptive configuration model, and outputting a corresponding configuration instruction by the self-adaptive configuration model.
Preferably, the neural network training function comprises epoch, batch, iteration or Softmax.
According to the technical scheme, the batch supervision system provided by the invention can supervise a plurality of WIFI6 devices at the same time, and configure each WIFI6 device according to supervision conditions, so that the network speed of the wireless ad hoc network is improved, and the experience of a user is improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. Like elements or portions are generally identified by like reference numerals throughout the several figures. In the drawings, elements or portions thereof are not necessarily drawn to scale.
Fig. 1 is a block diagram of a batch supervision system of WIFI6 devices provided in an embodiment.
Fig. 2 is another block diagram of a batch supervision system of WIFI6 devices according to an embodiment.
Detailed Description
Embodiments of the technical scheme of the present invention will be described in detail below with reference to the accompanying drawings. The following examples are only for more clearly illustrating the technical aspects of the present invention, and thus are merely examples, and are not intended to limit the scope of the present invention. It is noted that unless otherwise indicated, technical or scientific terms used herein should be given the ordinary meaning as understood by one of ordinary skill in the art to which this invention pertains.
It should be understood that the terms "comprises" and "comprising," when used in this specification and the appended claims, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
It is also to be understood that the terminology used in the description of the invention herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used in this specification and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
As used in this specification and the appended claims, the term "if" may be interpreted as "when..once" or "in response to a determination" or "in response to detection" depending on the context. Similarly, the phrase "if a determination" or "if a [ described condition or event ] is detected" may be interpreted in the context of meaning "upon determination" or "in response to determination" or "upon detection of a [ described condition or event ]" or "in response to detection of a [ described condition or event ]".
Examples:
a batch supervisory system for WIFI6 devices, see fig. 1, comprising:
a plurality of WIFI6 devices 1; the WIFI6 devices 1 form a wireless ad hoc network through a mesh protocol; the WIFI6 equipment 1 is used for collecting state information of the WIFI and uploading the state information to the management platform 2; the WIFI6 equipment 1 is also used for receiving a configuration instruction and completing configuration according to the configuration instruction;
management platform 2: communicate with WIFI6 device 1; the management platform 2 is used for receiving the state information of the WIFI6 equipment 1; the management platform 2 is further configured to receive a configuration instruction, and send the configuration instruction to the corresponding WIFI6 device 1.
In this embodiment, the WIFI6 device 1 and the WIFI6 device 1 perform wireless networking through a mesh protocol. The number and model of the WIFI6 devices 1 can be determined according to the size of the location and the requirement on network signals. All WIFI6 devices 1 should be deployed to ensure that their wireless network covers the whole location, for example the whole office building or the whole mall. The WIFI6 device 1 needs to be deployed not only in the horizontal direction but also in the vertical direction. The status information is used to reflect the operation of the WIFI6 device 1.
In this embodiment, the WIFI6 device 1 collects its own status information, sends the status information to the management platform 2 for analysis, so as to obtain connection conditions of each WIFI6 device 1, and generates a configuration instruction according to the connection conditions of each WIFI6 device 1, so as to configure each WIFI6 device 1. The configuration instructions are used for configuring various parameters when the WIFI6 device 1 is used.
In this embodiment, the batch supervision system can simultaneously supervise a plurality of WIFI6 devices 1, and configure each WIFI6 device 1 according to supervision conditions, so as to improve the network speed of the wireless ad hoc network, thereby improving the experience of users.
Further, in some embodiments, the WIFI6 device 1 is further configured to collect configuration information thereof, and upload the configuration information to the management platform 2;
the management platform 2 is further configured to receive the configuration information, and issue the configuration instruction to the corresponding WIFI6 device 1 when the configuration instruction is received and the configuration instruction is inconsistent with the configuration information.
In this embodiment, in order to improve the effectiveness of the WIFI6 device 1, the WIFI6 device 1 may upload the configuration information of the WIFI6 device 1 to the management platform 2 while uploading the status information to the management platform 2. The configuration information includes specific values for each parameter. When receiving the configuration instruction, the management platform 2 firstly judges whether the configuration instruction is consistent with the configuration information, and if so, the current configuration information of the WIFI6 equipment 1 can meet the requirement of the configuration instruction without reconfiguration. And if the configuration instructions are inconsistent, issuing the configuration instructions to the WIFI6 equipment 1 for configuration. For example, the frequency band in the configuration information of the WIFI6 device a is 5G, and if the configuration instruction received by the management platform 2 is to configure the frequency band of the WIFI6 device a to be 5G, the current WIFI6 device a already meets the requirement of the configuration instruction, and reconfiguration is not needed. If the configuration instruction received by the management platform 2 is to configure the frequency band of the WIFI6 device a to be 2.4G, the configuration instruction is issued to the WIFI6 device a, and the frequency band of the WIFI6 device a is configured to be 2.4G.
Further, in some embodiments, WIFI6 device 1 is specifically configured to collect status information and configuration information through the ubus protocol;
the WIFI6 device 1 is specifically configured to complete configuration after converting the configuration instruction according to the ubus protocol when receiving the configuration instruction.
In this embodiment, WIFI6 device 1 has two sets of protocols: the mesh protocol is used for realizing networking between the WIFI6 equipment 1 and the WIFI6 equipment 1, and the ubus protocol is used for realizing configuration of the WIFI6 equipment 1, so that when the WIFI6 equipment 1 receives a configuration instruction, the configuration can be identified and performed after the configuration instruction is converted according to the ubus protocol.
Further, in some embodiments, referring to fig. 2, the management platform 2 includes a local management platform 11 and a cloud management platform 12;
the local management platform 11 and the cloud management platform 12 communicate with the WIFI6 device 1 through TLS protocols, respectively.
In this embodiment, the management platform 2 includes a local management platform 11 and a cloud management platform 12, where the local management platform 11 is used for a user to quickly perform supervision on the WIFI6 device 1, without reading data from the cloud each time. The cloud management platform 12 may be used to implement functions such as data backup and data analysis.
Further, in some embodiments, the status information includes a number of user connections;
the local management platform 11 is specifically configured to:
when receiving the status information of the WIFI6 equipment 1, analyzing the status information to obtain the number of user connections;
and when the number of the user connections exceeds the preset maximum number of the connections, generating configuration information for increasing the power of the WIFI6 equipment 1.
In this embodiment, the number of user connections is the number of users connected to the WIFI6 device 1. If the number of users connected in one WIFI6 device 1 is excessive, the access request received by the WIFI6 device 1 will increase, and the speed or signal strength of the wireless network will be reduced. The power of the WIFI6 device 1 can be increased at this time to increase the speed or signal strength of the wireless network. The local management platform 11 generates configuration information for increasing the power of the WIFI6 device 1 when detecting that the number of user connections exceeds the maximum number of connection persons, wherein the maximum number of connection persons is set by itself according to the user requirements.
Further, in some embodiments, the status information includes access types of respective network requests; the access type comprises graphics, texts, audio and video;
the local management platform 11 is specifically configured to:
when receiving the status information of the WIFI6 equipment 1, analyzing the status information to obtain the access types of each network request;
counting the access types of the network requests to obtain the number of each access type;
configuring bandwidth for each access type according to the number of each access type;
and generating configuration information according to the configured bandwidth.
In this embodiment, the system may also allocate bandwidth for network requests of various access types, so that various network requests can be responded to in time. The system firstly counts the number of the access requests of the graphics context class, the access requests of the audio class and the access requests of the video class respectively, and then allocates bandwidth for each access type according to the number. The allocation method can be average allocation or allocation according to the data size. For example, assuming that the number of access requests of the graphics context, the number of access requests of the audio context and the number of access requests of the video context are equal, the same bandwidth may be allocated to these three access requests, or an allocation ratio may be defined according to the data amount of video, audio and graphics context, for example, defined as 3:2:1, then according to 3:2: the ratio of 1 allocates corresponding bandwidths for the three types of access requests. Assuming that the number of the access requests of the graphics context type, the number of the access requests of the audio type and the number of the access requests of the video type are not equal, corresponding bandwidths can be allocated to the three access requests according to the number proportion of the three access requests or according to the number proportion and the allocation proportion of the three access requests.
Further, in some embodiments, the status information includes network signal strength;
the local management platform 11 is specifically configured to:
when receiving the state information of the WIFI6 equipment 1, analyzing the state information to obtain the network signal intensity of the WIFI6 equipment 1;
and generating configuration information for switching the frequency band in the WIFI6 equipment 1 according to the network signal intensity.
In this embodiment, the system may also automatically complete the function of frequency band switching according to the network signal strength of the WIFI6 device 1. For example, assuming that the current frequency band of the WIFI6 device a is 2.4G, but the network signal strength is poor and needs to be switched to the frequency band of 5G, the local management platform 11 generates configuration information for switching the frequency band, and switches the frequency band of the WIFI6 device 1.
Further, in some embodiments, the local management platform 11 is further configured to:
uploading the configuration instructions to the cloud management platform 12;
the cloud management platform 12 is further configured to:
and storing configuration instructions and current state information corresponding to the WIFI6 equipment 1.
In this embodiment, the cloud management platform 12 may be used to perform data backup, for example, the local management platform 11 may upload a configuration instruction to the cloud management platform 12 for backup, and when the cloud management platform 12 performs storage, the cloud management platform 12 may perform association storage on the configuration instruction and the state information, and in addition to performing data storage in the storage process, may also store association relation between the configuration instruction and the state information.
Further, in some embodiments, the cloud management platform 12 is specifically configured to:
acquiring historical state information and a historical configuration instruction of the WIFI6 equipment 1;
training the historical state information and the historical configuration instruction by using a preset neural network training function to obtain a self-adaptive configuration model;
and receiving the state information of the WIFI6 equipment 1, transmitting the state information to the adaptive configuration model, and outputting a corresponding configuration instruction by the adaptive configuration model.
In this embodiment, the cloud management platform 12 may train the historical data of the WIFI6 device 1 by using a neural network technology, and generate an adaptive configuration model for automatic supervision. The historical data comprises historical state information and historical configuration instructions, and the system trains the historical state information and the historical configuration instructions at the same time, so that the relation between the state information and the configuration instructions can be analyzed. Therefore, when the WIFI6 equipment 1 is used, after the state information of the WIFI6 equipment 1 received in real time is transmitted to the self-adaptive configuration model, the self-adaptive configuration model can output a corresponding configuration instruction, and the functions of automatic supervision and automatic configuration of the WIFI6 equipment 1 are realized.
Further, in some embodiments, the neural network training function includes epoch, batch, iteration or Softmax.
In this embodiment, the neural network training function may be several functions commonly used. epoch is called "first generation training" and uses all the data of the training set to complete one full training of the model. batch is called a "batch of data" and uses a small portion of the samples in the training set to make a back-propagation of parameter updates to the model weights. The iteration is called "one-time training" and uses one batch data to update parameters of the model once. Softmax is a class-classified exponential function.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some or all of the technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the invention, and are intended to be included within the scope of the appended claims and description.
Claims (7)
1. A batch supervisory system for WIFI6 devices, comprising:
a plurality of WIFI6 devices; the WIFI6 devices form a wireless ad hoc network through a mesh protocol; the WIFI6 equipment is used for collecting the state information of the WIFI6 equipment and uploading the state information to the management platform; the WIFI6 equipment is also used for receiving a configuration instruction and completing configuration according to the configuration instruction;
and (3) a management platform: communicating with the WIFI6 device; the management platform is used for receiving the state information of the WIFI6 equipment; the management platform is also used for receiving the configuration instruction and issuing the configuration instruction to the corresponding WIFI6 equipment;
the management platform comprises a local management platform and a cloud management platform;
the local management platform and the cloud management platform are respectively communicated with the WIFI6 equipment through a TLS protocol;
the state information comprises a user connection number;
the local management platform is specifically configured to:
when receiving the state information of the WIFI6 equipment, analyzing the state information to obtain the user connection number;
when the number of the user connections exceeds a preset maximum number of connections, generating the configuration instruction for increasing the power of the WIFI6 equipment;
the state information comprises access types of various network requests; the access type comprises graphics context, audio frequency and video frequency;
the local management platform is specifically configured to:
when receiving the status information of the WIFI6 equipment, analyzing the status information to obtain access types of various network requests;
counting the access types requested by the network to obtain the number of each access type;
configuring bandwidth for each access type according to the number of each access type;
and generating the configuration instruction according to the configured bandwidth.
2. The batch supervisory system of claim 1, wherein,
the WIFI6 equipment is also used for collecting configuration information of the WIFI6 equipment and uploading the configuration information to the management platform;
the management platform is also used for receiving the configuration information and issuing the configuration instruction to the corresponding WIFI6 device when the configuration instruction is received and is inconsistent with the configuration information.
3. The batch supervisory system of WIFI6 devices according to claim 2, wherein,
the WIFI6 device is specifically configured to collect the state information and the configuration information through a ubus protocol;
the WIFI6 device is specifically configured to complete the configuration after converting the configuration instruction according to the ubus protocol when receiving the configuration instruction.
4. The batch supervisory system of claim 1, wherein,
the status information includes network signal strength;
the local management platform is specifically configured to:
when the state information of the WIFI6 equipment is received, the state information is analyzed to obtain the network signal intensity of the WIFI6 equipment;
and generating the configuration instruction for switching the frequency band in the WIFI6 equipment according to the network signal intensity.
5. The batch supervisory system of claim 1, wherein,
the local management platform is further configured to:
uploading the configuration instruction to the cloud management platform;
the cloud management platform is further used for:
and storing the configuration instruction and the current state information of the corresponding WIFI6 equipment.
6. The batch supervisory system of claim 5, wherein,
the cloud management platform is specifically used for:
acquiring historical state information and a historical configuration instruction of the WIFI6 equipment;
training the historical state information and the historical configuration instruction by using a preset neural network training function to obtain a self-adaptive configuration model;
and receiving the state information of the WIFI6 equipment, transmitting the state information to the adaptive configuration model, and outputting the corresponding configuration instruction by the adaptive configuration model.
7. The batch supervisory system of claim 6, wherein,
the neural network training function includes epoch, batch, iteration or Softmax.
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| CN112491619A (en) * | 2020-11-25 | 2021-03-12 | 东北大学 | Self-adaptive distribution technology for service customized network resources based on SDN |
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