CN117692331A - CPE system based on optimal network selection and network configuration method - Google Patents
CPE system based on optimal network selection and network configuration method Download PDFInfo
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Abstract
The application discloses a CPE system based on optimal network selection and a network configuration method, and relates to the technical field of communication. When the network equipment needs to be connected with the CPE equipment, the CPE equipment capable of providing a network for the network equipment is determined through the position information of the network equipment and the distribution condition of a plurality of CPE equipment; then, based on these CPE devices, the network demand of the network device is determined by combining the device parameters of the network device and the network data, and the target CPE device meeting the network demand is determined based on the network demand. Furthermore, the target CPE device not only can provide a network for the network device, but also can meet the network requirement of the network device. Therefore, by analyzing the conditions of the network device and the CPE device, it is possible to realize an optimal network configuration that satisfies the network requirements of the network device and that can provide stable network connection. Therefore, optimal network configuration based on a plurality of CPE devices is realized, the stability of network communication is improved, and the actual network demand is met.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a CPE system and a network configuration method based on optimal network selection.
Background
With the development of communication technology, network communication has become a more common communication mode. Network communications including mobile network communications, such as 4G/5G network communications; wireless network communications are also included. In these network communication scenarios, communication may be achieved in dependence of CPE (Customer Premise Equipment, user terminal equipment) devices.
Currently, CPE devices are typically used alone and do not allow for optimal network configuration.
Disclosure of Invention
The invention aims to provide a CPE system and a network configuration method based on optimal network selection, which can realize optimal network configuration based on a plurality of CPE devices and improve the stability of network communication.
To achieve the above object, in a first aspect, an embodiment of the present application provides a network configuration method based on optimal network selection, including: receiving a network connection request sent by network equipment, wherein the network connection request comprises position information of the network equipment and equipment information of the network equipment, and the equipment information comprises equipment parameters of the network equipment and network data of the network equipment within a first preset duration; determining a first target CPE device according to the position information of the network using device, the network coverage range corresponding to the plurality of CPE devices respectively and the position information of the plurality of CPE devices; according to the equipment parameters and the network utilization data, network utilization requirement information of the network utilization equipment is determined, and the network utilization requirement information comprises: network strength requirements and network traffic requirements; determining a second target CPE device according to the network demand information and the use data of the first target CPE device in a second preset duration; and establishing a network connection between the network using equipment and the second target CPE equipment based on the network connection request.
In a possible implementation manner, the determining the first target CPE device according to the location information of the network device, the network coverage areas respectively corresponding to the CPE devices, and the location information of the CPE devices includes: comparing the position information of the network using equipment with network coverage areas respectively corresponding to the CPE equipment, and determining a plurality of first CPE equipment of which the network coverage areas contain the position information of the network using equipment from the CPE equipment; determining a plurality of second CPE devices with overlapping network coverage areas with the network coverage areas of other CPE devices from the plurality of first CPE devices; according to the position information respectively corresponding to the plurality of second CPE devices and the position information of the network using device, respectively determining the distances between the plurality of second CPE devices and the network using device; and determining the first target CPE equipment according to the distances between the second CPE equipment and the network using equipment.
In a possible implementation manner, the determining the network usage requirement information of the network usage device according to the device parameter and the network usage data includes: determining a network performance evaluation result of the network equipment according to the equipment parameters of the network equipment, a preset equipment network performance table and a preset network performance evaluation model, wherein the preset equipment network performance table comprises network performance evaluation values corresponding to various equipment models respectively; determining the network strength requirement according to the network performance evaluation result of the network equipment; according to the network utilization data of the network utilization equipment in a first preset time period, determining network flow requirements corresponding to the network utilization equipment; and determining the network demand information according to the network intensity demand and the network flow demand.
In one possible implementation manner, the device parameters of the network device include a device model, and the determining, according to the device parameters of the network device, a preset device network performance table and a preset network performance evaluation model, a network performance evaluation result of the network device includes: determining a first network performance evaluation result according to the equipment model of the network equipment and the preset equipment network performance table; determining a second network performance evaluation result according to the equipment parameters of the network equipment except the equipment type and the preset network performance evaluation model; determining the network strength requirement according to the first network performance evaluation result, the weight corresponding to the first network performance evaluation result, the second network performance evaluation result and the weight corresponding to the second network performance evaluation result; and determining the magnitude relation between the weight corresponding to the first network performance evaluation result and the weight corresponding to the second network performance evaluation result according to the update time of the preset equipment network performance table and the update time of the preset network performance evaluation model.
In one possible implementation, the networking data includes: the total network utilization time length and the total network utilization flow corresponding to the application programs respectively; the determining, according to the network usage data of the network usage device within the first preset duration, a network traffic requirement corresponding to the network usage device includes: determining a first ratio of the total network duration to the first preset duration; determining estimated total network traffic according to the first preset duration and a preset basic traffic value, wherein the basic traffic value is the lowest network traffic of an application program in unit duration; determining a second ratio of the total network traffic to the estimated total network traffic; if the first ratio is greater than or equal to the second ratio, determining the network flow demand according to the base flow value; and if the first ratio is smaller than the second ratio, determining the network flow demand according to the highest network flow of the preset application program in the unit time length.
In a possible implementation manner, the usage data of the first target CPE device in the second preset time period includes: total usage time, total consumption traffic, fastest network response speed, and slowest network response speed; the determining a second target CPE device according to the network demand information and the usage data of the first target CPE device within a second preset duration includes: determining a third CPE device capable of meeting the network flow demand from the first target CPE device according to the total use duration and the total consumption flow; determining a fourth CPE device which can meet the network strength requirement from the third CPE device according to the position information of the third CPE device and the position information of the network device; and determining the second target CPE equipment from the fourth CPE equipment according to the fastest network response speed and the slowest network response speed.
In a possible implementation manner, the determining the second target CPE device from the fourth CPE device according to the fastest network response speed and the slowest network response speed includes: comparing the fastest network response speeds of the plurality of fourth CPE devices, and determining a second target CPE device with the fastest network response speed meeting a first response speed condition from the plurality of fourth CPE devices, wherein the first response speed condition comprises: the fastest network response speed is larger than a preset response speed, and the fastest network response speed is not the fastest network response speed among a plurality of fastest network response speeds; comparing the slowest network response speeds of the fourth CPE devices, and determining a second target CPE device with the slowest network response speed meeting a second response speed condition from the fourth CPE devices, wherein the second response speed condition comprises: the slowest network response speed is greater than a preset response speed, and the slowest network response speed is the fastest slowest network response speed among a plurality of slowest network response speeds.
In one possible implementation, the second target CPE device includes: the second target CPE device with the fastest network response speed meeting the first response speed condition and the second target CPE device with the slowest network response speed meeting the second response speed condition establish network connection between the network device and the second target CPE device based on the network connection request, including: based on the network connection request, establishing network connection between the network using equipment and second target CPE equipment of which the slowest network response speed accords with a second response speed condition; and in response to detecting that the network connection between the network using equipment and the second target CPE equipment with the slowest network response speed meeting the second response speed condition is disconnected, establishing network connection between the network using equipment and the second target CPE equipment with the fastest network response speed meeting the first response speed condition.
In one possible implementation manner, the network configuration method further includes: detecting the number of network utilization devices respectively connected with the CPE devices; determining the total network equipment quantity connected with the CPE equipment according to the network equipment quantity respectively connected with the CPE equipment and a preset quantity adjustment value, wherein the preset quantity adjustment value is used for representing the quantity of invalid network equipment connected with a single CPE equipment, and the invalid network equipment is network equipment connected with the CPE equipment and the use flow is smaller than the preset flow; correspondingly, the receiving the network connection request sent by the network device includes: and receiving a network connection request sent by the network equipment in response to the fact that the total network equipment number is smaller than a preset number threshold.
In a second aspect, embodiments of the present application provide a CPE system based on optimal network selection, the CPE system comprising: a plurality of CPE devices and a network configuration platform; the network configuration platform is configured to: receiving a network connection request sent by network equipment, wherein the network connection request comprises position information of the network equipment and equipment information of the network equipment, and the equipment information comprises equipment parameters of the network equipment and network data of the network equipment within a first preset duration; determining a first target CPE device according to the position information of the network using device, the network coverage range corresponding to the CPE devices and the position information of the CPE devices; according to the equipment parameters and the network utilization data, network utilization requirement information of the network utilization equipment is determined, and the network utilization requirement information comprises: network strength requirements and network traffic requirements; determining a second target CPE device according to the network demand information and the use data of the first target CPE device in a second preset duration; and establishing a network connection between the network using equipment and the second target CPE equipment based on the network connection request.
Compared with the prior art, the technical scheme provided by the embodiment of the application has the following technical effects:
when the network equipment needs to be connected with the CPE equipment, the CPE equipment capable of providing a network for the network equipment is determined through the position information of the network equipment and the distribution condition of a plurality of CPE equipment; then, based on these CPE devices, the network demand of the network device is determined by combining the device parameters of the network device and the network data, and the target CPE device meeting the network demand is determined based on the network demand. Furthermore, the target CPE device not only can provide a network for the network device, but also can meet the network requirement of the network device. Therefore, according to the technical scheme, the network utilization requirements of the network utilization equipment can be met by analyzing the conditions of the network utilization equipment and the CPE equipment, and the optimal network configuration for stable network connection can be provided. Therefore, optimal network configuration based on a plurality of CPE devices is realized, the stability of network communication is improved, and the actual network demand is met.
Drawings
Fig. 1 is a schematic diagram of a CPE system selected based on an optimal network in accordance with an embodiment of the present application;
FIG. 2 is a flow chart of a network configuration method based on optimal network selection according to an embodiment of the present application;
Fig. 3 is an exemplary diagram of network coverage of a CPE according to an embodiment of the present application;
FIG. 4 is a block diagram of a network configuration device based on optimal network selection according to an embodiment of the present application;
fig. 5 is a block diagram of a network configuration platform according to an embodiment of the present application.
Detailed Description
The following detailed description of specific embodiments of the present application is made with reference to the accompanying drawings, but it is to be understood that the scope of protection of the present application is not limited by the specific embodiments.
Throughout the specification and claims, unless explicitly stated otherwise, the term "comprise" or variations thereof such as "comprises" or "comprising", etc. will be understood to include the stated element or component without excluding other elements or components.
The technical scheme provided by the embodiment of the application can be applied to various network communication scenes, and CPE systems are configured in the network communication scenes, so that network communication can be realized through the CPE systems.
When Wi-Fi is used, if the distance is long or the room is large, signal blind areas are very easy to occur. In such dead corners, the smart phone or other smart device has no way to receive the wireless signal from the wireless device. And in industrial production, data acquisition is in a remote mountain area and a water junction area, which causes a shortage of 5G signal coverage and unstable signals. And the CPE equipment Wi-Fi signal is adopted to realize secondary relay, the wireless network coverage of Wi-Fi is prolonged, the signal is subjected to 2 times of wireless relay by means of 5G-CPE, the coverage area of the 5G wireless network is increased, the data monitoring area is covered by the 5G network, and the data information is conveniently collected and transmitted.
In the existing CPE equipment arrangement, in order to fully cover network signals under a large-area use scene, a plurality of CPE equipment is generally required to be used for network secondary relay, so that the network equipment cannot accurately select a proper or optimal network port for connection, and the problems that network connection is unstable, network signal strength cannot meet the use requirement and the like easily occur. Therefore, there is a need for a CPE system and network configuration method based on optimal network selection to address and solve this problem.
CPE in a broad sense includes optical cats, routers, telephones, etc., whereas CPE in the 5G age generally refers specifically to network termination devices capable of connecting to a 5G network and converting it to Wi-Fi signals. The CPE generally has most functions of a router, such as providing multiple network ports, and after the WAN (Wide Area Network, wide area network interface) port is connected to the optical modem and configured with a broadband account number, it is used as a common router. The hardware configuration of the CPE is also similar to that of a general router, such as an ARM (Advanced RISC Machine, micro-processing chip) architecture chip, integrated memory and flash memory.
According to the CPE system and the network configuration method based on optimal network selection, network intensity evaluation is carried out on the network using equipment in the network coverage area of the CPE equipment, so that an optimal network connection port (CPE equipment) is selected for the network using equipment, an optimal network is provided, and network connection stability and network signal intensity of the network using equipment are ensured. Meanwhile, based on the network traffic demand of the network equipment, the CPE equipment connection corresponding to the intensity level is screened out from the CPE equipment which can provide the network for the network equipment, and when the network use demand of the network equipment is smaller than the traffic use demand, the network equipment is connected with the CPE equipment corresponding to the low intensity level. The method is further configured to use the application type with the larger traffic use requirement as the actual traffic use requirement of the network device when the plurality of application types are present.
Referring to fig. 1, a CPE system based on optimal network selection according to an embodiment of the present application includes: a plurality of CPE devices and a network configuration platform.
As shown in fig. 1, a plurality of CPE devices are shown as CPE device A, CPE device B and CPE device C, which are communicatively coupled to a network configuration platform, respectively. And storing the related information of the three CPE devices on the network configuration platform. It will be appreciated that in a practical application scenario, the number of CPE devices is not limited to the 3 shown here, but may be a greater number.
In fig. 1, there is also shown a network device with which a connection can be established with a respective CPE device of the plurality of CPE devices, and in particular with which CPE device the connection is established, which may be determined by the network configuration platform. That is, the network configuration platform gives the network configuration based on the optimal network selection by analyzing the actual conditions of the network equipment and the CPE equipment.
In some embodiments, the CPE system can be applied to various scenarios that require CPE devices to communicate, such as the aforementioned data acquisition scenarios, common wireless communication scenarios, and the like.
In some embodiments, the network configuration platform is equivalent to a network server, each CPE device is equivalent to a plurality of ports of the network server, and the process of configuring the network can be regarded as a process of configuring the ports of the server.
Referring to fig. 2, a flowchart of a network configuration method based on optimal network selection according to an embodiment of the present application may be applied to the network configuration platform shown in fig. 1, where the network configuration method includes:
step 201, receiving a network connection request sent by a network device, where the network connection request includes location information of the network device and device information of the network device, and the device information includes device parameters of the network device and network data of the network device within a first preset duration.
In some embodiments, the network device, in conjunction with different application scenarios, may be different devices, such as: in a data acquisition scenario, it is a data acquisition device; in a common wireless communication scenario, it may be a cell phone, a notebook computer, etc.
In some embodiments, when the network connection is required by the network device, a network connection request may be initiated, where the network request carries location information of the network device and device information of the network device.
In some embodiments, the device parameters of the network device are intrinsic information of the device, which may include: device model, device hardware parameters, etc.
In some embodiments, the first preset duration may be configured according to different application scenarios, for example: it may be within 3 days, within 5 days, etc. The first preset duration is only required to ensure that the network demand of the network equipment can be analyzed.
Step 202, determining a first target CPE device according to the location information of the network device, the network coverage areas respectively corresponding to the CPE devices, and the location information of the CPE devices.
The location information of the CPE devices is information stored in the network configuration platform and can be directly acquired.
In some embodiments, the network coverage of the CPE device may be understood as a range that enables network communication, and when the network device is within the network coverage, the CPE device may provide network communication functionality for the network device.
In some embodiments, there may be overlapping situations in which different CPE devices correspond to network coverage.
Referring to fig. 3, an example diagram of network coverage of CPE devices is shown in fig. 3, where CPE device a corresponds to a first network coverage, CPE device B corresponds to a second network coverage, and CPE device C corresponds to a third network coverage. Wherein, there is overlap in network coverage one and network coverage two, there is overlap in network coverage two and network coverage three. Further, if the network device is in an overlapping position, a network communication connection may be established with either of the respective two CPE devices.
As an alternative embodiment, step 202 includes: comparing the position information of the network using equipment with network coverage areas respectively corresponding to the CPE equipment, and determining a plurality of first CPE equipment of which the network coverage areas contain the position information of the network using equipment from the CPE equipment; determining a plurality of second CPE devices with overlapping network coverage areas with the network coverage areas of other CPE devices from the plurality of first CPE devices; according to the position information respectively corresponding to the plurality of second CPE devices and the position information of the network using device, respectively determining the distances between the plurality of second CPE devices and the network using device; the first target CPE device is determined based on the distances between the plurality of second CPE devices and the network device.
In some embodiments, comparing the location information of the network device with network coverage areas corresponding to the plurality of CPE devices, and determining whether the network device is in the network coverage area corresponding to each CPE device, if so, the corresponding CPE device may determine to be the first CPE device; if not, the corresponding CPE device is not the first CPE device.
Further, it is determined whether the network coverage area of each first CPE device overlaps with the network coverage area of other CPE devices, and if so, it is determined to be the second CPE device. If not, it is not determined to be the second CPE device.
Further, according to the position information of each second CPE device and the position information of the network using device, determining the distance between each second CPE device and the network using device according to a preset distance determining algorithm; based on the distance, a first target CPE device may be determined.
In some embodiments, the respective second CPE devices are arranged in order of distance from small to large, and then the second CPE device whose arrangement order is ninety percent before is selected as the first target CPE device. I.e. CPE devices that are too far apart, do not act as the first target CPE device.
Step 203, determining network requirement information of the network device according to the device parameters and the network data, where the network requirement information includes: network strength requirements and network traffic requirements.
As an alternative embodiment, step 203 includes: determining a network performance evaluation result of the network equipment according to equipment parameters of the network equipment, a preset equipment network performance table and a preset network performance evaluation model, wherein the preset equipment network performance table comprises network performance evaluation values corresponding to various equipment models respectively; determining network strength requirements according to the network performance evaluation result of the network equipment; according to the network utilization data of the network utilization equipment in the first preset time length, determining network flow requirements corresponding to the network utilization equipment; and determining network demand information according to the network strength demand and the network flow demand.
In some embodiments, the network performance evaluation values of the devices of the multiple device models may be preset in the preset network performance table, for example: model one; the evaluation value was 95, which represents a good result. Wherein, the higher the network performance evaluation value, the better the network performance is represented.
In some embodiments, the preset network performance evaluation model may be a pre-trained model, which may be a neural network model, a random forest model, or the like.
In some embodiments, training data corresponding to the network performance assessment model may include: and the network performance evaluation results corresponding to the various equipment parameters. The training data is utilized to train the model, so that the trained model can evaluate the network performance of the equipment according to the equipment parameters. The device parameters herein may not include a device model, but include only some hardware parameters, software parameters, and the like.
The network performance evaluation result output by the network performance evaluation model may also be a network performance evaluation value, and the configuration mode of the value is the same as that of a preset network performance table.
Further, the device parameters of the network device include a device model, and determining a network performance evaluation result of the network device according to the device parameters of the network device, a preset device network performance table and a preset network performance evaluation model includes: determining a first network performance evaluation result according to the equipment model of the network equipment and a preset equipment network performance table; determining a second network performance evaluation result according to the equipment parameters of the network equipment except the equipment type and a preset network performance evaluation model; determining a network strength requirement according to the first network performance evaluation result, the weight corresponding to the first network performance evaluation result, the second network performance evaluation result and the weight corresponding to the second network performance evaluation result; the magnitude relation between the weight corresponding to the first network performance evaluation result and the weight corresponding to the second network performance evaluation result is determined according to the update time of a preset device network performance table and the update time of a preset network performance evaluation model.
In this embodiment, the device model of the network device is compared with each device model in the preset device network performance table, and when the corresponding device model is found, the network performance evaluation value of the device model is determined as the first network performance evaluation result.
In some embodiments, the device parameters of the network device except the device type are input into a preset network performance evaluation model, and a second network performance evaluation result output by the model is obtained.
Further, the comprehensive evaluation result=the first network performance evaluation result, the weight corresponding to the first network performance evaluation result+the weight corresponding to the second network performance evaluation result. It will be appreciated that the overall evaluation result is also a network performance evaluation value.
In some embodiments, the preset device network performance table may be updated continuously, so it has an update time information; similarly, the predetermined network performance evaluation model may also be updated by continuous optimization, so that it also has an update time information. By comparing the two update times, two weight values may be configured.
In some embodiments, the closer the update time is to the current time, the greater the corresponding weight. And the sum of the two weights is 1. Through this weight relationship, two weight values can be reasonably configured.
In some embodiments, after determining the comprehensive evaluation result, the network strength requirement may be determined according to a preset strength correspondence. The network strength requirement may be a network strength range, for example: in the case of wireless signals, at least one signal, at most three signals, etc. are required. Further, the intensity correspondence relationship may be a correspondence relationship between a network intensity range and a network performance evaluation value. Thus, according to the current network performance evaluation value, a corresponding network strength range can be determined and determined as a network strength requirement.
In some embodiments, the network data comprises: the total network duration and the total network flow respectively corresponding to the plurality of application programs.
As an optional implementation manner, determining, according to the network usage data of the network usage device within the first preset duration, a network traffic requirement corresponding to the network usage device includes: determining a first ratio of the total network duration to a first preset duration; determining estimated total network traffic according to a first preset duration and a preset basic traffic value, wherein the basic traffic value is the lowest network traffic of the application program in the unit duration; determining a second ratio of the total network traffic to the estimated total network traffic; if the first ratio is greater than or equal to the second ratio, determining a network flow demand according to the basic flow value; if the first ratio is smaller than the second ratio, determining network flow requirements according to the highest network flow of the preset application program in the unit time length.
In some embodiments, the base flow value is the lowest network traffic of the application per unit of time, such as: the network traffic per unit time of the system application program such as short message, memo and calendar is low, and can be regarded as a basic traffic value.
In some embodiments, the product of the first predetermined time period and the predetermined base flow value is a predicted total network flow.
In some embodiments, the network traffic demand may be a network traffic demand value that characterizes the network traffic demand of the application per unit of time.
In some embodiments, if the first ratio is greater than or equal to the second ratio, the network flow demand value may be greater than the base flow value, such as on the basis of the base flow value plus one-half of the base flow value.
In some embodiments, if the first ratio is smaller than the second ratio, the network traffic demand value may be smaller than the highest network traffic of the preset application program in the unit duration, for example, one third of the highest network traffic is subtracted from the highest network traffic. The highest network traffic may take different preset values in different scenarios, which may characterize the network traffic consumed by, for example, video-type applications, audio-type applications.
Step 204, determining a second target CPE device according to the network demand information and the usage data of the first target CPE device within a second preset time period.
In some embodiments, the start time of the second preset duration may be earlier than the start time of the first preset duration, e.g., if the first preset duration is within 3 days, the second preset duration is within 5 days; or other embodiments according to the application scenario settings, are not limited herein.
In some embodiments, the usage data of the first target CPE device for a second preset time period includes: total duration of use, total consumed traffic, fastest network response speed, and slowest network response speed.
Thus, step 204 may include: determining a third CPE device capable of meeting the network flow demand from the first target CPE device according to the total use duration and the total consumption flow; determining a fourth CPE device capable of meeting the network strength requirement from the third CPE device according to the position information of the third CPE device and the position information of the network device; and determining a second target CPE device from the fourth CPE devices according to the fastest network response speed and the slowest network response speed.
In some embodiments, a standard consumption traffic of the CPE device for a standard period of time may be preset, for example: flow value consumed in one day.
And calculating the actual consumption flow of the CPE equipment in the standard time length through the total use time length and the total consumption flow, and then calculating the difference value between the actual consumption flow and the standard consumption flow.
Then, comparing the magnitude relation between the difference value and the network flow demand, if the difference value is greater than or equal to the network flow demand value, the relationship can be satisfied; otherwise, it cannot be satisfied.
With respect to whether the network strength requirement is met, the network strength that each third CPE device can provide may be determined based on the location information of the third CPE device and the location information of the network device. Thus, a fourth CPE device that meets the network strength requirements can be determined.
Further, a second target CPE device is determined from the fourth CPE devices based on the fastest network response speed and the slowest network response speed.
In some embodiments, determining the second target CPE device from the fourth CPE device based on the fastest network response speed and the slowest network response speed comprises: comparing the fastest network response speeds of the plurality of fourth CPE devices, and determining a second target CPE device with the fastest network response speed meeting a first response speed condition from the plurality of fourth CPE devices, wherein the first response speed condition comprises: the fastest network response speed is larger than the preset response speed, and the fastest network response speed is not the fastest network response speed among the plurality of fastest network response speeds; comparing the slowest network response speeds of the plurality of fourth CPE devices, and determining a second target CPE device with the slowest network response speed meeting a second response speed condition from the plurality of fourth CPE devices, wherein the second response speed condition comprises: the slowest network response speed is greater than the preset response speed, and the slowest network response speed is the fastest slowest network response speed among the slowest network response speeds.
In some embodiments, the preset response speed may be a basic response speed, and the user may have a basic network experience only if the response speed is satisfied, and may be preset according to different scenarios.
In some embodiments, the fastest network response speed is not the fastest network response speed among the plurality of fastest network response speeds, which may be understood as comparing the plurality of fastest network response speeds, and determining the fastest network response speed from which the fastest network response speed is not the maximum value.
In some embodiments, the slowest network response speed is the fastest slowest network response speed among the slowest network response speeds, which is understood to be the slowest network response speed from which the slowest response speed is determined to be the maximum value by comparing the slowest network response speeds.
Further, the second target CPE device may include: the second target CPE device with the fastest network response speed conforming to the first response speed condition and the second target CPE device with the slowest network response speed conforming to the second response speed condition.
Step 205, based on the network connection request, establishing a network connection between the network device and the second target CPE device.
In some embodiments, if the CPE device is used as a trunk connection port, a connection between the second target CPE device and the network device is established by using a connection method of the trunk connection port. The specific network connection manner may refer to the mature technology in the field, and will not be described in detail here.
As an alternative embodiment, step 205 includes: based on the network connection request, establishing network connection between the network equipment and second target CPE equipment with the slowest network response speed conforming to the second response speed condition; and in response to detecting that the network connection between the network using device and the second target CPE device with the slowest network response speed meeting the second response speed condition is disconnected, establishing the network connection between the network using device and the second target CPE device with the fastest network response speed meeting the first response speed condition.
In this embodiment, a network connection is first established between the network device and a second target CPE device whose slowest network response speed meets a second response speed condition; and in the case that the two CPE devices are disconnected, connecting the second target CPE device with the fastest network response speed meeting the first response speed condition to the network using device as an alternative CPE device. Thus, the stability of network connection with the network device can be ensured.
As an optional implementation manner, the network configuration method further includes: detecting the number of network utilization devices respectively connected with a plurality of CPE devices; according to the number of network using devices respectively connected with a plurality of CPE devices and a preset number adjusting value, determining the total number of network using devices connected with the CPE devices, wherein the preset number adjusting value is used for representing the number of invalid network using devices connected with a single CPE device, the invalid network using devices are network using devices connected with the CPE devices, and the using flow is smaller than the preset flow; correspondingly, receiving a network connection request sent by the network device, including: and receiving a network connection request sent by the network equipment in response to the fact that the total network equipment number is smaller than a preset number threshold.
In this embodiment, the preset quantity adjustment value is used to characterize the number of inactive network devices to which the individual CPE devices are connected, which may be understood as a predetermined value, not as an actual value. For example, it may have a value of 5 or less.
The preset number threshold may be understood as the maximum number of network devices that can be allowed to be connected by one CPE device, and if the maximum number is greater than the maximum number, the CPE device may malfunction or the network may be poor.
And when the total network equipment quantity is smaller than the preset quantity threshold value, the network connection request sent by the network equipment is received, so that the problems of network connection instability and signal difference of the CPE equipment are avoided.
By introducing the embodiment of the application, when the network equipment needs to be connected with the CPE equipment, the CPE equipment capable of providing a network for the network equipment is determined by the position information of the network equipment and the distribution condition of a plurality of CPE equipment; then, based on these CPE devices, the network demand of the network device is determined by combining the device parameters of the network device and the network data, and the target CPE device meeting the network demand is determined based on the network demand. Furthermore, the target CPE device not only can provide a network for the network device, but also can meet the network requirement of the network device. Therefore, according to the technical scheme, the network utilization requirements of the network utilization equipment can be met by analyzing the conditions of the network utilization equipment and the CPE equipment, and the optimal network configuration for stable network connection can be provided. Therefore, optimal network configuration based on a plurality of CPE devices is realized, the stability of network communication is improved, and the actual network demand is met.
Referring to fig. 4, a network configuration device based on optimal network selection according to an embodiment of the present application includes:
The receiving module 401 is configured to receive a network connection request sent by a network device, where the network connection request includes location information of the network device and device information of the network device, and the device information includes a device parameter of the network device and network data of the network device within a first preset duration.
A determining module 402, configured to determine a first target CPE device according to the location information of the network usage device, network coverage areas corresponding to a plurality of CPE devices, and location information of the plurality of CPE devices; according to the equipment parameters and the network utilization data, network utilization requirement information of the network utilization equipment is determined, and the network utilization requirement information comprises: network strength requirements and network traffic requirements; and determining a second target CPE device according to the network demand information and the use data of the first target CPE device in a second preset time period.
A connection module 403, configured to establish a network connection between the network device and the second target CPE device based on the network connection request.
The network configuration device based on the optimal network selection may refer to the description of the foregoing method embodiment, and the description is not repeated here.
Referring to fig. 5, an embodiment of the present application further provides a network configuration platform, which includes a processor 501 and a memory 502, where the processor 501 is communicatively connected to the memory 502, and the network configuration platform may be used as an execution body of the foregoing network configuration method based on optimal network selection.
The processor 501 and the memory 502 are electrically connected directly or indirectly to each other to realize transmission or interaction of data. For example, electrical connections may be made between these elements through one or more communication buses or signal buses. The aforementioned network configuration method based on optimal network selection includes at least one software functional module that may be stored in the memory 502 in the form of software or firmware (firmware), respectively.
The processor 501 may be an integrated circuit chip having signal processing capabilities. The processor 501 may be a general-purpose processor including a CPU (Central Processing Unit ), NP (Network Processor, network processor), etc.; but may be a digital signal processor, an application specific integrated circuit, an off-the-shelf programmable gate array or other programmable logic device, a discrete gate or transistor logic device, or a discrete hardware component. Which may implement or perform the disclosed methods, steps, and logic blocks in embodiments of the invention. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The memory 502 may store various software programs and modules, such as program instructions/modules corresponding to the network configuration method and apparatus based on optimal network selection provided in the embodiments of the present application. The processor 501 executes various functional applications and data processing by running software programs and modules stored in the memory 502, i.e., implements the methods in embodiments of the present application.
Memory 502 may include, but is not limited to, RAM (Random Access Memory ), ROM (Read Only Memory), PROM (Programmable Read-Only Memory, programmable Read Only Memory), EPROM (Erasable Programmable Read-Only Memory, erasable Read Only Memory), EEPROM (Electric Erasable Programmable Read-Only Memory, electrically erasable Read Only Memory), and the like.
It will be appreciated that the architecture shown in fig. 5 is merely illustrative, and that the network configuration platform may also include more or fewer components than shown in fig. 5, or have a different configuration than shown in fig. 5.
It will be appreciated by those skilled in the art that embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the application. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The foregoing descriptions of specific exemplary embodiments of the present application are presented for purposes of illustration and description. It is not intended to be exhaustive or to limit the application to the precise form disclosed, and obviously many modifications and variations are possible in light of the above teaching. The exemplary embodiments were chosen and described in order to explain the specific principles of the present application and its practical application to thereby enable one skilled in the art to make and utilize the present application in various exemplary embodiments and with various modifications as are suited to the particular use contemplated. The scope of the application is intended to be defined by the claims and the equivalents thereof.
Claims (10)
1. A network configuration method based on optimal network selection, comprising:
Receiving a network connection request sent by network equipment, wherein the network connection request comprises position information of the network equipment and equipment information of the network equipment, and the equipment information comprises equipment parameters of the network equipment and network data of the network equipment within a first preset duration;
determining a first target CPE device according to the position information of the network using device, the network coverage range corresponding to the plurality of CPE devices respectively and the position information of the plurality of CPE devices;
according to the equipment parameters and the network utilization data, network utilization requirement information of the network utilization equipment is determined, and the network utilization requirement information comprises: network strength requirements and network traffic requirements;
determining a second target CPE device according to the network demand information and the use data of the first target CPE device in a second preset duration;
and establishing a network connection between the network using equipment and the second target CPE equipment based on the network connection request.
2. The network configuration method according to claim 1, wherein the determining the first target CPE device according to the location information of the network device, the network coverage areas respectively corresponding to the CPE devices, and the location information of the CPE devices includes:
Comparing the position information of the network using equipment with network coverage areas respectively corresponding to the CPE equipment, and determining a plurality of first CPE equipment of which the network coverage areas contain the position information of the network using equipment from the CPE equipment;
determining a plurality of second CPE devices with overlapping network coverage areas with the network coverage areas of other CPE devices from the plurality of first CPE devices;
according to the position information respectively corresponding to the plurality of second CPE devices and the position information of the network using device, respectively determining the distances between the plurality of second CPE devices and the network using device;
and determining the first target CPE equipment according to the distances between the second CPE equipment and the network using equipment.
3. The network configuration method according to claim 1, wherein the determining network usage requirement information of the network usage device according to the device parameter and the network usage data includes:
determining a network performance evaluation result of the network equipment according to the equipment parameters of the network equipment, a preset equipment network performance table and a preset network performance evaluation model, wherein the preset equipment network performance table comprises network performance evaluation values corresponding to various equipment models respectively;
Determining the network strength requirement according to the network performance evaluation result of the network equipment;
according to the network utilization data of the network utilization equipment in a first preset time period, determining network flow requirements corresponding to the network utilization equipment;
and determining the network demand information according to the network intensity demand and the network flow demand.
4. The network configuration method according to claim 3, wherein the device parameters of the network device include a device model, and the determining the network performance evaluation result of the network device according to the device parameters of the network device, the preset device network performance table and the preset network performance evaluation model includes:
determining a first network performance evaluation result according to the equipment model of the network equipment and the preset equipment network performance table;
determining a second network performance evaluation result according to the equipment parameters of the network equipment except the equipment type and the preset network performance evaluation model;
determining the network strength requirement according to the first network performance evaluation result, the weight corresponding to the first network performance evaluation result, the second network performance evaluation result and the weight corresponding to the second network performance evaluation result; and determining the magnitude relation between the weight corresponding to the first network performance evaluation result and the weight corresponding to the second network performance evaluation result according to the update time of the preset equipment network performance table and the update time of the preset network performance evaluation model.
5. A network configuration method according to claim 3, wherein the networking data comprises: the total network utilization time length and the total network utilization flow corresponding to the application programs respectively; the determining, according to the network usage data of the network usage device within the first preset duration, a network traffic requirement corresponding to the network usage device includes:
determining a first ratio of the total network duration to the first preset duration;
determining estimated total network traffic according to the first preset duration and a preset basic traffic value, wherein the basic traffic value is the lowest network traffic of an application program in unit duration;
determining a second ratio of the total network traffic to the estimated total network traffic;
if the first ratio is greater than or equal to the second ratio, determining the network flow demand according to the base flow value;
and if the first ratio is smaller than the second ratio, determining the network flow demand according to the highest network flow of the preset application program in the unit time length.
6. The network configuration method according to claim 1, wherein the usage data of the first target CPE device for a second preset time period includes: total usage time, total consumption traffic, fastest network response speed, and slowest network response speed; the determining a second target CPE device according to the network demand information and the usage data of the first target CPE device within a second preset duration includes:
Determining a third CPE device capable of meeting the network flow demand from the first target CPE device according to the total use duration and the total consumption flow;
determining a fourth CPE device which can meet the network strength requirement from the third CPE device according to the position information of the third CPE device and the position information of the network device;
and determining the second target CPE equipment from the fourth CPE equipment according to the fastest network response speed and the slowest network response speed.
7. The network configuration method according to claim 6, wherein said determining the second target CPE device from the fourth CPE devices according to the fastest network response speed and the slowest network response speed comprises:
comparing the fastest network response speeds of the plurality of fourth CPE devices, and determining a second target CPE device with the fastest network response speed meeting a first response speed condition from the plurality of fourth CPE devices, wherein the first response speed condition comprises: the fastest network response speed is larger than a preset response speed, and the fastest network response speed is not the fastest network response speed among a plurality of fastest network response speeds;
Comparing the slowest network response speeds of the fourth CPE devices, and determining a second target CPE device with the slowest network response speed meeting a second response speed condition from the fourth CPE devices, wherein the second response speed condition comprises: the slowest network response speed is greater than a preset response speed, and the slowest network response speed is the fastest slowest network response speed among a plurality of slowest network response speeds.
8. The network configuration method according to claim 1, wherein the second target CPE device comprises: the second target CPE device with the fastest network response speed meeting the first response speed condition and the second target CPE device with the slowest network response speed meeting the second response speed condition establish network connection between the network device and the second target CPE device based on the network connection request, including:
based on the network connection request, establishing network connection between the network using equipment and second target CPE equipment of which the slowest network response speed accords with a second response speed condition;
and in response to detecting that the network connection between the network using equipment and the second target CPE equipment with the slowest network response speed meeting the second response speed condition is disconnected, establishing network connection between the network using equipment and the second target CPE equipment with the fastest network response speed meeting the first response speed condition.
9. The network configuration method based on optimal network selection according to claim 1, wherein the network configuration method further comprises:
detecting the number of network utilization devices respectively connected with the CPE devices;
determining the total network equipment quantity connected with the CPE equipment according to the network equipment quantity respectively connected with the CPE equipment and a preset quantity adjustment value, wherein the preset quantity adjustment value is used for representing the quantity of invalid network equipment connected with a single CPE equipment, and the invalid network equipment is network equipment connected with the CPE equipment and the use flow is smaller than the preset flow;
correspondingly, the receiving the network connection request sent by the network device includes:
and receiving a network connection request sent by the network equipment in response to the fact that the total network equipment number is smaller than a preset number threshold.
10. A CPE system based on optimal network selection, the CPE system comprising: a plurality of CPE devices and a network configuration platform; the network configuration platform is configured to:
receiving a network connection request sent by network equipment, wherein the network connection request comprises position information of the network equipment and equipment information of the network equipment, and the equipment information comprises equipment parameters of the network equipment and network data of the network equipment within a first preset duration;
Determining a first target CPE device according to the position information of the network using device, the network coverage range corresponding to the CPE devices and the position information of the CPE devices;
according to the equipment parameters and the network utilization data, network utilization requirement information of the network utilization equipment is determined, and the network utilization requirement information comprises: network strength requirements and network traffic requirements;
determining a second target CPE device according to the network demand information and the use data of the first target CPE device in a second preset duration;
and establishing a network connection between the network using equipment and the second target CPE equipment based on the network connection request.
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Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB201421184D0 (en) * | 2014-11-28 | 2015-01-14 | Aria Networks Ltd | Optimizing the topology of a network with variable traffic demands |
| US20150111594A1 (en) * | 2013-10-21 | 2015-04-23 | At&T Mobility Ii Llc | Network based speed dependent load balancing |
| EP2900016A1 (en) * | 2014-01-28 | 2015-07-29 | Openet Telecom Ltd. | System and Method for Performing Network Selection |
| CN108933743A (en) * | 2017-05-26 | 2018-12-04 | 腾讯科技（北京）有限公司 | A kind of method for allocating network flow and device based on DSP |
| CN115529555A (en) * | 2022-08-31 | 2022-12-27 | 深圳市迈腾电子有限公司 | CPE system based on optimal network selection and network configuration method |
| CN116760655A (en) * | 2023-08-22 | 2023-09-15 | 浙江领湾网络有限公司 | POP point method for providing CPE optimal access in SD-WAN application |
| WO2023241513A1 (en) * | 2022-06-13 | 2023-12-21 | 华为技术有限公司 | Connection control method, apparatus and system |
-
2024
- 2024-02-02 CN CN202410146867.1A patent/CN117692331B/en active Active
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150111594A1 (en) * | 2013-10-21 | 2015-04-23 | At&T Mobility Ii Llc | Network based speed dependent load balancing |
| EP2900016A1 (en) * | 2014-01-28 | 2015-07-29 | Openet Telecom Ltd. | System and Method for Performing Network Selection |
| GB201421184D0 (en) * | 2014-11-28 | 2015-01-14 | Aria Networks Ltd | Optimizing the topology of a network with variable traffic demands |
| CN108933743A (en) * | 2017-05-26 | 2018-12-04 | 腾讯科技（北京）有限公司 | A kind of method for allocating network flow and device based on DSP |
| WO2023241513A1 (en) * | 2022-06-13 | 2023-12-21 | 华为技术有限公司 | Connection control method, apparatus and system |
| CN115529555A (en) * | 2022-08-31 | 2022-12-27 | 深圳市迈腾电子有限公司 | CPE system based on optimal network selection and network configuration method |
| CN116760655A (en) * | 2023-08-22 | 2023-09-15 | 浙江领湾网络有限公司 | POP point method for providing CPE optimal access in SD-WAN application |
Non-Patent Citations (1)
| Title |
|---|
| 王崇锋;巩杰;晁艺璇;: "发明人网络嵌入性对创新产出影响研究――基于网络演化特征的中介机制", 科技管理研究, no. 24, 20 December 2019 (2019-12-20) * |
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