CN111162979A - Method, device, device and storage medium for determining networking information - Google Patents

Method, device, device and storage medium for determining networking information Download PDF

Info

Publication number
CN111162979A
CN111162979A CN201911374487.9A CN201911374487A CN111162979A CN 111162979 A CN111162979 A CN 111162979A CN 201911374487 A CN201911374487 A CN 201911374487A CN 111162979 A CN111162979 A CN 111162979A
Authority
CN
China
Prior art keywords
networking
terminal device
family
information
determining
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201911374487.9A
Other languages
Chinese (zh)
Other versions
CN111162979B (en
Inventor
金波
韦庞
钱俊铭
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Mobile Communications Group Co Ltd
China Mobile Group Jiangsu Co Ltd
Original Assignee
China Mobile Communications Group Co Ltd
China Mobile Group Jiangsu Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Mobile Communications Group Co Ltd, China Mobile Group Jiangsu Co Ltd filed Critical China Mobile Communications Group Co Ltd
Priority to CN201911374487.9A priority Critical patent/CN111162979B/en
Publication of CN111162979A publication Critical patent/CN111162979A/en
Application granted granted Critical
Publication of CN111162979B publication Critical patent/CN111162979B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803Home automation networks
    • H04L12/2823Reporting information sensed by appliance or service execution status of appliance services in a home automation network
    • H04L12/2827Reporting to a device within the home network; wherein the reception of the information reported automatically triggers the execution of a home appliance functionality
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/2803Home automation networks
    • H04L12/283Processing of data at an internetworking point of a home automation network

Landscapes

  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computing Systems (AREA)
  • Telephonic Communication Services (AREA)

Abstract

本发明实施例提供一种组网信息的确定方法、装置、设备及存储介质。该方法包括:获取至少一个终端设备的入网信息,入网信息包括至少一个终端设备中每个终端设备所在的位置的驻留时长和每个终端设备所在位置的网络信号强度值;根据每个终端设备所在位置的驻留时长和每个终端设备所在位置的网络信号强度值,确定每个终端设备的驻留时间梯度值;根据每个终端设备的驻留时间梯度值确定每个终端设备的需求指数;根据至少一个终端设备的需求指数确定家庭的组网需求信息。本发明能够结合用户的使用习惯和户型情况有效确定组网信息,根据组网信息为用户家庭提供精准的组网服务,提升用户的组网服务体验。

Figure 201911374487

Embodiments of the present invention provide a method, apparatus, device, and storage medium for determining networking information. The method includes: acquiring network access information of at least one terminal device, where the network access information includes the dwell time of the location of each terminal device in the at least one terminal device and the network signal strength value of the location of each terminal device; The dwell time of the location and the network signal strength value of the location of each terminal device are used to determine the dwell time gradient value of each terminal device; the demand index of each terminal device is determined according to the dwell time gradient value of each terminal device. ; Determine the family's networking demand information according to the demand index of at least one terminal device. The present invention can effectively determine the networking information in combination with the user's usage habits and the situation of the house type, provide accurate networking services for the user's family according to the networking information, and improve the user's networking service experience.

Figure 201911374487

Description

Method, device and equipment for determining networking information and storage medium
Technical Field
The invention relates to the technical field of internet of things, in particular to a method, a device, equipment and a computer readable storage medium for determining networking information.
Background
The family networking forms a small network through wired access and wireless coverage, and a plurality of intelligent terminal devices in the family can transmit data in the network, so that great convenience is provided for family members, and the family networking system is widely applied to the fields of the Internet of things.
In order to provide a satisfactory home networking service to a user, it is first necessary to accurately judge the home networking requirements of the user, including users who do not use home networking and users who are using home networking. When the networking requirement of a user is judged, in the prior art, generally, measurement data is obtained through simple field measurement or the signal intensity of the current gateway and the networking equipment is obtained remotely, and the networking requirement of the user is simply analyzed according to the obtained measurement data or the signal intensity.
However, the type of each household and the actual use position and use habit of each user are different, so that the prior art cannot effectively judge users with potential networking requirements and/or users who have problems and need to be optimized in the use process of household networking, and therefore, satisfactory broadband, networking and wireless access services cannot be provided for the users, and the use experience of household networking of the users is greatly influenced.
Disclosure of Invention
The embodiment of the invention provides a method, a device and equipment for determining networking information and a computer readable storage medium, which can effectively determine the networking information by combining the use habits and the house type conditions of users, provide accurate networking service for the families of the users according to the networking information and improve the networking service experience of the users.
In a first aspect, a method for determining networking information is provided, where the method includes: acquiring network access information of at least one terminal device, wherein the network access information comprises the residence time of the position of each terminal device in the at least one terminal device and the network signal strength value of the position of each terminal device; determining a residence time gradient value of each terminal device according to the residence time of the position of each terminal device and the network signal intensity value of the position of each terminal device; determining a demand index of each terminal device according to the residence time gradient value of each terminal device; and determining networking demand information of the family according to the demand index of at least one terminal device.
In some implementations of the first aspect, the network entry information further includes: the traffic use information of each terminal device, the network access frequency and the number of at least one terminal device; determining the demand index of each terminal device according to the residence time gradient value of each terminal device, comprising: and determining the demand index of each terminal device according to the residence time gradient value of each terminal device, the traffic use information, the network access frequency and the number of at least one terminal device.
In some realizations of the first aspect, the network entry information further includes a device type of each terminal device; determining networking demand information of a family according to a demand index of at least one terminal device, comprising: determining a networking demand index of a family according to the demand index of at least one terminal device and the device type of each terminal device; and determining networking demand information of the family according to the networking demand index.
In some implementation manners of the first aspect, the networking priority of the family is determined according to the demand index of each terminal device or the networking demand index of the family; and determining networking recommendation information of the family according to the networking priority of the family.
In some implementation manners of the first aspect, the networking recommendation information includes a networking manner, and the networking manner includes active ethernet panel networking, electric modem networking, and wireless mesh networking.
In some realizable manners of the first aspect, the number of times of networking problems occurring in the home networking is acquired; determining the networking priority of the family according to the times of networking problems; and maintaining the family networking according to the networking priority of the family.
In some implementations of the first aspect, the obtaining network access information of at least one terminal device includes: acquiring network access information of at least one terminal device in at least one family of at least one different family type; determining the household step signal difference of at least one different household type according to the residence time of each terminal device in each household and the network signal intensity value of each terminal device in each household; determining a house type step degree signal difference array according to the house step degree signal difference; and determining networking demand information of at least one different family type according to the family type step degree signal difference array and a preset family type networking array.
In some implementations of the first aspect, determining the family type step size signal difference set according to the family step size signal difference set includes: and carrying out average calculation on at least one family step gradient signal difference number of the same family type to obtain a family type step gradient signal difference array of the family type.
In some implementations of the first aspect, before determining networking requirement information of at least one different family type according to the family type step degree signal difference array and a preset family type networking array: acquiring family type information of at least one different family type, wherein the family type information comprises a linear distance from an in-home information box in a family to each room of the family and the number of walls of each room; determining the step index of each room of the family according to the linear distance and the number of walls; determining a family ladder array of each family according to the ladder index of each room in each family and the residence time gradient value of each terminal; determining a house type ladder array according to the house ladder array of at least one house; and establishing an incidence relation between the house type step gradient signal difference array and the house type step array to obtain a house type networking array.
In some implementation manners of the first aspect, the networking recommendation information is determined according to the requirement index of each terminal device, the networking requirement index of a family, and the family networking array, where the networking requirement index of the family is obtained according to the network access information.
In a second aspect, an apparatus for determining networking information is provided, the apparatus comprising: the network access information comprises the residence time of the position of each terminal device in the at least one terminal device and the network signal strength value of the position of each terminal device; the determining module is used for determining the residence time gradient value of each terminal device according to the residence time of the position of each terminal device and the network signal intensity value of the position of each terminal device; the determining module is further configured to determine a demand index of each terminal device according to the residence time gradient value of each terminal device; the determining module is further configured to determine networking requirement information of the family according to the requirement index of the at least one terminal device.
In a third aspect, a device for determining networking information is provided, where the device includes: a processor and a memory storing computer program instructions; the processor, when executing the computer program instructions, implements the method of determining networking information in the first aspect or some realizations of the first aspect.
In a fourth aspect, a computer-readable storage medium is provided, on which computer program instructions are stored, which, when executed by a processor, implement the method of determining networking information in the first aspect or some realizations of the first aspect.
The invention relates to the technical field of Internet of things, in particular to a method, a device, equipment and a computer readable storage medium for determining networking information, which can provide accurate networking service for a user family by acquiring networking information of at least one terminal device, wherein the networking information comprises the residence time of each terminal device in the at least one terminal device and the network signal intensity value of each terminal device, determining the residence time gradient value of each terminal device according to the residence time of each terminal device and the network signal intensity value of each terminal device, determining the demand index of each terminal device according to the residence time gradient value of each terminal device, determining the networking demand information of the family according to the demand index of at least one terminal device, and determining the networking information according to the networking information combining the use habits and the family type conditions of the user, and the networking service experience of the user is improved.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required to be used in the embodiments of the present invention will be briefly described below, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flowchart of a method for determining networking information according to an embodiment of the present invention;
fig. 2 is a schematic flowchart of another method for determining networking information according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of an apparatus for determining networking information according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a device for determining networking information according to an embodiment of the present invention.
Detailed Description
Features and exemplary embodiments of various aspects of the present invention will be described in detail below, and in order to make objects, technical solutions and advantages of the present invention more apparent, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not to be construed as limiting the invention. It will be apparent to one skilled in the art that the present invention may be practiced without some of these specific details. The following description of the embodiments is merely intended to provide a better understanding of the present invention by illustrating examples of the present invention.
It is noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The term "and/or" herein is merely an association describing an associated object, meaning that three relationships may exist, e.g., a and/or B, may mean: a exists alone, A and B exist simultaneously, and B exists alone.
In the era of the internet of things, more and more people use intelligent terminals in families, more and more intelligent terminal devices are used, and at the moment, networking is often needed in the families to meet the needs of various intelligent terminal devices. When providing home networking service for users, the existing method generally performs simple judgment on measurement data after single-point measurement, or performs judgment by remotely obtaining the signal intensity of the current gateway or networking equipment to calculate an average value, a lowest value or a highest value. Although some measurement data and signal strength can be acquired, the wireless use condition in the user family cannot be effectively reflected by simple judgment, so that the potential networking requirements of users cannot be effectively judged, and the satisfaction degree of the user networking service and the service quality of wireless access are influenced when the user family still needs to be optimized or has problems after using the networking service.
In view of the above, embodiments of the present invention provide a method, an apparatus, a device, and a computer-readable storage medium for determining networking information, which can effectively determine networking information in combination with a usage habit and a user type condition of a user, provide accurate networking service for a user family according to the networking information, and improve networking service experience of the user.
Fig. 1 is a schematic flowchart of a method for determining networking information according to an embodiment of the present invention. As shown in fig. 1, the method 100 for determining networking information may include S110-S140.
S110, network access information of at least one terminal device is obtained, wherein the network access information comprises the residence time of the position of each terminal device in the at least one terminal device and the network signal strength value of the position of each terminal device.
Specifically, the network access information of at least one terminal device in a user home is acquired through a gateway which is placed in the home of the user and accessed by an optical fiber, and the user home can be an un-networked home.
Optionally, in an embodiment, the user home may also be a networked home in which a networking device is installed, the networking device has a function of reporting and recording network signal strength, and the networking device may acquire the network access information of at least one terminal device in the networked home.
And S120, determining the residence time gradient value of each terminal device according to the residence time of the position of each terminal device and the network signal strength value of the position of each terminal device.
The residence time gradient is used for judging residence time lengths of the terminal equipment at different signal strengths.
Specifically, whether the terminal device is located at the same position or not is judged by presetting a signal strength range, whether the terminal device stays at the same position for a long time or not is judged by presetting a time length, and whether the terminal device is located at different positions or not is judged by presetting a signal difference.
Specifically, if the network signal strength value of the terminal device appears in a certain signal strength range for a certain time and reaches a certain signal gap, a step gradient is considered, and if the number of steps is more, the value of the residence time gradient is considered to be larger.
As a specific example, within 24 hours in a household, the preset time length is 1 hour, the signal intensity range is + -5db, the signal difference is-20 db, if the residence time length of the signal intensity of the terminal device a within the range of-30 db plus or minus-5 db is 4 hours, the residence time length within the range of-55 db plus or minus-5 db is 3 hours, the residence time length within the range of-80 db plus or minus-5 db is 2 hours, the three residence time lengths of a exceed the preset time length 1 hour, and the difference between the three signal intensities (-30db, -55db, -80db) is greater than-20 db, it is determined that there are 3 step gradients, and the residence time gradient value is 3.
And S130, determining the demand index of each terminal device according to the residence time gradient value of each terminal device.
Specifically, the residence time gradient value may represent a WIFI comma of the terminal device, and an active internet access position of the user when using the terminal device may be determined according to the WIFI comma of the terminal device, where a larger residence time gradient value indicates that more active internet access positions of the user are, and a larger demand index of the terminal device is.
Optionally, in an embodiment, the demand index of each terminal device is determined according to the residence time gradient value of each terminal device, traffic usage information, network access frequency and the number of at least one terminal device.
Setting a flow parameter value for the terminal equipment according to the flow use information of the terminal equipment, wherein the larger the flow consumption is, the smaller the flow parameter value is; setting a network access frequency parameter value according to the network access times of the terminal equipment in a preset period, wherein the more the network access times are, the larger the frequency parameter value is; the output channel of the terminal equipment in use is a node, the number parameter value of the terminal equipment is set according to the number of the nodes, and the larger the number of the nodes is, the larger the number parameter value of the terminal equipment is. Then, the demand index of the terminal device is calculated according to the following formula (1):
Figure BDA0002340553950000071
wherein, P is the demand index of the terminal device, A is the residence time gradient value of the terminal device, B is the flow parameter of the terminal device, C is the network access frequency parameter of the terminal device, and D is the quantity parameter of the terminal device.
Alternatively, in one embodiment, the parameter coefficients may be set separately for A, B, C, D, where the coefficients for A and B are relatively large.
And S140, determining networking demand information of the family according to the demand index of at least one terminal device.
Specifically, the networking requirement of the family is judged according to the requirement index of at least one terminal device in the family.
If only one terminal device is in the family, the larger the demand index of the terminal device is, the higher the networking demand of the family is; if the family comprises more than one terminal device, the demand indexes of all the terminal devices in the family are accumulated, and the networking demand of the family is higher if the accumulated demand index is larger.
Optionally, in an embodiment, the networking demand index of the home is determined according to the demand index of at least one terminal device, and the networking demand information of the home is determined according to the networking demand index.
Optionally, in an embodiment, the networking demand index of the home is determined according to the demand index of at least one terminal device and the device type of each terminal device, and the networking demand information of the home is determined according to the networking demand index.
And accumulating the demand index of at least one terminal device in the family to obtain the networking demand index of the family.
The method comprises the steps of setting parameter values for equipment types according to the service conditions of terminal equipment, wherein the equipment type parameters are high for a terminal accessed in a long term, the equipment type parameters are low for a terminal accessed in a short term, the equipment type parameters are high for video large-flow equipment, and the equipment type parameters are low for small-flow equipment. For example, for monitoring camera equipment, long-term video traffic needs to be stably online and requires stable access, and the equipment parameter value can be set to 5; for the smart phone/PAD with long-time large-flow access record, the device type parameter value is 4; for the old and children mobile phones/PADs with long-time and small-flow access, the device type parameter value is 3; for the intelligent household appliance with short-time small-flow access record, the device type parameter value is 2; for some devices that require temporarily large flows but are not commonly used, parameter values between 2 and 4 may be assigned as appropriate.
It is understood that the parameter value setting condition of the device type parameter can be dynamically learned and adjusted according to the user use condition and the feedback condition.
Optionally, in one embodiment, the networking index of a home may be calculated according to the following equation (2):
I=(P1×F1)+(P2×F2)+(P3×F3)+… (2)
the method comprises the steps of obtaining a networking demand index of a unit family, obtaining a demand index of a first terminal device in the family from P1, obtaining a device type parameter of the first terminal device from F1, obtaining a demand index of a second terminal device in the family from P2, obtaining a device type parameter of the second terminal device from F2, obtaining a demand index of a third terminal device in the family from P3, obtaining a device type parameter of the third terminal device from F3, and so on.
Optionally, in an embodiment, the networking priority of the family is determined according to the demand index of each terminal device or the networking demand index of the family, and the networking recommendation information of the family is determined according to the networking priority of the family.
The higher the demand index of a single terminal device or the networking demand index of a family is, the higher the networking priority of the corresponding family is, for the family with the high priority, networking recommendation information can be preferentially pushed to the family, and the networking recommendation information can include a networking mode, wherein the networking mode includes active Ethernet panel (Power Over Ethernet, POE) networking, electric cat networking and wireless MESH network (MESH) networking. For a new cell of a user family, indoor wiring generally exists, and a POE panel networking mode can be preferentially recommended; for old cells, wiring is not performed in advance in general rooms, and a power modem networking mode and a product with high cost performance can be recommended preferentially; for large dwelling size and villa, MESH networking mode and high-end networking product with high code rate can be adopted.
Optionally, in an embodiment, a hundred megabyte networking device and a gigabyte networking device may also be recommended by traffic information of a terminal device, and the wireless specification is 300M, 450M, 1200M, 1900M, and the like.
Optionally, in an embodiment, the number of times that the networking problem occurs in the home networking is obtained, the networking priority of the home is determined according to the number of times that the networking problem occurs, and the home networking is maintained according to the networking priority of the home.
For a family with networking equipment installed, the number of times of networking problems in the family can be acquired, and the higher the priority of the family with the more times of problems, the technical staff carry out priority treatment when tuning the networking equipment.
The networking information determining method of the embodiment of the invention comprises the steps of obtaining the networking information of at least one terminal device, wherein the networking information comprises the residence time of the position of each terminal device in the at least one terminal device and the network signal intensity value of the position of each terminal device, determining the residence time gradient value of each terminal device according to the residence time of the position of each terminal device and the network signal intensity value of the position of each terminal device, determining the demand index of each terminal device according to the residence time gradient value of each terminal device, determining the networking demand information of a family according to the demand index of at least one terminal device, and providing accurate networking service for the family of a user according to the networking information determined by combining the use habits and the family type conditions of the user, thereby improving the networking service experience of the user.
Fig. 2 is a schematic flowchart of another method for determining networking information according to an embodiment of the present invention, and as shown in fig. 2, the method 200 for determining networking information may include S210 to S280. S210-S230 are the same as S110-S130, and for brevity, are not described herein again.
After determining the demand index of the terminal device, the method 200 for determining networking information may further include S240-S280.
S240, obtaining the network access information of at least one terminal device in at least one family of at least one different family type.
Specifically, network access information of at least one terminal device in at least one home of at least one different home type is obtained through a gateway placed in an optical fiber access in a user home, where the network access information includes a residence time of a location where each terminal device is located in the at least one terminal device and a network signal strength value of the location where each terminal device is located.
And S250, determining the household step signal difference of at least one different household type according to the residence time of the position of each terminal device in each household and the network signal intensity value of the position of each terminal device.
Specifically, whether the terminal device is located at the same position or not is judged by presetting a signal strength range, whether the terminal device stays at the same position for a long time or not is judged by presetting a time length, and whether the user is located at different positions or not is judged by presetting a signal difference.
Specifically, if the network signal strength value of the terminal device appears near a certain signal strength for a certain time and reaches a certain signal gap, the signal strength is considered to be a gradient signal difference.
As a specific example, within 24 hours in a household, the preset time length is 1 hour, the signal intensity range is + -5db, the signal difference is-20 db, if the residence time length of the signal intensity of the terminal equipment A within the range of-30 db plus or minus-5 db is 4 hours, the residence time length within the range of-55 db plus or minus-5 db is 3 hours, the residence time length within the range of-80 db plus or minus-5 db is 2 hours, all the three residence time lengths of A exceed the preset time length by 1 hour, and the difference between the three signal intensities (-30db, -55db, -80db) is greater than-20 db, the household step signal difference is { -30db, -55db, -80db }.
And S260, determining a house type step degree signal difference array according to the house step degree signal difference.
Specifically, at least one family step gradient signal difference number of the same family type is averaged to obtain a family type step gradient signal difference array of the family type.
As a specific example, M1, M2 and M3 are three households of the same household type (two rooms, one living room and one toilet), the household step-degree signal difference numbers of the M1 household are { -30db, -55db, -80db }, the household step-degree signal difference numbers of the M2 household are { -20db, -45db, -90db }, the household step-degree signal difference numbers of the M3 household are { -10db, -50db, -70db }, and the household step-degree signal difference numbers of the three households are averaged to obtain the household type step-degree signal difference groups M { -20db, -50db, -80db }.
And S270, determining networking demand information of at least one different family type according to the family type step degree signal difference array and a preset family type networking array.
Specifically, before determining networking demand information of at least one different family type according to a family type step signal difference array and a preset family type networking array: acquiring family type information of at least one different family type, wherein the family type information comprises a linear distance from an in-home information box in a family to each room of the family and the number of walls of each room; determining the step index of each room of the family according to the linear distance and the number of walls; determining a family ladder array of each family according to the ladder index of each room in each family and the residence time gradient value of each terminal; determining a house type ladder array according to the house ladder array of at least one house; and establishing an incidence relation between the house type step gradient signal difference array and the house type step array to obtain a house type networking array.
The family house type information can be acquired through a real estate website or a real estate registration website which is published on the Internet, and comprises the straight-line distance from an entrance information box in a family to each room and the number of walls of each room. It will be appreciated that the location of the in-home information box is substantially fixed in all homes of the same home type, and therefore the linear distance to the in-home information box is also fixed for each room in the home.
Wherein the step index of each room is proportional to the linear distance from the home information box and the number of walls, and can be calculated according to the following formula (3):
L=R1×S+R2×N (3)
wherein, L is the step index of a single room, S is the linear distance from the home information box to the room, R1 is a preset distance coefficient, N is the number of walls of the room, R2 is a preset wall attenuation coefficient, R1 can be the default average value of the distance coefficient of the whole system platform, R2 can be the default average value of the wall attenuation coefficient of the whole system platform, and R1 and R2 can dynamically learn and adjust according to the house type information and the feedback actual situation of the user.
Determining a family ladder array of each family according to the room ladder index of each room in the unit family and the residence time gradient value of each terminal, and determining a house type ladder array according to the family ladder array of at least one family.
Taking a family with a house type of two rooms, one living room and one toilet as an example, firstly, obtaining an array q1{ a living room 4 index, a kitchen 4 index, a bedroom 6 index, a bedroom 9 index and a bathroom 9 index } according to the room step index of each room of the family; secondly, merging the calculated residence time value of each terminal device of the family to obtain a residence time gradient value 3 of the family, and comparing the data quantity 5 in the array q1 with the residence time gradient value 3; according to the comparison result, the array q1 is merged, the merging rule is to merge the similar rooms in the family, comprehensive analysis can be carried out according to the number of walls and the linear distance from the household information box to the rooms, it is obtained that the living room and the kitchen of the family are close, the second bedroom and the bathroom are close, the array q2{ living room 4{ kitchen 4} index, the bedroom 6 index and the bedroom 9{ bathroom 9} index are obtained after preliminary merging, the specific data in the array q2 are merged again, and the family ladder array q3{ living room kitchen 4 index, the bedroom 6 index and the bedroom bathroom 9 index } of the family are obtained. The family ladder array of at least one family of the two-room one-hall one-toilet house type is classified and judged, and the family ladder array Q3 with more occurrence times can be used as the house type ladder array Q of the house type.
Specifically, an incidence relation between the house type gradient signal difference array and the house type step array is established to obtain a house type networking array, and networking demand information of at least one different house type of the family is determined according to the house type networking array.
As a specific embodiment, a house type step gradient signal difference array M { -20db, -50db, -80db } of a two-room one-hall one-toilet house type, a house type step array Q { a living room kitchen 4 index, a bedroom 6 index, a bedroom toilet 9 index } of a two-room one-hall one-toilet house type, and an association relationship between the two arrays is established to obtain a house type networking array Z {4,6,9 }; { -20db, -50db, -80db }. Wherein-20 db represents the signal strength of the living room and kitchen in a two-room, one-room dwelling, -50db represents the signal strength of the first bedroom in the dwelling, -80db represents the signal strength of the second bedroom and toilet in the dwelling.
For a single house type, the larger the difference between the signal differences in the gradient signal difference array of the house type order is, which means that the larger the difference between the signal strengths of the rooms in the house type is, the larger the networking requirement of the house type is.
And S280, determining networking recommendation information according to the requirement index of each terminal device, the networking requirement index of the family and the family networking array, wherein the networking requirement index of the family is obtained according to the networking information.
Specifically, a demand index of each terminal device in a user family, a networking demand index of the user family and a family type networking array of a family type to which the user family belongs are obtained, the networking demand of the family is comprehensively evaluated according to the three information, networking recommendation information of the user family is determined, and networking recommendation is performed on the user family according to the networking recommendation information.
Optionally, a networking comprehensive evaluation reference table is established according to the demand index of each terminal device, the networking demand index of the family and the family type networking array, and networking demands are comprehensively judged according to the table.
As a specific embodiment, 5 user families located in a century home district of the rain terrace area of south kyo, Jiangsu are selected, the first household type corresponds to 3 user families, the second household type corresponds to 2 user families, the two household types correspond to two household type networking arrays Q1 and Q2 respectively, the demand index of at least one terminal device of each user family and the networking demand index of each user family are obtained, and a networking comprehensive evaluation reference table (table 1) is established. The preset threshold value of the demand index of the terminal equipment is 5, the preset threshold value of the family networking demand index is 8, and if the demand index of the terminal equipment in the family of the user and the family networking demand index exceed the threshold values, the networking demand of the family of the user is high; if only one of the terminal equipment requirement index and the family networking requirement index in the user family exceeds a threshold value, the networking requirement of the user family is middle; and if the terminal equipment requirement index and the family networking requirement index in the family of the user do not exceed the threshold value, the networking requirement of the family of the user is low.
TABLE 1
Figure BDA0002340553950000131
It is understood that the threshold values in table 1 can be dynamically learned and adjusted according to actual conditions.
Optionally, in an embodiment, for the same house type, if a large number of user homes in the house type have high networking requirements, it is considered that there are more networking potential customers for the house type.
For the same cell, because the position of the home-entry information box of the same house type is fixed, the house structure, the position of the bearing wall and the material of the wall are the same, the positions of main rooms (a living room, a kitchen and a bedroom) are also relatively fixed, and although the positions are partially adjusted in a personalized manner, the common characteristics with high probability are still provided on the coverage difficulty and the deployment condition of networking use by combining the judgment of residence time gradient, for example, the distance between two points with the largest spacing distance or the distance between two points with the largest signal attenuation and passing through the shielding is also similar. Therefore, the networking demand indexes of all the families in the same house type are evaluated and analyzed, the networking demand of all the families in the same house type is accurately analyzed, and the networking potential customer number in the house type is obtained.
Optionally, in an embodiment, the networking potential customer number of the cell may be obtained according to the networking potential customer number of a plurality of house types in the cell, and on this basis, the networking potential customer number of each cell may be counted to obtain the networking potential customer number in each area (such as a south jing rainflower terrace area of Jiangsu).
According to the method for determining networking information, disclosed by the embodiment of the invention, the networking requirements of the family are comprehensively evaluated according to the requirement index of each terminal device, the networking requirement index of the user family and the family type networking array of the family type to which the user family belongs, the networking recommendation information of the user family is determined, the accurate networking service is carried out on the user family according to the networking recommendation information, and the satisfaction degree of the user family is effectively improved.
Fig. 3 is a schematic structural diagram of a device for determining networking information according to an embodiment of the present invention, and as shown in fig. 3, the device 300 for determining networking information may include: an obtaining module 310 and a determining module 320.
The obtaining module 310 is configured to obtain network access information of at least one terminal device, where the network access information includes a residence time of a location where each terminal device is located in the at least one terminal device and a network signal strength value of the location where each terminal device is located. The determining module 320 is configured to determine a residence time gradient value of each terminal device according to the residence time of the location of each terminal device and the network signal strength value of the location of each terminal device. The determining module 320 is further configured to determine a demand index of each terminal device according to the residence time gradient value of each terminal device. The determining module 320 is further configured to determine networking requirement information of the home according to the requirement index of the at least one terminal device.
The device for determining networking information of the embodiment of the invention can provide accurate networking service for a user family and improve the networking service experience of the user by acquiring the networking information of at least one terminal device, wherein the networking information comprises the residence time of each position of the terminal device in the at least one terminal device and the network signal intensity value of each position of the terminal device, determining the residence time gradient value of each terminal device according to the residence time of each position of the terminal device and the network signal intensity value of each position of the terminal device, determining the demand index of each terminal device according to the residence time gradient value of each terminal device, determining the networking demand information of the family according to the demand index of the at least one terminal device, and determining the networking information according to the networking information combining the use habits and the family type conditions of the user.
It can be understood that the device 300 for determining networking information according to the embodiment of the present invention may correspond to an execution subject of the method for determining networking information in fig. 1 according to the embodiment of the present invention, and specific details of operations and/or functions of each module/unit of the device 300 for determining networking information may refer to the descriptions of the corresponding parts in the method for determining networking information according to the embodiment of the present invention in fig. 1 and fig. 2, which are not described herein again for brevity.
Fig. 4 is a schematic hardware structure diagram of a device for determining networking information according to an embodiment of the present invention.
As shown in fig. 4, the determination device 400 of networking information in the present embodiment includes an input device 401, an input interface 402, a central processing unit 403, a memory 404, an output interface 405, and an output device 406. The input interface 402, the central processing unit 403, the memory 404, and the output interface 405 are connected to each other through a bus 410, and the input device 401 and the output device 406 are connected to the bus 410 through the input interface 402 and the output interface 405, respectively, and further connected to other components of the networking information determination device 400.
Specifically, the input device 401 receives input information from the outside and transmits the input information to the central processor 403 through the input interface 402; the central processor 403 processes the input information based on computer-executable instructions stored in the memory 404 to generate output information, stores the output information temporarily or permanently in the memory 404, and then transmits the output information to the output device 406 through the output interface 405; the output device 406 outputs the output information to the outside of the determination device 400 of networking information for use by the user.
That is, the determination device of the networking information shown in fig. 4 may also be implemented to include: a memory storing computer-executable instructions; and a processor that, when executing computer executable instructions, may implement the method of determining networking information described in connection with the example shown in fig. 1.
In one embodiment, the apparatus 400 for determining networking information shown in fig. 4 includes: a memory 404 for storing programs; a processor 403, configured to execute the program stored in the memory, to execute the method of the embodiments shown in fig. 1 and fig. 2 provided by the embodiments of the present invention.
An embodiment of the present invention further provides a computer-readable storage medium, where the computer-readable storage medium has computer program instructions stored thereon; which when executed by a processor implement the method of the embodiments of figures 1 and 2 provided by embodiments of the present invention.
It is to be understood that the invention is not limited to the specific arrangements and instrumentality described above and shown in the drawings. A detailed description of known methods is omitted herein for the sake of brevity. In the above embodiments, several specific steps are described and shown as examples. However, the method processes of the present invention are not limited to the specific steps described and illustrated, and those skilled in the art can make various changes, modifications and additions or change the order between the steps after comprehending the spirit of the present invention.
The functional blocks shown in the above-described structural block diagrams may be implemented as hardware, software, firmware, or a combination thereof. When implemented in hardware, it may be, for example, an electronic Circuit, an Application Specific Integrated Circuit (ASIC), suitable firmware, plug-in, function card, or the like. When implemented in software, the elements of the invention are the programs or code segments used to perform the required tasks. The program or code segments may be stored in a machine-readable medium or transmitted by a data signal carried in a carrier wave over a transmission medium or a communication link. A "machine-readable medium" may include any medium that can store or transfer information. Examples of machine-readable media include electronic circuits, semiconductor Memory devices, Read-Only memories (ROMs), flash memories, erasable ROMs (eroms), floppy disks, CD-ROMs, optical disks, hard disks, fiber optic media, Radio Frequency (RF) links, and so forth. The code segments may be downloaded via computer networks such as the internet, intranet, etc.
It should also be noted that the exemplary embodiments mentioned in this patent describe some methods or systems based on a series of steps or devices. However, the present invention is not limited to the order of the above-described steps, that is, the steps may be performed in the order mentioned in the embodiments, may be performed in an order different from the order in the embodiments, or may be performed simultaneously.
As described above, only the specific embodiments of the present invention are provided, and it can be clearly understood by those skilled in the art that, for convenience and brevity of description, the specific working processes of the system, the module and the unit described above may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again. It should be understood that the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive various equivalent modifications or substitutions within the technical scope of the present invention, and these modifications or substitutions should be covered within the scope of the present invention.

Claims (13)

1.一种组网信息的确定方法,其特征在于,所述方法包括:1. A method for determining networking information, wherein the method comprises: 获取至少一个终端设备的入网信息,所述入网信息包括所述至少一个终端设备中每个终端设备所在的位置的驻留时长和所述每个终端设备所在位置的网络信号强度值;Obtain network access information of at least one terminal device, where the network access information includes the dwell time at the location of each terminal device in the at least one terminal device and the network signal strength value of the location where each terminal device is located; 根据所述每个终端设备所在位置的驻留时长和所述每个终端设备所在位置的网络信号强度值,确定所述每个终端设备的驻留时间梯度值;Determine the dwell time gradient value of each terminal device according to the dwell time at the location of each terminal device and the network signal strength value at the location of each terminal device; 根据所述每个终端设备的驻留时间梯度值确定所述每个终端设备的需求指数;determining the demand index of each terminal device according to the dwell time gradient value of each terminal device; 根据所述至少一个终端设备的所述需求指数确定家庭的组网需求信息。The networking requirement information of the family is determined according to the requirement index of the at least one terminal device. 2.根据权利要求1所述的方法,其特征在于,所述入网信息还包括:所述每个终端设备的流量使用信息、入网的频次、所述至少一个终端设备的数量;2. The method according to claim 1, wherein the network access information further comprises: the traffic usage information of each terminal device, the frequency of network access, and the number of the at least one terminal device; 所述根据所述每个终端设备的驻留时间梯度值确定所述每个终端设备的需求指数,包括:The determining of the demand index of each terminal device according to the dwell time gradient value of each terminal device includes: 根据所述每个终端设备的驻留时间梯度值、流量使用信息、入网的频次和所述至少一个终端设备的数量确定所述每个终端设备的需求指数。The demand index of each terminal device is determined according to the residence time gradient value of each terminal device, the traffic usage information, the frequency of network access and the number of the at least one terminal device. 3.根据权利要求1或2所述的方法,其特征在于,所述入网信息还包括所述每个终端设备的设备类型;3. The method according to claim 1 or 2, wherein the network access information further comprises the device type of each terminal device; 所述根据所述至少一个终端设备的所述需求指数确定家庭的组网需求信息,包括:The determining of the family's networking demand information according to the demand index of the at least one terminal device includes: 根据所述至少一个所述终端设备的所述需求指数和所述每个终端设备的设备类型,确定家庭的组网需求指数;According to the demand index of the at least one terminal device and the device type of each terminal device, determine the family's networking demand index; 根据所述组网需求指数确定所述家庭的组网需求信息。The networking requirement information of the family is determined according to the networking requirement index. 4.根据权利要求3所述的方法,其特征在于,所述方法还包括:4. The method according to claim 3, wherein the method further comprises: 根据所述每个终端设备的需求指数或所述家庭的组网需求指数,确定所述家庭的组网优先级;Determine the networking priority of the family according to the demand index of each terminal device or the networking demand index of the family; 根据所述家庭的组网优先级确定所述家庭的组网推荐信息。The networking recommendation information of the family is determined according to the networking priority of the family. 5.根据权利要求4所述的方法,其特征在于,所述组网推荐信息包括组网方式,所述组网方式包括有源以太网面板组网、电力猫组网、无线网格网络组网。5 . The method according to claim 4 , wherein the recommended networking information includes networking methods, and the networking methods include active Ethernet panel networking, power modem networking, and wireless mesh networking. 6 . network. 6.根据权利要求3所述的方法,其特征在于,所述方法还包括:6. The method according to claim 3, wherein the method further comprises: 获取家庭组网出现组网问题的次数;Get the number of times the home networking has networking problems; 根据所述出现组网问题的次数确定所述家庭的组网优先级;Determine the networking priority of the family according to the number of times the networking problem occurs; 根据所述家庭的组网优先级对所述家庭组网进行维护。The home networking is maintained according to the networking priority of the home. 7.根据权利要求1至6任一项所述的方法,其特征在于,所述获取至少一个终端设备的入网信息,包括:7. The method according to any one of claims 1 to 6, wherein the acquiring network access information of at least one terminal device comprises: 获取至少一个不同家庭户型的至少一个家庭中至少一个终端设备的入网信息;acquiring network access information of at least one terminal device in at least one family of at least one different family type; 所述方法还包括:The method also includes: 根据每个家庭中每个终端设备所在位置的驻留时长和所述每个终端设备所在位置的网络信号强度值,确定至少一个不同家庭户型的家庭阶梯度信号差数;According to the dwell time of the location of each terminal device in each family and the network signal strength value of the location of each terminal device in each family, determine the number of family gradient signal differences of at least one different family type; 根据所述家庭阶梯度信号差数,确定户型阶梯度信号差数组;According to the family step gradient signal difference number, determine the house type step gradient signal difference array; 根据所述户型阶梯度信号差数组与预设的户型组网数组,确定所述至少一个不同家庭户型的组网需求信息。The networking requirement information of the at least one different household type is determined according to the household type step gradient signal difference array and the preset household type networking array. 8.根据权利要求7所述的方法,其特征在于,所述根据所述家庭阶梯度信号差数,确定户型阶梯度信号差数组,包括:8 . The method according to claim 7 , wherein the determining an array of house type gradient signal differences according to the family gradient signal difference number comprises: 8 . 对同一家庭户型的至少一个家庭阶梯度信号差数进行平均计算,得到所述家庭户型的户型阶梯度信号差数组。The average calculation is performed on at least one family step gradient signal difference number of the same family unit type to obtain a unit type step gradient signal difference array of the family unit type. 9.根据权利要求7所述的方法,其特征在于,在根据所述户型阶梯度信号差数组与预设的户型组网数组,确定所述至少一个不同家庭户型的组网需求信息之前,所述方法还包括:9. The method according to claim 7, characterized in that, before determining the networking requirement information of the at least one different household The method also includes: 获取至少一个不同家庭户型的家庭户型信息,所述家庭户型信息包括所述家庭中入户信息箱到所述家庭每个房间的直线距离,以及所述每个房间的墙壁数量;Obtaining family type information of at least one different family type, the family type information includes the straight-line distance from the household entry information box in the family to each room of the family, and the number of walls in each room; 根据所述直线距离和所述墙壁数量确定所述家庭每个房间的阶梯指数;determining the step index of each room of the family according to the straight-line distance and the number of walls; 根据每个家庭中的所述每个房间的阶梯指数和每个终端的驻留时间梯度值,确定所述每个家庭的家庭阶梯数组;According to the step index of each room in each family and the residence time gradient value of each terminal, determine the family ladder array of each family; 根据至少一个家庭的所述家庭阶梯数组确定户型阶梯数组;Determine a house type ladder array according to the family ladder array of at least one family; 建立所述户型阶梯度信号差数组和所述户型阶梯数组的关联关系,得到所述户型组网数组。Establish an association relationship between the house type ladder signal difference array and the house type ladder array to obtain the house type networking array. 10.根据权利要求7-9任意一项所述的方法,其特征在于,所述方法还包括:10. The method according to any one of claims 7-9, wherein the method further comprises: 根据所述每个终端设备的需求指数、家庭的组网需求指数和所述户型组网数组,确定组网推荐信息,其中,所述家庭的组网需求指数是根据所述入网信息得到的。Networking recommendation information is determined according to the demand index of each terminal device, the family's networking demand index, and the household type networking array, wherein the family's networking demand index is obtained according to the network access information. 11.一种组网信息的确定装置,其特征在于,所述装置包括:11. A device for determining networking information, wherein the device comprises: 获取模块,用于获取至少一个终端设备的入网信息,所述入网信息包括所述至少一个终端设备中每个终端设备所在的位置的驻留时长和所述每个终端设备所在位置的网络信号强度值;an acquisition module, configured to acquire network access information of at least one terminal device, where the network access information includes the dwell time of the location where each terminal device in the at least one terminal device is located and the network signal strength of the location where each terminal device is located value; 确定模块,用于根据所述每个终端设备所在位置的驻留时长和所述每个终端设备所在位置的网络信号强度值,确定所述每个终端设备的驻留时间梯度值;a determining module, configured to determine the dwell time gradient value of each terminal device according to the dwell time at the location of each terminal device and the network signal strength value at the location of each terminal device; 所述确定模块,还用于根据所述每个终端设备的驻留时间梯度值确定所述每个终端设备的需求指数;The determining module is further configured to determine the demand index of each terminal device according to the dwell time gradient value of each terminal device; 所述确定模块,还用于根据所述至少一个终端设备的所述需求指数确定家庭的组网需求信息。The determining module is further configured to determine the networking requirement information of the family according to the requirement index of the at least one terminal device. 12.一种组网信息的确定设备,其特征在于,所述设备包括:处理器以及存储有计算机程序指令的存储器;12. A device for determining networking information, wherein the device comprises: a processor and a memory storing computer program instructions; 所述处理器执行所述计算机指令时实现如权利要求1-10任意一项所述的组网信息的确定方法。When the processor executes the computer instructions, the method for determining networking information according to any one of claims 1-10 is implemented. 13.一种计算机可读存储介质,其特征在于,所述计算机可读存储介质上存储有计算机程序指令,所述计算机程序指令被处理器执行时实现如权利要求1-10任意一项所述的组网信息的确定方法。13. A computer-readable storage medium, wherein computer program instructions are stored on the computer-readable storage medium, and when the computer program instructions are executed by a processor, any one of claims 1-10 is implemented The method for determining the networking information of .
CN201911374487.9A 2019-12-27 2019-12-27 Method, device and equipment for determining networking information and storage medium Active CN111162979B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201911374487.9A CN111162979B (en) 2019-12-27 2019-12-27 Method, device and equipment for determining networking information and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201911374487.9A CN111162979B (en) 2019-12-27 2019-12-27 Method, device and equipment for determining networking information and storage medium

Publications (2)

Publication Number Publication Date
CN111162979A true CN111162979A (en) 2020-05-15
CN111162979B CN111162979B (en) 2022-06-14

Family

ID=70558514

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201911374487.9A Active CN111162979B (en) 2019-12-27 2019-12-27 Method, device and equipment for determining networking information and storage medium

Country Status (1)

Country Link
CN (1) CN111162979B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112055366A (en) * 2020-09-04 2020-12-08 北京自如信息科技有限公司 Method and device for determining gateway position and computer equipment
CN112689053A (en) * 2020-12-09 2021-04-20 北京小米移动软件有限公司 Automatic telephone replay method, device and storage medium
CN113612620A (en) * 2021-07-12 2021-11-05 中国联合网络通信集团有限公司 Fusion package recommendation method and device, server and storage medium

Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102420732A (en) * 2011-11-30 2012-04-18 华为终端有限公司 Data service method, equipment and system in home networking
US20140229588A1 (en) * 2008-12-02 2014-08-14 Telefonaktiebolaget L.M. Ericcson(publ) Configuration recommendation for a home device
CN104144429A (en) * 2013-05-10 2014-11-12 中国电信股份有限公司 WIFI hotspot site selection decision-making method and system
CN105828418A (en) * 2015-11-30 2016-08-03 维沃移动通信有限公司 Wireless network connection method, system and mobile terminal
CN106850313A (en) * 2017-03-08 2017-06-13 芜湖美智空调设备有限公司 The optimization method and device of household appliance control network building plan
US20170178189A1 (en) * 2015-12-22 2017-06-22 Mastercard International Incorporated Systems and Methods for Use in Directing Product Offer Content to Consumers
CN107484209A (en) * 2017-09-30 2017-12-15 南京南瑞集团公司 A Vertical Switching Method for Network Load Balancing Considering User QoS
CN108965071A (en) * 2018-06-27 2018-12-07 努比亚技术有限公司 Household terminal control method, communication processing equipment, household terminal and storage medium
CN109348488A (en) * 2018-11-21 2019-02-15 中国联合网络通信集团有限公司 A kind of mobile network user perception guarantee method and device
US20190069209A1 (en) * 2016-04-22 2019-02-28 Telefonaktiebolaget Lm Ericsson (Publ) Wireless Device and Methods Therein for an Improved Cell Reselection Procedure
CN109661001A (en) * 2019-01-11 2019-04-19 中国联合网络通信集团有限公司 A kind of network optimized approach and server

Patent Citations (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140229588A1 (en) * 2008-12-02 2014-08-14 Telefonaktiebolaget L.M. Ericcson(publ) Configuration recommendation for a home device
CN102420732A (en) * 2011-11-30 2012-04-18 华为终端有限公司 Data service method, equipment and system in home networking
CN104144429A (en) * 2013-05-10 2014-11-12 中国电信股份有限公司 WIFI hotspot site selection decision-making method and system
CN105828418A (en) * 2015-11-30 2016-08-03 维沃移动通信有限公司 Wireless network connection method, system and mobile terminal
US20170178189A1 (en) * 2015-12-22 2017-06-22 Mastercard International Incorporated Systems and Methods for Use in Directing Product Offer Content to Consumers
US20190069209A1 (en) * 2016-04-22 2019-02-28 Telefonaktiebolaget Lm Ericsson (Publ) Wireless Device and Methods Therein for an Improved Cell Reselection Procedure
CN106850313A (en) * 2017-03-08 2017-06-13 芜湖美智空调设备有限公司 The optimization method and device of household appliance control network building plan
CN107484209A (en) * 2017-09-30 2017-12-15 南京南瑞集团公司 A Vertical Switching Method for Network Load Balancing Considering User QoS
CN108965071A (en) * 2018-06-27 2018-12-07 努比亚技术有限公司 Household terminal control method, communication processing equipment, household terminal and storage medium
CN109348488A (en) * 2018-11-21 2019-02-15 中国联合网络通信集团有限公司 A kind of mobile network user perception guarantee method and device
CN109661001A (en) * 2019-01-11 2019-04-19 中国联合网络通信集团有限公司 A kind of network optimized approach and server

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112055366A (en) * 2020-09-04 2020-12-08 北京自如信息科技有限公司 Method and device for determining gateway position and computer equipment
CN112055366B (en) * 2020-09-04 2023-08-25 北京自如信息科技有限公司 Gateway position determining method and device and computer equipment
CN112689053A (en) * 2020-12-09 2021-04-20 北京小米移动软件有限公司 Automatic telephone replay method, device and storage medium
CN113612620A (en) * 2021-07-12 2021-11-05 中国联合网络通信集团有限公司 Fusion package recommendation method and device, server and storage medium

Also Published As

Publication number Publication date
CN111162979B (en) 2022-06-14

Similar Documents

Publication Publication Date Title
CN111162979A (en) Method, device, device and storage medium for determining networking information
JP5538140B2 (en) Device state detection device, device state detection server, device state detection system, and device state database maintenance server
Sun et al. LSTM based link quality confidence interval boundary prediction for wireless communication in smart grid
US11252656B2 (en) Method and system for determining an optimal wireless channel for a Wi-Fi access point in a cloud-based software defined network using an application programming interface
Kumar et al. Application of AI in home automation
CN111787570B (en) Data transmission method and device of Internet of things equipment and computer equipment
JP5406922B2 (en) Home appliance management system
US20170118101A1 (en) Internet Access Evaluation
US20120191415A1 (en) Data communication system, data communication method, sensor and sensor control device
US20120123711A1 (en) System and Method for Measuring Power Usage
CN117459916A (en) Perceptual age analysis and optimization method for wirelessly powered sensor networks
US20160049789A1 (en) Energy management system
Sabolic Influence of the transmission medium quality on the automatic meter reading system capacity
JP6253017B2 (en) Communication device, management device, and management system using the same
Meshram et al. A restless bandit with no observable states for recommendation systems and communication link scheduling
CN115619109A (en) Demand forecasting method, device, equipment and medium for home broadband networking products
Horvat et al. Response surface methodology based power consumption and RF propagation analysis and optimization on XBee WSN module
Nassar et al. Heterogeneous data reduction in WSN: Application to Smart Grids
Werner et al. Event-triggered real-time metering in smart grids
JP6252943B2 (en) Management device and management system using the same
JP6972625B2 (en) Communication parameter setting device, wireless communication system, and communication parameter setting method
Léger et al. Guaranteed robust distributed estimation in a network of sensors
Sahu et al. Communication efficient distributed weighted non-linear least squares estimation
Teguig et al. Consensus algorithms for distributed spectrum sensing based on goodness of fit test in cognitive radio networks
JP6529668B2 (en) Management device, automatic meter reading system and state monitoring method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant