Search

JP-7856380-B2 - Dynamic telecom network agent filtering

JP7856380B2JP 7856380 B2JP7856380 B2JP 7856380B2JP-7856380-B2

Inventors

  • シヴァクマル、ガンジー
  • パテル、クシャル エス．
  • マクラ、ルーク ペーター
  • パテル、サルヴェシュ エス．

Assignees

  • インターナショナル・ビジネス・マシーンズ・コーポレーション

Dates

Publication Date
20260511
Application Date
20221028
Priority Date
20211101

Claims (20)

  1. A telecom network hardware device comprising a processor coupled to a computer-readable memory unit, wherein the computer-readable memory unit, when executed by the processor: A step of obtaining peripheral data associated with user equipment (UE) activated with respect to the telecom network associated with the telecom network hardware device , which includes details related to environmental noise and noise-related details in the UE, by the processor executing software code with respect to the virtual network function (VNF) and physical network function (PNF) of the telecom network hardware device ; A step of mapping the peripheral data using a predefined filter selection model configured by the processor to identify requirements for a filtering agent for noise reduction, wherein the filter selection model identifies requirements for a filtering agent for noise reduction ; The processor, which executes the predefined filter selection model, selects a filtering agent model in response to the results of the mapping, for selecting a filtering agent from a pool of model resources in which available filtering agent models are pooled ; The processor, in response to the execution of the filtering agent model, selects filtering agents from the VNF that are associated with noise and distortion reduction for the UE with respect to the telecom network; The processor acquires environmental characteristics , including weather-related data, via multiple Global Positioning System (GPS) sensors, which are associated with the telecom network; The processor performs the step of tagging a specified location of the UE, which is enabled with respect to the telecom network, with respect to a timeline , based on the environmental characteristics, in order to create a noise profile ; In the step where the processor pushes the filtering agent to the UE, the filtering agent is stored in the temporary memory space of the UE's operating system; The processor generates network commands associated with the execution of the filtering agent; A telecom network hardware device having instructions for implementing a dynamic telecom network agent filtering method, the processor having instructions for executing the filtering agent with respect to the UE in response to the activation of the network command, wherein the execution activates the filtering agent with respect to the UE over a specified time frame; and the processor having instructions for reducing noise and distortion that occur during the operation of the UE with respect to the telecom network in response to the result of the execution.
  2. The aforementioned dynamic telecom network agent filtering method is: The telecom network hardware device according to claim 1, further comprising the step of removing the filtering agent from the user equipment by the processor after the reduction is completed.
  3. The step of pushing the filtering agent to the UE is: The telecom network hardware device according to claim 1 or 2, comprising the steps of: sending an activation interaction code to the UE, which, when executed by the UE, is code that activates a filtering agent ; and activating the filtering agent to perform the noise and distortion reduction in response to the execution of the activation interaction code.
  4. The telecom network hardware device according to claim 1 or 2, wherein the environmental characteristics are associated with a resource related to the triggered PNF function.
  5. The telecom network hardware device according to claim 1 or 2, wherein the step of selecting the filtering agent model is performed with respect to the VNF and the service orchestration layer of the 5G network.
  6. The aforementioned dynamic telecom network agent filtering method is: The telecom network hardware device according to claim 1 or 2, further comprising: the step of the processor evaluating the requirements of the filtering agent with respect to a predefined polling frequency associated with a service running within the VNF; and the step of the processor provisioning each of the filtering agents of the filtering agent to the malfunctioning device of the UE in order to perform the reduction.
  7. The aforementioned step of selecting the filtering agent is: A telecom network hardware device according to claim 1 or 2, comprising the step of running a VNF multidimensional machine learning model based on the multilevel features and attributes of the device.
  8. A step of acquiring peripheral data associated with user equipment (UE) activated with respect to the telecom network associated with the telecom network hardware device, which includes details related to environmental noise and noise-related details in the UE, by the processor of the telecom network hardware device executing software code with respect to the virtual network function (VNF) and physical network function (PNF) of the telecom network hardware device; A step of mapping the peripheral data using a predefined filter selection model configured by the processor to identify requirements for a filtering agent for noise reduction, wherein the filter selection model identifies requirements for a filtering agent for noise reduction ; The processor, which executes the predefined filter selection model, selects a filtering agent model in response to the results of the mapping, for selecting a filtering agent from a pool of model resources in which available filtering agent models are pooled ; The processor, in response to the execution of the filtering agent model, selects filtering agents from the VNF that are associated with noise and distortion reduction for the UE with respect to the telecom network; The processor acquires environmental characteristics , including weather-related data, via multiple Global Positioning System (GPS) sensors, which are associated with the telecom network; The processor performs the step of tagging a specified location of the UE, which is enabled with respect to the telecom network, with respect to a timeline , based on the environmental characteristics, in order to create a noise profile ; In the step where the processor pushes the filtering agent to the UE, the filtering agent is stored in the temporary memory space of the UE's operating system; The processor generates network commands associated with the execution of the filtering agent; A dynamic telecom network agent filtering method comprising: a step of the processor executing the filtering agent with respect to the UE in response to the activation of the network command, wherein the execution activates the filtering agent with respect to the UE for a specified time frame; and a step of the processor reducing noise and distortion that occurs during the operation of the UE with respect to the telecom network in response to the result of the execution.
  9. The dynamic telecom network agent filtering method according to claim 8, further comprising the step of removing the filtering agent from the user equipment by the processor after the reduction has been completed.
  10. The step of pushing the filtering agent to the UE is: A dynamic telecom network agent filtering method according to claim 8 or 9, comprising the steps of: sending an activation interaction code to the UE, which is code that, when executed by the UE, activates a filtering agent; and activating the filtering agent to perform the noise and distortion reduction in response to the execution of the activation interaction code.
  11. The dynamic telecom network agent filtering method according to claim 8 or 9, wherein the environmental characteristics are associated with a resource related to the triggered PNF function.
  12. The dynamic telecom network agent filtering method according to claim 8 or 9, wherein the step of selecting the filtering agent model is performed with respect to the VNF and the service orchestration layer of the 5G network.
  13. The dynamic telecom network agent filtering method according to claim 8 or 9, further comprising: a step of the processor evaluating the requirements of the filtering agent with respect to a predefined polling frequency associated with a service running within the VNF; and a step of the processor provisioning each of the filtering agents of the filtering agent to the malfunctioning device of the UE in order to perform the reduction.
  14. The aforementioned step of selecting the filtering agent is: A dynamic telecom network agent filtering method according to claim 8 or 9, comprising the step of running a VNF multidimensional machine learning model based on the multilevel features and attributes of a device.
  15. The dynamic telecom network agent filtering method according to claim 8 or 9, further comprising the step of providing at least one support service for at least one of creating, integrating, hosting, maintaining, and deploying computer-readable code in the telecom network hardware device, wherein the computer-readable code is executed by the processor to implement: the step of acquiring the peripheral data, the step of mapping the data, the step of selecting the filtering agent model, the step of selecting the filtering agent, the step of acquiring the environmental characteristics, the step of tagging the data, the step of pushing the data, the step of generating the data, the step of executing the data, and the step of reducing the data.
  16. To the processor of telecom network hardware devices: A procedure for obtaining peripheral data associated with a user equipment (UE) activated with respect to the telecom network associated with the telecom network hardware device, by the processor executing software code with respect to the virtual network function (VNF) and physical network function (PNF) of the telecom network hardware device , the peripheral data including details related to environmental noise and noise-related details in the UE ; A procedure for mapping the peripheral data using a predefined filter selection model configured by the processor to identify requirements for a filtering agent for noise reduction, wherein the filter selection model identifies requirements for a filtering agent for noise reduction ; A step by which the processor, which executes the predefined filter selection model, selects a filtering agent model to select a filtering agent from a pool of model resources in which available filtering agent models are pooled , in response to the result of the mapping; The processor, in response to the execution of the filtering agent model, selects filtering agents from the VNF associated with noise and distortion reduction for the UE with respect to the telecom network; The processor performs a procedure for acquiring environmental characteristics , including weather-related data, associated with the telecom network via multiple Global Positioning System (GPS) sensors; The process by which the processor tags a specified location of the UE, which is enabled with respect to the telecom network, with respect to a timeline , based on the environmental characteristics, in order to create a noise profile ; The processor performs a step of pushing the filtering agent to the UE, where the filtering agent is stored in the temporary memory space of the UE's operating system; A procedure by which the processor generates network commands associated with the execution of the filtering agent; A computer program that causes the processor to perform a procedure for executing the filtering agent with respect to the UE in response to the activation of the network command, wherein the execution activates the filtering agent with respect to the UE for a specified time frame; and a procedure for reducing noise and distortion that occurs during the operation of the UE with respect to the telecom network in response to the result of the execution.
  17. To the aforementioned processor: The computer program according to claim 16, which causes the processor to further perform a procedure to remove the filtering agent from the user device after the reduction has been completed.
  18. The procedure for pushing the filtering agent to the UE is: A computer program according to claim 16, comprising: a step of sending an activation interaction code to the UE, which is code that, when executed by the UE, activates a filtering agent ; and a step of activating the filtering agent to perform the noise and distortion reduction in response to the execution of the activation interaction code.
  19. The computer program according to claim 16, wherein the environmental characteristics are associated with resources related to the triggered PNF function.
  20. The computer program according to claim 16, wherein the procedure for selecting the filtering agent model is performed with respect to the VNF and the service orchestration layer of the 5G network.

Description

This invention generally relates to a method for filtering noise and distortion occurring within a telecommunications network, and more particularly to a method and associated system for improving telecommunications network technology related to filtering agent models and selection of filtering agents, tagging the location of user equipment, activating filtering agents, and reducing noise and distortion occurring during the operation of user equipment with respect to the telecommunications network. A first aspect of the present invention is a telecom network hardware device comprising a processor coupled to a computer-readable memory unit, wherein the memory unit, when executed by the processor: acquires peripheral data associated with user equipment (UE) activated with respect to the telecom network associated with the telecom network hardware device by the processor executing software code with respect to the virtual network function (VNF) and physical network function (PNF) of the telecom network hardware device; the processor maps the peripheral data using a predefined filter selection model; the processor, executing the predefined filter selection model, selects a filtering agent model from a pool of model resources in response to the result of the mapping; the processor, in response to the execution of the filtering agent model, selects filtering agents from the VNF associated with noise and distortion reduction associated with the UE with respect to the telecom network; the processor performs multiple global measurements The present invention provides a telecom network hardware device having instructions for implementing a dynamic telecom network agent filtering method, comprising the steps of: acquiring environmental characteristics associated with the telecom network via a GPS sensor; tagging a specified location of the UE (User Environment) activated with respect to the telecom network based on the environmental characteristics; pushing a filtering agent to the UE, where the filtering agent is stored in the temporary memory space of the UE's operating system; generating a network command associated with the execution of the filtering agent; executing the filtering agent with respect to the UE in response to the activation of the network command, where the execution activates the filtering agent with respect to the UE over a specified time frame; and reducing noise and distortion occurring during the operation of the UE with respect to the telecom network in response to the results of the execution. A second aspect of the present invention involves the steps of: acquiring peripheral data associated with user equipment (UE) activated with respect to the telecom network associated with the telecom network hardware device by a processor of the telecom network hardware device that executes software code with respect to the virtual network function (VNF) and physical network function (PNF) of the telecom network hardware device; mapping the peripheral data using a predefined filter selection model by the processor; selecting a filtering agent model from a pool of model resources in response to the result of the mapping by the processor that executes the predefined filter selection model; selecting filtering agents from the VNF associated with noise and distortion reduction associated with the UE with respect to the telecom network in response to the execution of the filtering agent model by the processor; and via a plurality of Global Positioning System (GPS) sensors by the processor. A dynamic telecom network agent filtering method is provided, comprising the steps of: acquiring environmental characteristics associated with the telecom network; tagging a specified location of the UE activated with respect to the telecom network based on the environmental characteristics by the processor; pushing the filtering agent to the UE, where the filtering agent is stored in the temporary memory space of the UE's operating system; generating a network command associated with the execution of the filtering agent by the processor; executing the filtering agent with respect to the UE in response to the activation of the network command, where the execution activates the filtering agent with respect to the UE over a specified time frame; and reducing noise and distortion occurring during the operation of the UE with respect to the telecom network in response to the result of the execution by the processor. A third aspect of the present invention is a computer program product comprising a computer-readable hardware storage device for storing computer-readable program code, wherein the computer-readable program code has an algorithm that, when executed by a processor of a telecom network hardware device, implements a dynamic telecom network agent filtering method, the method comprising: a step of obtaining peripheral data associated with user equipment (UE) activated with respect to the telecom network associated with