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US 12,604,200 B2Granted
System, method, and apparatus for providing optimized network resources
AssigneeDigital Global Systems, Inc.
InventorArmando Montalvo
Life of this patent
Estimating the term…
Abstract
Systems, methods, and apparatuses for providing optimization of network resources. The system is operable to monitor the electromagnetic environment, analyze the electromagnetic environment, and extract environmental awareness of the electromagnetic environment. The system extracts the environmental awareness of the electromagnetic environment by including customer goals. The system is operable to use the environmental awareness with the customer goals and/or user defined policies and rules to extract actionable information to help the customer optimize the network resources.
Claims16
A system for optimization of spectrum utilization in an electromagnetic environment, comprising:
- at least one data analysis engine in a Multi-Access Edge Computing (MEC) layer configured to analyze measured data to create radiofrequency (RF) awareness parameters;
- and
- at least one server;
- wherein the at least one data analysis engine includes a graphical mapping engine configured to filter the RF awareness parameters based on customer goals to create actionable parameters;
- wherein the graphical mapping engine is configured to create a cost function based on the actionable parameters and the customer goals;
- wherein the graphical mapping engine is configured to subdivide the cost function into subdivisions based on at least one subdivision resolution parameter;
- wherein the at least one subdivision resolution parameter is calculated based on a relative importance and/or resolution of each of the actionable parameters;
- wherein the relative importance and/or resolution for each of the actionable parameters is determined based on an effect of each of the actionable parameters on the customer goals;
- wherein the graphical mapping engine is configured to evaluate a centroid of at least one of the subdivisions to create optimized actionable parameters;
- and
- wherein the graphical mapping engine is configured to send the optimized actionable parameters to the at least one server for optimization of network resources of the electromagnetic environment.
8 more elements
An apparatus for optimization of spectrum utilization in an electromagnetic environment, comprising:
- at least one data analysis engine in a Multi-Access Edge Computing (MEC) layer configured to analyze measured data to create radiofrequency (RF) awareness parameters;
- wherein the at least one data analysis engine includes a graphical mapping engine configured to filter the RF awareness parameters based on customer goals to create actionable parameters;
- wherein the graphical mapping engine contains a sensitivity analysis engine configured to determine a relative importance of each of the actionable parameters is determined based on an effect of each of the actionable parameters on the customer goals;
- wherein the sensitivity analysis engine is configured to set a resolution of each of the actionable parameters based on the relative importance of each of the actionable parameters;
- wherein the graphical mapping engine is configured to create a cost function based on the actionable parameters and the customer goals;
- wherein the graphical mapping engine is configured to create a constraint function based on bounds of the actionable parameters;
- wherein the graphical mapping engine is configured to optimize the actionable parameters based on the resolution of each of the actionable parameters and by minimizing the cost function while constrained by the constraint function;
- and
- wherein the graphical mapping engine is configured to send the optimized actionable parameters to at least one server for optimization of network resources of the electromagnetic environment.
6 more elements
A method for optimization of spectrum utilization in an electromagnetic environment comprising:
- at least one data analysis engine in a Multi-Access Edge Computing (MEC) layer analyzing measured data to create analyzed data including RF awareness parameters;
- a graphical mapping engine in the at least one data analysis engine filtering the RF awareness parameters based on customer goals to create actionable parameters;
- determining, using a sensitivity analysis engine contained in the graphical mapping engine, a relative importance of each of the actionable parameter based on an effect of each of the actionable parameters on the customer goals;
- generating, using a sensitivity analysis engine, a resolution of each of the actionable parameters based on the relative importance for each of the actionable parameters;
- the graphical mapping engine creating a cost function based on the actionable parameters and the customer goals;
- the graphical mapping engine optimizing the actionable parameters based on the resolution of each of the actionable parameters and by minimizing the cost function while constrained by a constraint function, wherein the constraint function is based on bounds of the actionable parameters;
- and
- the at least one data analysis engine sending the optimized actionable parameters to at least one server for optimization of network resources of the electromagnetic environment.
5 more elements
Dependencies are inferred from the claim text.