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.
Claims20
A system for spectrum utilization management in a wireless network comprising:
- a Multi-Access Edge Computing (MEC) layer in a network slice or subnetwork;
- and
- a wireless network resource optimization application in the MEC layer;
- wherein the MEC layer is in communication with at least one network;
- wherein the wireless network resource optimization application is configured to create actionable data for optimizing network resources of the wireless network;
- wherein the wireless network resource optimization application is configured to create a customer goals index vector of binary values based on at least one rule, at least one policy, and/or the actionable data;
- wherein each binary value of the customer goals index vector represents whether or not a specific piece of measured electromagnetic environment data is relevant to satisfying customer goals;
- a machine learning (ML) engine, wherein the ML engine identifies relevant information required by at least one customer application;
- and
- wherein the network resources of the wireless network are optimized based on the actionable data, the relevant information required by the at least one customer application, and the customer goals index vector.
A system for spectrum utilization management in a wireless network comprising:
- a Multi-Access Edge Computing (MEC) layer in a network slice or subnetwork;
- and
- a wireless network resource optimization application in the MEC layer;
- wherein the MEC layer is in communication with at least one network;
- wherein the wireless network resource optimization application is configured to create actionable data for optimizing network resources;
- wherein the wireless network resource optimization application is configured to create a customer goals index vector of binary values based on the actionable data;
- wherein each binary value of the customer goals index vector represents whether or not a specific piece of measured electromagnetic environment data is relevant to satisfying customer goals;
- a machine learning (ML) engine, wherein the ML engine identifies relevant information required by at least one customer application;
- and
- wherein the network resources of the wireless network are optimized based on the actionable data, the relevant information required by the at least one customer application from the ML engine, and the customer goals index vector.
A method for spectrum utilization management in a wireless network comprising:
- a wireless network resource optimization application creating actionable data and creating a customer goals index vector of binary values based on the actionable data;
- a machine learning (ML) engine identifying relevant information required by at least one customer application based on the customer goals index vector;
- and
- the wireless network resource optimization application optimizing network resources of the wireless network based on the actionable data, the relevant information required by the at least one customer application from the ML engine, and the customer goals index vector;
- wherein each binary value of the customer goals index vector represents whether or not a specific piece of measured electromagnetic environment data is relevant to satisfying customer goals;
- wherein a Multi-Access Edge Computing (MEC) layer is in communication with at least one network or subnetwork;
- and
- wherein the wireless network resource optimization application is in the MEC layer.
Dependencies are inferred from the claim text.