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 an electromagnetic environment comprising:
- at least one sensor unit configured to measure data;
- at least one data analysis engine configured to analyze the measured data to create analyzed data;
- a Multi-Access Edge Computing (MEC) layer in a network slice;
- a wireless network resource optimization application in the MEC layer;
- and
- a machine learning (ML) engine;
- wherein the ML engine is configured to receive the analyzed data from the at least one data analysis engine and make predictions about the electromagnetic environment based on the analyzed data;
- and
- wherein the wireless network resource optimization application is configured to create a vector ensemble class for at least one signal, analyze the at least one signal for possible interactions based on center frequency and/or bandwidth, and analyze the possible interactions, the vector ensemble class, and the predictions about the electromagnetic environment to create actionable data to optimize network resources of the wireless network based on customer goals.
A system for spectrum utilization management in an electromagnetic environment comprising:
- a Multi-Access Edge Computing (MEC) layer in a network slice;
- a wireless network resource optimization application in the MEC layer;
- at least one data analysis engine configured to analyze measured data to create analyzed data;
- and
- a machine learning (ML) engine;
- wherein the ML engine is configured to receive the analyzed data from the at least one data analysis engine and make predictions about the electromagnetic environment based on the analyzed data;
- wherein the wireless network resource optimization application is configured to create a vector ensemble class for at least one signal and analyze the vector ensemble class and the predictions about the electromagnetic environment to create actionable data to optimize network resources of the wireless network.
A method for spectrum utilization management in an electromagnetic environment comprising:
- at least one sensor unit measuring data;
- at least one data analysis engine analyzing the measured data to create analyzed data;
- at least one machine learning (ML) engine making predictions about the electromagnetic environment based on the analyzed data;
- a wireless network resource optimization application creating a vector ensemble class for at least one signal;
- the wireless network resource optimization application analyzing the at least one signal for possible interactions;
- and
- the wireless network resource optimization application analyzing the possible interactions, the vector ensemble class, and the predictions about the electromagnetic environment to create actionable data to optimize network resources of the wireless network;
- wherein the wireless network resource optimization application is in a Multi-Access Edge Computing (MEC) layer.
Dependencies are inferred from the claim text.