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 management in an electromagnetic environment comprising:
- at least one sensor operable to create measured data from the electromagnetic environment;
- at least one data analysis engine operable to analyze the measured data;
- a Multi-Access Edge Computing (MEC) layer in a network slice, wherein the MEC layer is in communication with a radio access network (RAN);
- and
- an artificial intelligence (AI) agent in communication with the at least one data analysis engine;
- wherein the AI agent is operable to optimize a multiple inputs multiple outputs (MIMO) system based on a conditional entropy value of one signal based on interference from at least one second signal;
- wherein the MIMO system is a massive MIMO system;
- wherein the analyzed data is represented in a vector ensemble class for each signal in the electromagnetic environment;
- and
- wherein the AI agent is included in a RAN Intelligent Controller (RIC).
A system for spectrum management in an electromagnetic environment comprising:
- at least one sensor operable to create measured data from the electromagnetic environment;
- at least one data analysis engine operable to analyze the measured data;
- an artificial intelligence (AI) agent in communication with the at least one data analysis engine;
- a Multi-Access Edge Computing (MEC) layer in a network slice, wherein the MEC layer is in communication with a radio access network (RAN);
- and
- a wireless network resource optimization application in the MEC layer, wherein the wireless network resource optimization application includes at least one rule and/or at least one policy;
- wherein the AI agent is operable to optimize a multiple inputs multiple outputs (MIMO) system based on a conditional entropy value of one signal based on interference from at least one second signal;
- wherein the MIMO system is a massive MIMO system;
- and
- wherein the wireless network resource optimization application is operable to use the analyzed data from the AI agent to create actionable data for optimizing the network resources.
A system for spectrum management in an electromagnetic environment comprising:
- at least one sensor operable to create measured data from the electromagnetic environment;
- at least one data analysis engine operable to analyze the measured data;
- a Multi-Access Edge Computing (MEC) layer in a network slice, wherein the MEC layer is in communication with a radio access network (RAN);
- and
- an artificial intelligence (AI) agent in communication with the at least one data analysis engine;
- wherein the AI agent is operable to optimize a multiple inputs multiple outputs (MIMO) system based on a conditional entropy value of one signal based on interference from at least one second signal;
- wherein the MIMO system is a massive MIMO system;
- wherein the at least one data analysis engine is operable to analyze the measured data;
- and
- wherein the at least one sensor and the at least one data analysis engine are provided in a single chip, a single chipset, or on a single circuit board.
Dependencies are inferred from the claim text.