System, method, and apparatus for providing optimized network resources

1. A system for dynamic spectrum utilization management in an electromagnetic environment comprising:

a network slice or a subnetwork, wherein the network slice or the subnetwork includes a radio access network (RAN), a core network, and a Multi-Access Edge Computing (MEC) layer;

at least one physical monitoring sensor operable to monitor the electromagnetic environment and to send measured data to at least one data analysis engine;

wherein the at least one physical monitoring sensor includes at least one antenna, at least one antenna array, and/or at least one radio server;

a wireless network resource optimization application, wherein the wireless network resource optimization application includes the at least one data analysis engine for analyzing the measured data;

wherein the wireless network resource optimization application is operable to use analyzed data from the at least one data analysis engine to create actionable data for optimizing network resources;

wherein the wireless network resource optimization application creates a customer goals index vector, wherein the customer goal index vector is a vector of binary values;

wherein the customer goals index vector is used to optimize customer utilization of spectrum in the MEC layer.

2. The system of claim 1 , wherein the MEC layer is operable to determine a location of at least one user equipment (UE) device.

3. The system of claim 2 , wherein the MEC layer includes procedures for migration and/or service continuity using MEC host pre-allocation based on a predicted future location of the at least one UE device.

4. The system of claim 1 , wherein the wireless network resource optimization application includes a rules and policy editor, wherein one or more of at least one rule and/or at least one policy of the rules and policy editor is defined by requirements of at least one customer.

5. The system of claim 1 , wherein the wireless network resource optimization application generates at least one RAN command to change at least one RAN parameter.

6. The system of claim 1 , wherein the network resources are optimized by reconfiguring at least one parameter of the core network and/or the MEC layer associated with the network slice or the subnetwork.

7. The system of claim 1 , wherein the at least one physical monitoring sensor is included in a base station.

8. The system of claim 1 , wherein the data analysis engine is operable to provide a quality of one more channels.

9. The system of claim 1 , wherein the MEC layer is operable to use a statistical inference engine and/or a ML engine interface with at least one application.

10. A method for dynamic spectrum utilization management in an electromagnetic environment comprising:

providing a radio access network (RAN), a core network, and a Multi-Access Edge Computing (MEC) layer in a network slice or a subnetwork and a wireless network resource optimization application, wherein the wireless network resource optimization application includes at least one data analysis engine for analyzing measured data;

monitoring the electromagnetic environment using at least one physical monitoring sensor to create and send the measured data to the at least one data analysis engine;

wherein the at least one physical monitoring sensor includes at least one antenna, at least one antenna array, and/or at least one radio server;

analyzing the measured data using the at least one data analysis engine to create analyzed data;

the wireless network resource optimization application creates a customer goals index vector, wherein the customer goal index vector is a vector of binary values;

wherein the customer goals index vector is used to optimize customer utilization of spectrum in the MEC layer.

11. The method of claim 10 , further comprising determining channel availability in the electromagnetic environment.

12. The method of claim 10 , further comprising providing a quality of a channel to a network operator and receiving a request for use of the channel from a network operator based on a quality of the channel.

13. The method of claim 10 , further comprising the MEC layer determining a location of at least one user equipment (UE) device.

14. The method of claim 10 , further comprising providing optimization of service to at least one UE device based on a predicted future location of at least one UE device.

15. The method of claim 14 , further comprising providing MEC host pre-allocation based on the predicted future location of the at least one UE device.

16. A method for dynamic spectrum utilization management in an electromagnetic environment comprising:

providing a radio access network (RAN), a core network, and a Multi-Access Edge Computing (MEC) layer in a network slice or a subnetwork and a wireless network resource optimization application, wherein the wireless network resource optimization application includes at least one data analysis engine for analyzing measured data;

monitoring the electromagnetic environment using at least one physical monitoring sensor to create and send the measured data to the at least one data analysis engine;

wherein the at least one physical monitoring sensor includes at least one antenna, at least one antenna array, and/or at least one radio server;

the wireless network resource optimization application creates a customer goals index vector, wherein the customer goal index vector is a vector of binary values;

wherein the customer goals index vector is used to optimize customer utilization of spectrum in the MEC layer;

analyzing the measured data using the at least one data analysis engine to create analyzed data; and

the MEC layer determining a location of at least one user equipment (UE) device.

17. The method of claim 16 , further comprising determining channel availability in the electromagnetic environment.

18. The method of claim 16 , further comprising providing a quality of a channel to a network operator and receiving a request for use of the channel from a network operator based on a quality of the channel.

19. The method of claim 16 , further comprising the MEC layer providing procedures for migration and/or service continuity based on a predicted future location of the at least one UE device.

20. The method of claim 16 , further comprising creating a relocation group including at least one MEC host pre-configured to run at least one application.