System, method, and apparatus for providing optimized network resources
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.
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 network, and a Multi-Access Edge Computing (MEC) layer;
at least one monitoring sensor operable to monitor the electromagnetic environment and to create measured data;
a wireless network resource optimization application, wherein the wireless network resource optimization application includes 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 goals index vector is a vector of binary values; and
wherein the wireless network resource optimization application uses the customer goals index vector to create actionable data.
2. The system of claim 1 , wherein the network resources are optimized by changing at least one physical layer parameter of one or more customer devices and/or applications.
3. The system of claim 1 , wherein one or more of the at least one monitoring sensor is included in a base station.
4. The system of claim 1 , wherein one or more of the at least one monitoring sensor is included in at least one spectrum monitoring unit, wherein the at least one spectrum monitoring unit includes at least one processor and memory, at least one receiver, and the one or more of the at least one monitoring sensor.
5. The system of claim 1 , wherein the at least one monitoring sensor includes at least one antenna, at least one antenna array, at least one radio server, and/or at least one software defined radio.
6. The system of claim 1 , wherein the wireless network resource optimization application is operable to activate an alarm.
7. The system of claim 1 , wherein the wireless network resource optimization application creates a vector ensemble class for at least one signal of interest.
8. The system of claim 1 , wherein the wireless network resource optimization application creates the actionable data in real time or in near-real time and/or the at least one monitoring sensor monitors the electromagnetic environment in real time or near-real time and creates the measured data in real time or near-real time.
9. A method for dynamic spectrum utilization management in an electromagnetic environment comprising:
providing a radio access network (RAN), a 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 the measured data;
monitoring the electromagnetic environment using at least one monitoring sensor to create measured data;
analyzing the measured data using the at least one data analysis engine to create analyzed data, wherein the at least one data analysis engine includes a detection engine and a learning engine;
the wireless network resource optimization application creating actionable data using analyzed data from the at least one data analysis engine;
optimizing network resources using the actionable data; and
wireless network resource optimization application creating a customer goals index vector, wherein the customer goals index vector is a vector of binary values; and
the wireless network resource optimization application using the customer goals index vector to create actionable data.
10. The method of claim 9 , wherein the network resources are optimized by changing at least one physical layer parameter of one or more customer devices and/or applications.
11. The method of claim 9 , wherein one or more of the at least one monitoring sensor is included in a base station.
12. The method of claim 9 , wherein one or more of the at least one monitoring sensor is included in at least one spectrum monitoring unit, wherein the at least one spectrum monitoring unit includes at least one processor and memory, at least one receiver, and the one or more of the at least one monitoring sensor.
13. The method of claim 9 , wherein the at least one monitoring sensor includes at least one antenna, at least one antenna array, at least one radio server, and/or at least one software defined radio.
14. The method of claim 9 , further comprising the wireless network resource optimization application activating an alarm.
15. The method of claim 9 , further comprising the wireless network resource optimization application creating a vector ensemble class for at least one signal of interest.
16. The method of claim 9 , wherein the wireless network resource optimization application creates the actionable data in real time or in near-real time and/or the at least one monitoring sensor monitors the electromagnetic environment in real time or near-real time and creates the measured data in real time or near-real time.
17. A system for dynamic spectrum utilization management in an environment comprising:
a network slice or a subnetwork;
at least one monitoring sensor operable to monitor the environment and to create measured data;
a wireless network resource optimization application, wherein the wireless network resource optimization application includes 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; and
wherein the wireless network resource optimization application creates a customer goals index vector;
wherein the customer goals index vector is a vector of binary values; and
wherein the wireless network resource optimization application uses the customer goals index vector to create actionable data.
18. The system of claim 17 , wherein the wireless network resource optimization application is operable to activate an alarm.
19. The system of claim 17 , wherein the wireless network resource optimization application creates a vector ensemble class for at least one signal of interest.
20. The system of claim 17 , wherein the wireless network resource optimization application creates the actionable data in real time or in near-real time.