System, method, and apparatus for providing optimized network resources

A system for spectrum management in an electromagnetic environment comprising:

• at least one sensor configured to detect signal information from the electromagnetic environment;
• wherein the detected signal information is represented in a vector ensemble class for each signal in the electromagnetic environment;
• wherein the vector ensemble class includes at least one signal center frequency, bandwidth, signal-to-noise ratio, and/or time duration;
• at least one data analysis engine configured to analyze possible interactions of the detected signal information based on center frequency and/or bandwidth of at least one signal to create analyzed data;
• a Multi-Access Edge Computing (MEC) layer in a network slice in communication with a radio access network (RAN) and a core network, and
• a wireless network resource optimization application in the MEC layer configured to create a set by adding the possible interactions to the vector ensemble class;
• wherein the wireless network resource optimization application is configured to create a customer goals index vector containing binary values that represent whether or not a specific piece of the detected signal information is relevant to satisfying customer goals;
• and
• wherein the wireless network resource optimization application is configured to combine the set with the customer goals index vector and use analyzed data from the at least one data analysis engine to create actionable data for optimizing the network resources;
• 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.

A method for spectrum management in an electromagnetic environment comprising:

• at least one sensor detecting signal information from the electromagnetic environment;
• wherein the detected signal information is represented in a vector ensemble class for each signal in the electromagnetic environment;
• wherein the vector ensemble class includes at least one signal center frequency, bandwidth, signal-to-noise ratio, and/or time duration;
• at least one data analysis engine analyzing possible interactions of the detected signal information based on center frequency and bandwidth of at least one signal, thereby creating analyzed data;
• and
• a wireless network resource optimization application, in a Multi-Access Edge Computing (MEC) layer in a network slice in communication with a radio access network (RAN) and a core network, creating a set by adding the possible interactions to the vector ensemble class:
• the wireless network resource optimization application creating a customer goals index vector containing binary values that represent whether or not a specific piece of the detected signal information is relevant to satisfying customer goals;
• and
• the wireless network resource optimization application combining the set with the customer goals index vector and using the analyzed data to create actionable data for optimizing the network resources.