System, method, and apparatus for providing optimized network resources

A system for spectrum utilization management in a wireless network comprising:

• a Multi-Access Edge Computing (MEC) layer in a wireless network;
• and
• a wireless network resource optimization application in the MEC layer;
• wherein the wireless network resource optimization application is configured to receive signal data for signals in a radiofrequency environment;
• wherein the signal data is represented in a vector ensemble class including a center frequency, bandwidth, an upper frequency component, a lower frequency component, signal-to-noise ratio, and time duration for each signal in the signal data;
• wherein the wireless network resource optimization application is configured to analyze the signal data for possible interactions based on a center frequency and a combination of bandwidth and an upper and lower frequency component of the signals in the signal data;
• wherein the wireless network resource optimization application is 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 that represents whether or not a specific piece of the signal data is relevant to satisfying customer goals;
• wherein the wireless network resource optimization application is configured to combine the set with the customer goals index vector to create actionable data;
• and
• wherein the wireless network resource optimization application is configured to utilize the actionable data to optimize network resources for applications hosted in the wireless network.

A method for spectrum utilization management in a wireless network comprising:

• a wireless network resource optimization application in a Multi-Access Edge Computing (MEC) layer in a wireless network receiving signal data for signals in a radiofrequency environment;
• wherein the signal data is represented in a vector ensemble class including a center frequency, bandwidth, an upper frequency component, a lower frequency component, signal-to-noise ratio, and time duration for each signal in the signal data;
• the wireless network resource optimization application analyzing the signal data for possible interactions based on a center frequency and a combination of bandwidth and an upper and lower frequency component of the signals in the signal data;
• the wireless network resource optimization application 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 signal data is relevant to satisfying customer goals;
• the wireless network resource optimization application combining the set with the customer goals index vector to create actionable data;
• and
• the wireless network resource optimization application optimizing physical layer resources for applications hosted of in the wireless network based on the actionable data.