System, method, and apparatus for providing optimized network resources

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

• providing a Multi-Access Edge Computing (MEC) layer in a wireless network, wherein the MEC layer is in communication with a radio access network (RAN) and a core network;
• monitoring at least one signal in the electromagnetic environment using at least one sensor to create measured data;
• providing a wireless network resource optimization application in the MEC layer configured to obtain statistical information and analyze possible interactions based on a center frequency and a combination of bandwidth and an upper and lower frequency component of the at least one signal in the electromagnetic environment;
• the wireless network resource optimization application creating a set by adding the possible interactions to a vector ensemble class for each signal in the electromagnetic environment for creating analyzed data;
• and
• the wireless network resource optimization application optimizing network resources of customer devices and/or applications based on the analyzed data and a customer goals index vector of binary values;
• wherein each binary value of the customer goals index vector represents whether or not a specific piece of the measured data is relevant to satisfying customer goals;
• wherein the vector ensemble class includes a center frequency, bandwidth, signal-to-noise ratio, and time duration for the at least one signal in the electromagnetic environment;
• and
• the wireless network resource optimization application including a detection engine for automatically detecting the at least one signal in the electromagnetic environment based on the analyzed data.

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

• a Multi-Access Edge Computing (MEC) layer in a wireless network, wherein the MEC layer is in communication with a radio access network (RAN) and a core network;
• at least one sensor configured to monitor at least one signal in the electromagnetic environment and to create measured data;
• and
• a wireless network resource optimization application in the MEC layer, wherein the wireless network resource optimization application includes at least one data analysis engine for obtaining statistical information and analyzing possible interactions based on a center frequency and a combination of bandwidth and an upper and lower frequency component of the at least one signal in the electromagnetic environment;
• wherein the wireless network resource optimization application is configured to create a set by adding the possible interactions to a vector ensemble class for each signal in the electromagnetic environment to create analyzed data;
• and
• wherein the wireless network resource optimization application is configured to optimize network resources based on the analyzed data and a customer goals index vector of binary values;
• wherein each binary value of the customer goals index vector represents whether or not a specific piece of measured data from the electromagnetic environment is relevant to satisfying customer goals;
• wherein the vector ensemble class includes a center frequency, bandwidth, signal-to-noise ratio, and time duration for the at least one signal in the electromagnetic environment;
• and
• wherein the at least one data analysis engine includes a detection engine for automatically detecting the at least one signal in the electromagnetic environment based on the analyzed data.