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 Multi-Access Edge Computing (MEC) layer in a network slice, 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 configured to obtain statistical information and analyze possible interactions based on a center frequency and a bandwidth of the at least one signal in the electromagnetic environment to create analyzed data;
wherein the wireless network resource optimization application is configured to optimize network resources by modifying at least one physical layer parameter 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 analyzed data includes a vector ensemble class for at least one signal; and
wherein the wireless network resource optimization application includes a detection engine for automatically detecting at least one signal in the electromagnetic environment based on the analyzed data.
2 . The system of claim 1 , further comprising a RAN interface configured to provide resource allocation recommendations.
3 . The system of claim 1 , wherein one or more of the at least one sensor is included in at least one spectrum monitoring unit, wherein the at least one spectrum monitoring unit includes at least one processor and a memory, at least one receiver, and the one or more of the at least one sensor.
4 . The system of claim 1 , wherein the at least one sensor includes at least one antenna, at least one antenna array, at least one radio server, and/or at least one software defined radio.
5 . The system of claim 1 , wherein the wireless network resource optimization application is configured to activate an alarm.
6 . The system of claim 1 , wherein the core network is configured to provide aggregated traffic policies and/or quality of service (QoS) recommendations.
7 . The system of claim 1 , wherein the wireless network resource optimization application creates actionable data based on the analyzed data in real time or in near-real time and/or the at least one sensor monitors the electromagnetic environment in real time or near-real time and creates the measured data in real time or near-real time.
8 . A method for dynamic spectrum utilization management in an electromagnetic environment comprising:
providing a Multi-Access Edge Computing (MEC) layer in a network slice, wherein the MEC layer is in communication with a radio access network (RAN) and a core network;
monitoring at least one signal of the electromagnetic environment using at least one sensor to create measured data;
providing a wireless network resource optimization application in the MEC layer configured obtain statistical information and analyze possible interactions based on a center frequency and a bandwidth of the at least one signal in the electromagnetic environment to to create analyzed data;
optimizing network resources by modifying at least one physical layer parameter 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 analyzed data includes a vector ensemble class for at least one signal of interest; and
the wireless network resource optimization application including a detection engine for automatically detecting at least one signal in the electromagnetic environment based on the analyzed data.
9 . The method of claim 8 , further comprising a MEC orchestrator using the analyzed data provided by the network optimization application to allow a MEC application to generate RAN commands to change RAN parameters.
10 . The method of claim 8 , wherein one or more of the at least one sensor is included in a base station.
11 . The method of claim 8 , wherein one or more of the at least one 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 sensor.
12 . The method of claim 8 , wherein the at least one sensor includes at least one antenna, at least one antenna array, at least one radio server, and/or at least one software defined radio.
13 . The method of claim 8 , further comprising activating an alarm based on the analyzed data.
14 . The method of claim 8 , wherein actionable data for optimizing network resources is created in real time or in near-real time and/or the at least one sensor monitors the electromagnetic environment in real time or near-real time and creates the measured data in real time or near-real time.
15 . A system for dynamic spectrum utilization management in an electromagnetic environment comprising:
a Multi-Access Edge Computing (MEC) layer in a network slice, 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 analyze possible interactions based on a center frequency and the bandwidth of a at least one signal in the electromagnetic environment to create analyzed data;
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 the measured data is relevant to satisfying customer goals;
wherein the analyzed data includes creating a vector ensemble class for at least one signal; and
wherein the at least one data analysis engine includes a detection engine for automatically detecting at least one signal in the electromagnetic environment based on the analyzed data.
16 . The system of claim 15 , wherein the wireless network resource optimization application is configured to activate an alarm based on the analyzed data.
17 . The system of claim 15 , wherein the wireless network resource optimization application is configured to optimize network resources by modifying at least one physical layer parameter of customer devices and applications.
18 . The system of claim 15 , further comprising a MEC orchestrator using the analyzed data provided by the network optimization application to allow a MEC application to generate RAN commands to change RAN parameters.