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 an edge computing layer; and
wherein the edge computing layer includes at least one data analysis engine;
wherein the edge computing layer further includes an inference engine;
wherein the at least one data analysis engine analyzes measured data from the electromagnetic environment to create analyzed data;
wherein the inference engine learns the electromagnetic environment and identifies relevant information for optimizing network resources from the analyzed data using statistical learning techniques and control theory;
wherein the edge computing layer is operable to use the analyzed data and the relevant information identified by the inference engine to minimize interference by improving the overall signal-to-noise-plus-interference ratio (SINR) of at least one signal in the electromagnetic environment;
wherein the edge computing layer is operable to determine a location of at least one user equipment (UE) device; and
wherein the edge computing layer includes procedures for migration and/or service continuity using edge computing host pre-allocation based on a predicted future location of the at least one UE device.
2 . The system of claim 1 , wherein the relevant information is used along with network information to identify physical layer resources required for a customer application.
3 . The system of claim 1 , wherein the edge computing layer generates at least one radio access network (RAN) command to change at least one RAN parameter.
4 . The system of claim 1 , wherein the network resources are optimized by reconfiguring at least one parameter of a core network and/or the edge computing layer associated with the network slice or the subnetwork.
5 . The system of claim 1 , wherein the edge computing layer analyzes detected signal information from the analyzed data or the measured data.
6 . The system of claim 5 , wherein the detected signal information includes a center frequency and bandwidth of at least one signal.
7 . The system of claim 6 , wherein the edge computing layer is operable to obtain statistical information and analyze possible interactions based on the center frequency and the bandwidth of each of the at least one signal to create the analyzed data.
8 . A method for dynamic spectrum utilization management in an electromagnetic environment comprising:
providing an edge computing layer in a network slice or a subnetwork;
wherein the edge computing layer includes a data analysis engine;
wherein the edge computing layer further includes an inference engine;
processing measured data from the electromagnetic environment using the data analysis engine to generate analyzed data;
applying the inference engine within the edge computing layer to the analyzed data and identifying relevant information for optimizing network resources; and
generating via the edge computing layer, data for optimizing the network resources based on the analyzed data and the relevant information identified by the inference engine;
wherein the inference engine utilizes statistical learning techniques and/or control theory to learn the electromagnetic environment and identify the relevant information;
receiving via a wireless network optimization application the data and utilizing the data to generate at least one radio access network (RAN) command; and
the at least one RAN command coordinating resource allocation between a central unit (CU) and a distributed unit (DU) for spectrum sharing.
9 . The method of claim 8 , further comprising determining channel availability in the electromagnetic environment.
10 . The method of claim 8 , further comprising providing a quality of a channel to a network operator and receiving a request for use of the channel from the network operator based on the quality of the channel.
11 . The method of claim 8 , further comprising the edge computing layer determining a location of at least one user equipment (UE) device.
12 . The method of claim 8 , further comprising providing optimization of service to at least one user equipment (UE) device based on a predicted future location of at least one UE device.
13 . The method of claim 8 , further comprising identifying physical layer resources required for a customer application using the relevant information and network information.
14 . A method for dynamic spectrum utilization management in an electromagnetic environment comprising:
providing an edge computing layer in a network slice or a subnetwork;
wherein the edge computing layer includes a data analysis engine;
wherein the edge computing layer further includes an inference engine;
processing measured data from the electromagnetic environment using the data analysis engine to generate analyzed data;
applying the inference engine within the edge computing layer to the analyzed data for identifying relevant information for optimizing network resources and learning the electromagnetic environment using statistical learning techniques and control theory;
generating via the edge computing layer, data for optimizing the network resources based on the analyzed data and the relevant information identified by the inference engine;
receiving via a wireless network optimization application the data and utilizing the data to generate at least one radio access network (RAN) command; and
the at least one RAN command coordinating resource allocation between a central unit (CU) and a distributed unit (DU) for spectrum sharing;
wherein the relevant information for optimizing network resources is required by a customer application to reach customer goals.
15 . The method of claim 14 , further comprising determining channel availability in the electromagnetic environment.
16 . The method of claim 14 , further comprising providing a quality of a channel to a network operator and receiving a request for use of the channel from the network operator based on the quality of the channel.
17 . The method of claim 14 , further comprising the edge computing layer providing procedures for migration and/or service continuity based on a predicted future location of at least one user equipment (UE) device.
18 . The method of claim 14 , further comprising creating a relocation group including at least one edge computing host pre-configured to run the customer application.