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 optimization of spectrum utilization in an electromagnetic environment, comprising:
at least one data analysis engine operable to analyze measured data from the electromagnetic environment to create analyzed data that contains at least two wireless signals; and
at least one detection engine operable to create a mask by analyzing the measured data over time;
wherein the at least one detection engine is operable to use the mask to highlight at least one unexpected signal to identify interference between the at least two wireless signals.
2 . The system of claim 1 , further comprising at least one interference mitigation engine using a machine learning (ML) algorithm to predict interference patterns based on the analyzed data.
3 . The system of claim 2 , wherein the at least one interference mitigation engine dynamically adjusts signal parameters based on the interference between the at least two wireless signals and the predicted interference patterns.
4 . The system of claim 1 , further comprising at least one multi-network orchestration module operable to coordinate allocation of spectrum resources for at least two wireless networks associated with the at least two wireless signals.
5 . The system of claim 1 , wherein the at least two wireless signals include at least one 4G, 5G, and/or 6G signal.
6 . The system of claim 1 , further comprising at least one multi-network orchestration module operable to prioritize network traffic based on demand.
7 . The system of claim 1 , further comprising at least one multi-network orchestration module operable to allocate spectrum resources based on real-time network traffic demands and quality of service (QoS) requirements.
8 . The system of claim 1 , further comprising at least one smart contract engine operable to utilize blockchain technology to facilitate dynamic spectrum leasing and sharing between at least two telecommunication operators associated with the at least two wireless signals.
9 . A system for optimization of spectrum utilization in an electromagnetic environment, comprising:
at least one user-centric spectrum management module; and
at least one detection engine operable to create a mask by analyzing measured data from the electromagnetic environment containing at least two wireless signals over time;
wherein the at least one detection engine uses the mask to highlight at least one unexpected signal to identify interference between the at least two wireless signals; and
wherein the user-centric spectrum management module prioritizes bandwidth allocation for critical customers and/or applications.
10 . The system of claim 9 , wherein the at least two wireless signals include at least one 4G, 5G, and/or 6G signal.
11 . The system of claim 9 , wherein the at least one user-centric spectrum management module is operable to allocate spectrum resources.
12 . The system of claim 9 , further comprising at least one smart contract engine operable to utilize blockchain technology to facilitate dynamic spectrum leasing and sharing between at least two telecommunication operators associated with the at least two wireless signals.
13 . The system of claim 9 , wherein the at least one user-centric spectrum management module is operable to personalize network performance enhancements.
14 . The system of claim 13 , wherein the personalized network performance enhancements are based on at least one user need.
15 . The system of claim 14 , wherein the at least one user need includes low-latency connections and/or high-bandwidth requirements.
16 . A method for optimization of spectrum utilization in an electromagnetic environment comprising:
monitoring the electromagnetic environment to create measured data with at least one sensor;
creating a mask by analyzing the measured data over time with at least one detection engine; and
highlighting at least one unexpected signal to identify interference between at least two wireless signals based on the mask.
17 . The method of claim 16 , further comprising dynamically adjusting at least one training model based on feedback from the electromagnetic environment using an embedded artificial intelligence (AI) agent of at least one data analysis engine.
18 . The method of claim 16 , further comprising using blockchain technology to manage dynamic spectrum leasing between at least two telecommunication operators via at least one smart contract engine.
19 . The method of claim 18 , wherein the at least one smart contract engine allocates spectrum based on traffic load, signal quality, and financial terms.
20 . The method of claim 18 , wherein the at least one smart contract engine manages predefined agreements between the at least two telecommunication operators.