Wireless Network Resource Optimization Through Dynamic Spectrum Allocation
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Solution Overview
Problem
Current spectrum management technologies face challenges in efficiently managing the growing number of devices emitting wireless signals across various frequencies and technological standards, leading to difficulties in optimizing the finite available spectrum.
Innovation Solution
The implementation of a system that includes monitoring sensors, a Multi-Access Edge Computing (MEC) layer, and a wireless network resource optimization application. This system analyzes data from monitoring sensors to detect signals of interest, learns the electromagnetic environment, and optimizes network resources by reallocating spectrum and adjusting physical layer parameters.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If the number of wireless devices and spectrum users increases, then the coverage and service capability improve, but the spectrum resource scarcity and interference problems worsen
Solution Approach 1:
The patent implements dynamic spectrum allocation where the system continuously monitors spectrum usage and automatically adjusts resource allocation in real-time based on current network conditions and service demands, transforming static spectrum assignment into a dynamic adaptive process that optimizes resource utilization as devices are added or removed
Solution Approach 2:
The system changes spectrum allocation parameters dynamically by adjusting frequency assignments, bandwidth allocations, and power levels based on real-time analysis of spectrum occupancy and interference patterns, allowing the same physical spectrum to be reconfigured for different services and device types as needed
2Reliability
If spectrum management regulations are made more comprehensive to handle diverse devices and standards, then the management effectiveness improves, but the implementation complexity and time required worsen
Solution Approach 1:
The patent implements self-service spectrum management where the system automatically performs spectrum analysis, interference detection, and resource allocation without requiring manual configuration or intervention, with the network infrastructure itself generating and executing management decisions based on embedded sensors and algorithms
Solution Approach 2:
The system incorporates continuous feedback loops where spectrum sensors monitor electromagnetic environments, analysis engines process the data to detect interference and optimize allocation, and the results feed back into automatic reconfiguration of spectrum resources, creating a closed-loop system that continuously improves management effectiveness
3Productivity
If the spectrum allocation is optimized for specific applications, then the application performance improves, but the adaptability to other applications and environmental changes worsens
Solution Approach 1:
The patent creates dynamically adaptable spectrum allocation that can shift resources between different applications and services in real-time based on changing environmental conditions and service priorities, allowing the system to optimize for current needs while maintaining flexibility to adapt to future changes without manual reconfiguration
Data Source
AI summary
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.