Dynamic Spectrum Management Using RF Sensing and MEC Analytics
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Solution Overview
Problem
Effective spectrum management is hindered by the diverse range of wireless devices operating at different frequencies and technological standards, and the growing demand for spectrum exceeds the finite available resources, necessitating efficient utilization and optimization.
Innovation Solution
A system comprising a single chip, chipset, or circuit board with sensor units and RF analysis engines for real-time dynamic spectrum management, integrating with a Multi-Access Edge Computing (MEC) layer to optimize network resources by analyzing physical layer data and creating actionable data for network resource allocation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If wireless technologies and applications grow exponentially to meet growing needs, then service capability and user demand are improved, but spectrum availability becomes insufficient due to finite resources
Solution Approach 1:
The patent implements dynamic spectrum allocation where the system continuously monitors spectrum usage and automatically reallocates frequency resources based on current network conditions and service demands. This dynamic approach allows the finite spectrum to be adaptively shared among multiple services and applications, enabling exponential growth in service capability without requiring proportionally more spectrum resources.
Solution Approach 2:
The system changes spectrum allocation parameters in real-time by adjusting frequency assignments, bandwidth allocations, and power spectral density based on monitored usage patterns. This parameter optimization enables more efficient utilization of available spectrum, supporting growing service demands while maintaining constraints on total spectrum availability.
2Adaptability or versatility
If multiple devices operate at different frequencies and technological standards, then device diversity and service variety are improved, but spectrum management complexity increases
Solution Approach 1:
The patent creates a universal spectrum management system that handles multiple device types, frequency ranges, and technological standards through a single integrated platform. This universal system provides common monitoring, analysis, and allocation functions that work across diverse devices and standards, reducing management complexity while maintaining support for device diversity.
Solution Approach 2:
The system introduces an intermediary spectrum management layer between diverse devices and the spectrum resource pool. This intermediary translates various device requirements into standardized allocation decisions, simplifying the management of heterogeneous devices operating at different frequencies and standards through a unified control mechanism.
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.