RF Environment Sensing for Dynamic Spectrum Resource Allocation

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Solution Overview

Problem

Existing spectrum management systems face challenges in efficiently utilizing finite wireless communication spectrum due to diverse device frequencies, technological standards, and varying global regulations, leading to suboptimal resource allocation and management.

Innovation Solution

A system comprising a single chip or circuit board with integrated sensor units and RF analysis engines for real-time electromagnetic environment monitoring, capable of extracting physical layer data to optimize network resources through dynamic spectrum sharing, utilizing AI agents for pattern recognition and customer-defined policies.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If traditional spectrum management systems are used to regulate wireless frequencies, then spectrum usage can be managed over a long period, but resource allocation becomes suboptimal and management efficiency deteriorates

Engineering Contradiction:

Improvespectrum management efficiencyVSAvoidtime for spectrum optimization

Core Design Contradiction:

ProductivityVSLoss of time

Solution Approach 1:

The patent implements dynamic spectrum management by enabling real-time sensing of RF environments, continuous analysis of physical layer data, and adaptive adjustment of spectrum allocation based on current network conditions and AI-driven insights, transforming static long-term regulation into dynamic real-time optimization

Inventive Principle:

Principle #15Dynamics

Solution Approach 2:

The system establishes closed-loop feedback mechanisms where sensor units continuously monitor spectrum usage, AI agents analyze the collected data to identify optimization opportunities, and the system automatically adjusts spectrum allocation based on this feedback, enabling continuous improvement of resource utilization

Inventive Principle:

Principle #23Feedback

2Adaptability or versatility

If finite spectrum resources are shared among diverse devices with different frequencies and standards, then spectrum availability increases, but interference detection and resource allocation precision deteriorate

Engineering Contradiction:

Improvespectrum sharing capabilityVSAvoidinterference detection accuracy

Core Design Contradiction:

Adaptability or versatilityVSMeasurement precision

Solution Approach 1:

The patent deploys distributed sensor units at multiple locations throughout the network environment, each capable of independently sensing and analyzing local RF conditions. This allows precise detection of interference at specific locations while maintaining overall spectrum sharing across diverse devices and standards

Inventive Principle:

Principle #3Local quality

Solution Approach 2:

The system segments the spectrum management function into independent sensor units, RF analysis engines, and AI agents that can process and analyze specific frequency bands or device types separately, enabling precise interference detection for each segment while maintaining coordinated spectrum sharing across the entire network

Inventive Principle:

Principle #1Segmentation

Data Source

PatentUS12604200B2System, method, and apparatus for providing optimized network resources

Publication Date: 2026.04.14 DIGITAL GLOBAL SYSTEMS INC

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.