Cellular Spectrum Allocation Using Neighbor Base Station Feedback
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Solution Overview
Problem
Cellular network providers face challenges in optimizing the limited radio frequency spectrum allocation to mobile devices, leading to inefficiencies and potential interference, especially in dynamic network environments.
Innovation Solution
Implementing a dynamic spectrum allocation system that utilizes real-time spectrum utilization data from neighboring base stations to optimize frequency assignments, leveraging machine learning and artificial intelligence for intelligent decision-making.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If static spectrum allocation is used, then device complexity is reduced, but spectrum utilization efficiency deteriorates
Solution Approach 1:
The patent implements dynamic spectrum allocation where base stations continuously monitor spectrum utilization data from neighboring base stations and adjust frequency assignments in real-time based on current network conditions, transforming the static spectrum management approach into a dynamic adaptive system that optimizes spectrum utilization efficiency
Solution Approach 2:
The system establishes a feedback mechanism where base stations periodically receive spectrum utilization data from neighboring base stations and use this feedback information to make informed spectrum assignment decisions, creating a closed-loop control system that continuously improves spectrum efficiency
2Reliability
If real-time spectrum monitoring from neighboring base stations is implemented, then interference is reduced, but network complexity increases
Solution Approach 1:
The patent merges spectrum monitoring functions across multiple neighboring base stations, allowing them to share spectrum utilization data and coordinate frequency assignments collectively, which reduces individual base station complexity while improving overall network reliability through coordinated interference management
Solution Approach 2:
The system implements a universal spectrum data collection mechanism where base stations serve multiple functions: they monitor their own spectrum usage, collect data from neighboring base stations, analyze combined information, and make coordinated assignment decisions, reducing the need for dedicated specialized components
3Productivity
If frequent spectrum assignment updates are performed, then spectrum efficiency is improved, but signaling overhead increases
Solution Approach 1:
The patent implements periodic spectrum monitoring and assignment updates at optimized intervals, where base stations periodically collect spectrum utilization data from neighbors and perform assignments only when significant changes in spectrum conditions are detected, balancing spectrum efficiency improvements with reduced signaling overhead compared to continuous updates
Data Source
AI summary
A computer-implemented method for managing radio spectrum in a cellular network including periodically analyzing a local spectrum utilization data to determine spectrum use levels at the local base station. The method may include periodically receiving, at the local base station, neighbor spectrum utilization data from at least one neighbor base station in the cellular network. The neighbor spectrum utilization data is associated with spectrum use levels at the at least one neighbor base station. The method may include receiving a spectrum assignment request from a mobile computing device and, in response, determining a spectrum assignment for the mobile computing device based on at least one of the neighbor spectrum utilization data and local spectrum utilization data. The method may include transmitting the spectrum assignment to the mobile computing device.