Wireless Device Configuration Optimization via Dynamic Feedback
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Solution Overview
Problem
User devices often deactivate 5G capabilities due to poor network experiences, leading to suboptimal configuration settings even when returning to areas with strong 5G coverage, which reduces the adoption of advanced services like VoNR and VoWiFi.
Innovation Solution
A system and method to identify user devices with modified wireless communication technology configurations and instruct them to operate using an optimized configuration by analyzing performance data and device capabilities, dynamically managing configurations to enhance user experience.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If user devices deactivate 5G capabilities due to poor network experiences, then device reliability is improved, but network experience and service penetration are worsened
Solution Approach 1:
The system continuously monitors network performance metrics (throughput, latency, signal strength) and device configuration states, then feeds this information back to dynamically adjust device settings. When a device deactivates 5G due to poor experience, the system detects this through performance data and automatically restores optimized 4G/5G configurations when conditions improve, creating a closed-loop feedback mechanism that resolves the contradiction between reliability and network experience.
Solution Approach 2:
The device configuration is made dynamic rather than static. The system automatically adjusts wireless communication technology settings (4G/5G selection, voice over WiFi enablement) based on real-time network conditions and device capabilities. This dynamic adaptation allows devices to switch between configurations optimally, maintaining both reliability and network experience without manual user intervention.
2Stability of the object's composition
If user devices remain in modified configuration after poor network experience, then device stability is maintained, but adaptability to improved network conditions is worsened
Solution Approach 1:
The system performs preliminary analysis of network conditions, device capabilities, and performance metrics before making configuration changes. By proactively identifying when a device should be in a particular configuration state based on predicted network quality and device needs, the system prepares optimal settings in advance, then executes transitions smoothly when conditions change, maintaining stability while enabling rapid adaptation.
Solution Approach 2:
The device configuration management operates autonomously without requiring user input or manual settings changes. The system self-monitors network performance, self-diagnoses configuration optimality, and self-adjusts wireless settings automatically. This self-service capability allows the device to adapt to changing network conditions independently while maintaining stable operation, resolving the contradiction between stability and adaptability.
3Ease of operation
If manual configuration modification is allowed by users, then ease of operation is improved, but device complexity increases
Solution Approach 1:
The system provides self-service configuration management that automatically handles complex wireless settings without user intervention. Users simply select their preferred communication mode (e.g., enable/disable WiFi), and the system manages the underlying complexity of 4G/5G selection, voice over WiFi configuration, and network optimization autonomously. This eliminates the need for users to manually configure complex parameters while maintaining ease of operation through simple high-level controls.
Data Source
AI summary
The technology described herein improves management of the optimization of a device configuration associated with one or more wireless communication technologies. An analysis is performed using performance data and device capability information for a plurality of user devices. An optimal device configuration associated with one or more wireless communication technologies is determined for one or more identified user devices of the plurality of user devices. The one or more identified user devices are instructed to operate using the determined optimized device configuration.