METHOD AND SYSTEM FOR THE EXPERIMENTAL EVALUATION OF OPTIMIZATION ACTIONS ON A MOBILE COMMUNICATIONS NETWORK
Patent Information
- Authority / Receiving Office
- IT · IT
- Patent Type
- Designs
- Current Assignee / Owner
- TELECOM ITALIA SPA
- Filing Date
- 2024-05-27
AI Technical Summary
Existing methods for optimizing mobile communications networks fail to adequately verify the effectiveness of network configuration changes under real-world conditions, particularly in terms of Quality of Service (QoS) improvements, due to uncertainties in user distribution and traffic volumes across the territory.
A method and system for evaluating QoS changes by defining a network cell aggregate with constant coverage before and after configuration adjustments, acquiring network measurements, deriving traffic distributions, and calculating rewards based on weighted indicators to ensure consistent comparison of QoS indicators, allowing for experimental validation of network optimization actions.
Enables reliable evaluation of network configuration effectiveness by mitigating the impact of user distribution and traffic volume variations, ensuring that optimization actions result in significant QoS improvements or are reverted if unsatisfactory, thus optimizing network performance.