Automated Degradation Detection and Cell Performance Evaluation for 5G Networks
Intelligent Cell Health & Degradation Analysis
In 5G networks, cell degradation rarely occurs suddenly. It develops gradually — small, persistent declines in throughput, signal quality, or resource utilization that individually appear insignificant but collectively erode network performance and compromise SLA commitments. RAN Cell Degradation Detection rApp is purpose-built to identify these patterns early, enabling operators to act decisively before degradation reaches the end user.
Calculates a weighted composite score (0–100) per cell with a 5-tier classification — providing a clear and measurable assessment of each cell's operational health.
Identifies performance decline using three distinct detection rules — ensuring no degradation pattern goes undetected.
Deployed within the Unified Network Management System alongside other rApps through a single portal.
"Detect degradation before it reaches your users — from subtle KPI shifts to silent multi-dimensional deterioration, no pattern goes unnoticed."
— RAN Cell Degradation Detection PlatformComprehensive RAN cell health monitoring and degradation intelligence
Weighted composite score (0–100) per cell using 9 KPIs with 5-tier classification for clear health assessment.
Detects score drops over 7 days, low scores with declining trends, and multi-KPI silent degradation simultaneously.
Live dashboard with degradation alerts, cell summary, KPI trend charts, and interactive network map.
Groups KPIs into Availability, Performance, Capacity, and RF Condition for targeted issue identification.
Time-series with P50, P90, P95 percentile bands and anomaly highlighting.
Built on 3GPP and O-RAN standards with R1 service interfaces.
Deployed within the Unified Network Management System.
Four dimensions of cell performance intelligence
Monitors cell availability, setup success rates, and handover performance to detect operational failures early.
Tracks throughput degradation and latency increases across downlink and uplink dimensions.
Evaluates PRB utilization and active UE counts to detect capacity saturation before it impacts service.
Continuously assesses signal quality metrics to identify RF-level degradation affecting user experience.
Identify degrading cells early, evaluate performance with precision, and maintain the service quality your 5G network demands.