RF Optimizer KPI Analyzer with Excel Upload
The 4G/5G RF Optimizer & KPI Root Cause Analyzer is a smart telecom analysis tool designed to help RF engineers, protocol testers, RAN engineers, and telecom learners identify weak KPI areas in LTE and 5G networks. It analyzes important KPIs such as RSRP, RSRQ, SINR, CQI, MCS, BLER, throughput, mobility, retainability, accessibility, RACH success, handover success, drop rate, RLF, SRS, fading, latency, and packet loss.
The tool works in two ways: users can either manually enter KPI values or upload an Excel/CSV report. After reading the input, the tool automatically detects relevant KPI columns, calculates health scores, identifies the deepest problem area, and provides likely root-cause analysis with practical optimization suggestions.
It helps users understand whether the issue is related to coverage, interference, mobility, throughput, accessibility, retainability, fading, uplink quality, or network load. This makes it useful for drive-test analysis, RF optimization, 4G/5G troubleshooting, KPI reporting, and interview preparation.
4G / 5G RF Optimizer & KPI Root Cause Analyzer
Upload Excel/CSV KPI reports or enter values manually. The tool detects only real KPI columns from the file, ignores empty Excel columns, finds weak KPI areas and gives root-cause analysis with optimization actions.
1) Upload Excel / CSV KPI File
Supports .xlsx, .xls and .csv. The tool scans sheets, finds the best header row and shows only detected KPI columns.
No file uploaded.
Only detected Excel columns are shown below. Empty columns like __EMPTY are ignored automatically.
2) Manual KPI Input
Use this when you do not have a KPI file.
KPI Diagnosis Table
| KPI Area | Status | Analysis | Score |
|---|
Deep KPI Trend Overview
After Excel upload, this section shows trend charts for detected deep/important KPIs such as RSRP, SINR, BLER, DL Throughput, RACH, Handover and Drop Rate. This helps identify whether the KPI is stable, improving or degrading across the report rows.
Worst Rows / Cells from Uploaded File
| # | Cell / PCI | RSRP | SINR | BLER | DL Mbps | Detected Issue |
|---|---|---|---|---|---|---|
| Upload and analyze a file to see weak rows/cells. | ||||||