SkillsLib.ai

RF Propagation Analyzer

Analyze RF coverage, model propagation, and solve radio link problems

3.7(6 reviews)
100+ downloads
Updated Nov 2026

What You Can Do

Model how radio waves propagate through environments using empirical and theoretical approaches. Calculate link budgets, predict signal strength at specific locations, and diagnose coverage gaps using measurement data. Claude analyzes your propagation models, suggests optimizations, and interprets measurement results in the context of standard RF theory.

Features

Link Budget Calculation

Compute transmitter power, antenna gains, path loss, and receiver sensitivity to determine signal margins and coverage limits.

Propagation Model Selection

Choose appropriate models (Friis, log-distance, Okumura-Hata, ITM, or empirical) based on frequency, environment, and distance.

Path Loss Analysis

Calculate expected signal attenuation using theoretical formulas and compare against field measurements to validate or adjust models.

Coverage Prediction

Generate signal strength estimates across a service area, identify dead zones, and recommend transmitter placement or power adjustments.

Measurement Data Interpretation

Parse field survey data and correlate real measurements with model predictions to calibrate models for your specific environment.

Fade Margin and Availability

Calculate acceptable fade margins for link reliability, account for weather effects, and compute system availability percentages.

Antenna and Gain Optimization

Analyze antenna placement, gain configurations, and directional patterns to improve link performance and coverage efficiency.

Example Output

Link Budget Analysis

Scenario: 2.4 GHz WiFi at 100m indoor office

  • Transmitter power: 20 dBm
  • Path loss (log-distance, n=3.5): 87 dB
  • Antenna gain (TX): 5 dBi, (RX): 2 dBi
  • Received power: 20 + 5 + 2 - 87 = -60 dBm
  • Receiver sensitivity: -80 dBm
  • Link margin: 20 dB (healthy)

Coverage Recommendation

Your measurement shows -85 dBm at 200m, but Okumura-Hata predicts -75 dBm. The difference suggests attenuation from building materials. Recommend: relocate transmitter 30m closer or add 6 dBi gain antenna.

Fade Margin Calculation

For 99.9% availability over 10 km LOS microwave link with 3mm/hr rain, you need 22 dB fade margin but have 18 dB link margin. Action: increase transmit power by 4 dB or boost RX antenna gain.

What's Included

  • Propagation Model Library: Reference implementations of Friis equation, log-distance model, Okumura-Hata, ITM, and empirical path loss formulas.
  • Link Budget Calculator: Step-by-step guidance to compute margins from transmitter specs, cable losses, antenna gains, and receiver sensitivity.
  • Measurement Analysis Tool: Framework for processing field data, fitting models to measurements, and detecting anomalies or environmental factors.
  • Coverage Planning Workflow: Decision tree for site survey design, data collection, and recommendations for transmitter placement or power optimization.
  • Troubleshooting Guide: Root cause analysis for weak signals, dead zones, interference, and multipath effects with mitigation strategies.

Who It's For

  • RF Design Engineer
  • Wireless Network Planner
  • Site Survey Technician
  • Telecom Systems Engineer

Best For

  • Link budget calculations for point-to-point microwave or radio links
  • Indoor and outdoor coverage prediction and planning
  • Interpreting and validating field measurement data
  • Troubleshooting weak signal and dead zone issues
  • Selecting propagation models for site-specific environments

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