wifi-signal-prediction/docs/slides/02_evaluation.md

System Evaluation

Testing Methodology

1. Signal Propagation Accuracy

• Physics-based validation against theoretical models
• Material attenuation verification
• Multi-path signal handling assessment

2. Spatial Resolution Testing

• Grid density analysis (0.1m resolution)
• Edge case handling at material boundaries
• Signal interpolation accuracy

3. Performance Metrics

• Computation time for different building sizes
• Memory usage optimization
• Visualization rendering speed

4. Visualization Quality

• Heatmap clarity and readability
• Material overlay effectiveness
• Access point marker visibility
• Legend and label readability

5. System Robustness

• Multiple AP configurations
• Complex building layouts
• Various material combinations
• Edge case handling