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wifi-signal-prediction/docs/slides/slide1_system_architecture.txt
2025-07-19 10:55:31 +05:30

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Slide 1: System Architecture
System Components
1. Data Collection Module
• WiFi Data Collector: Simulates signal strength measurements
• Material Physics Engine: Models signal attenuation through different materials
• Sampling Grid: High-resolution 200x120 point sampling
2. Physics Simulation
• Material Properties:
- Concrete, Glass, Wood, Drywall
- Each with specific permittivity and conductivity values
- Thickness-based attenuation modeling
3. Visualization System
• Building Layout Engine
- Material Grid System (0.1m resolution)
- Complex Office Layout Support
- Multi-layer Material Handling
• Signal Visualization
- Heatmap Generation
- Gaussian Interpolation
- Material Overlay System
- Access Point Markers
4. Data Flow
1. Building Layout Definition → Material Grid
2. AP Placement → Signal Source Points
3. Physics-based Signal Propagation
4. Data Collection & Processing
5. Visualization Generation