QEMWS Quantum Radar - Complete Guide

This repository implements the research pipeline for the QEMWS Quantum Radar - Complete Guide project, developed by the Runtime-Slayers research group.

---

📊 Pipeline Architecture

The flowchart below visualizes the methodology and execution sequence implemented in this project:

graph TD
    subgraph Quantum Layer
        A["Quantum State / Qubit Initialization"] --> B["Channel Transmission & Perturbations"]
    end
    subgraph Information Processing
        B --> C["Quantum Error Correction<br>Topological Surface Code / BB84 Protocol"]
        C --> D["Tamper Detection / Measurement Statistics"]
    end
    subgraph System Validation
        D --> E["Secure Key Rate & Fidelity Assessment"]
    end

Loading

---

🔍 Abstract & Research Context

---

📊 Key Evaluation Metrics

Measurement	Free Space (Observer Only)	Target Present
Purity	High (>0.95)	Low (<0.85)
Entropy	Low (~0)	High (>0.5)
Phase	Random	Specific shifts
Decoherence	Normal rate	Accelerated
Fidelity	High (~0.98)	Degraded (<0.85)

---

📁 Repository Structure

The project directory consists of the following core structures:

• code/ — Pipeline execution scripts and model training modules
• figures/ — Plots, charts, and visualizations generated by the pipeline
• validation/ — Automated test metrics and results
• physics_video
• visualization
• documentary
• run_demo.py
• documentation
• qemws_core
• requirements.txt
• config
• demo_results.json
• cad_output
• cad_models
• tests
• simulation
• generate_observer_effect_report.py
• quantum_verification
• visualizations
• setup.py
• launch.py
• QUANTUM_OBSERVER_EFFECT_SOLUTION.md
• .gitignore
• cad_simulations
• gui
• kaggle_demo
• COPYRIGHT
• defensenet_integration
• main.py
• demos
• SECURITY.md
• paper.pdf — Compiled research manuscript
• README.md — Project documentation and setup guide

---

🚀 Setup and Usage

Prerequisites

• Python 3.8 or higher
• Pip package manager

Installation

1. Clone this repository:

   git clone https://github.com/Runtime-Slayers/quantum-radar.git
   cd quantum-radar

2. Install dependencies:

   pip install -r requirements.txt

Running the Analysis

To run the primary analysis pipeline and regenerate all models, figures, and metrics:

python code/*.py

(Look in the code/ directory for specific pipeline execution files)

---

📄 License and Copyright

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

© 2026 Runtime-Slayers / Bhavanam Rajendra Reddy et al. All rights reserved.