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EMJ37403 ARTIFICIAL INTELLIGENCE FOR MECHATRONICS ENGINEERING
Semester 2 2024/2025

An intelligent Driver Drowsiness Detection and Alert System built using fuzzy logic principles in MATLAB

⚠️ Why this system matters:
Driver fatigue is one of the leading causes of road accidents globally. Traditional systems rely on fixed thresholds, which often fail to account for subtle variations in human behavior. This project offers a smarter, more adaptive solution.

🧩 How it works:
Our system evaluates two key behavioral parameters:

Eye Blink Rate (EBR) – measured in blinks per minute

Steering Pattern Stability (SPS) – measured as a percentage

Using fuzzy logic, these imprecise inputs are processed through:
✅ Triangular membership functions
✅ 9 rule-based IF-THEN logic conditions
✅ Mamdani inference system
✅ Centroid defuzzification

💻 Tools used:

MATLAB Fuzzy Logic Toolbox

Real-time simulations using test data

🎓 Mechatronics Engineering | UniMAP