Embedded Systems

Design and test a swarm search system, then measure how swarm size changes convergence, localization accuracy, and search time.

Build a phone-based road anomaly detector, compare signal features, and learn how wavelets and tiny models improve road-quality tagging.

Build a textile pressure mat that tracks sleep posture and tests simple anomaly detection for apnea-like motion patterns with real sensor data.

Build a lensless crop imaging system and test reconstruction quality, field lighting tolerance, and disease detection accuracy with computer vision.

Build and test a non-contact radar sensor, then compare its heart-rate and breathing estimates against ECG ground truth.

Build a TinyML dog collar that detects seizure-like motion patterns and sends alerts, while you learn sensor fusion, classification, and IoT design.

Build a Wi-Fi CSI system to detect motion, falls, and breathing patterns while learning signal processing, ML, and privacy-aware sensing.

Build a Pi Pico temperature control project and learn model-predictive control, thermal modeling, and closed-loop tuning for PCR.

Build a federated audio classifier that spots danger sounds, compares privacy tradeoffs, and measures model accuracy without sharing raw recordings.

Build and test a wireless power link that auto-tunes resonance, then compare efficiency, range, and stability against a fixed-tuned baseline.