SINTROPIASINTROPIA/Research Lab

Ideas & Experiments

Research Lab

Experiments, technical findings, and concepts — from physics to intelligence.

3 articles

Apr 2025RF & Signal

Passive Drone Detection via RF Fingerprinting

Exploring how unique RF emission patterns from commercial drones can be used to identify and classify UAVs without active radar — leveraging SDR hardware and lightweight ML models.

RFSDRUAVMLSignal Processing
Mar 2025Physics

Electromagnetic Shielding in Compact Systems

An analysis of Faraday shielding techniques applied to small-form-factor electronics — trade-offs between weight, attenuation, and thermal management in real-world deployments.

EMIShieldingHardwareElectronicsPhysics
Feb 2025AI / Embedded

Running Inference at the Edge: Constraints and Strategies

Deep dive into deploying quantized neural networks on microcontrollers — benchmarks, memory pressure, and practical approaches for real-time classification under 1MB of flash.

TinyMLEmbeddedAIMCUQuantization