Mirco Rosa

🖥️ Full Stack Engineer @Murata ID Solutions 🇮🇹🇯🇵

🎓 Industrial PhD in Industrial Engineering @Unipr
🎓 MSc in Computer Engineering @Unipr

@LinkedIn   @GitHub  

Projects

RFID Software-Based Shielding

Novel machine learning approach for accurate inventory in fashion retail stores.

DomoShapes

Home automation framework based mainly on CoAP and Firebase, capable of running on Raspberry Pi, Android, Wear OS and more.

IoT Sidecar Object

Digital Twin framework capable of mirroring states and commands of real or virtual objects to one or more cloud services.

MuSA HAR

Human Activity Recognition system that uses CNNs to process wearable sensors data, developed @Unipr during the Artificial Intelligence course.

IoT Cloud

End-to-end bridge architecture between local IoT nodes and internet-connected Android devices.

DEUS

Added multithreading support to the Discrete Event Simulator developed by the DSG Group @Unipr.

IoT Smart Parking

Fully-fledged network infrastructure for a smart parking lot, based on CoAP.

Ant AI

Educational game on artificial intelligence and machine learning.

Secure Datagram Socket

Simple network security library based on Diffie-Hellman key exchange scheme, AES and more.

Arff Generator

Library for quick generation of .arff files, used by the WEKA machine learning software.

Publications

Software-Based Shielding: a machine learning approach to address RFID inventory accuracy in retail stores

University of Parma, 2024.

Application and testing of RFID Software-Based Shielding in real fashion retail stores

International Journal of RF Technologies, 2023.

RFID software-based shielding: Implementation of further approaches under varying surrounding conditions

International Journal of RF Technologies, 2022.

A review of RFID based solutions for indoor localization and location-based classification of tags

XXVI Summer School “Francesco Turco” – Industrial Systems Engineering, 2021.

A Sidecar Object for the Optimized Communication Between Edge and Cloud in Internet of Things Applications

Future Internet, 2019.