Cyber-Physical and IoT Systems Design · University of Verona

Research interests

Human activity recognition · Wireless sensing · Contactless health monitoring · Internet of Things · Active and Assisted Living

Cristian Turetta is a research assistant at the University of Verona and a member of IoT4Care. He received his BSc and MSc degrees in Computer Science and Engineering from the University of Verona in 2017 and 2020. His early research focused on Active and Assisted Living, Internet of Things systems and IoT security, and has since developed into a broader programme on wireless and contactless sensing for people and their environment.

His work spans low-cost body-area networks and Bluetooth sensing, WiFi Channel State Information, smart-home platforms and machine-learning methods for human activity recognition and occupancy sensing. A recurring objective is to extract useful information from sensing infrastructure that is inexpensive and deployable in ordinary environments rather than requiring specialised motion-capture laboratories.

More recent research investigates contactless physiological and behavioural sensing, including mmWave radar for breathing-rate estimation, WiFi-based sensing and lightweight models for fall detection. Cristian has collaborated extensively with Graziano Pravadelli and Florenc Demrozi on IoT4Care research concerning daily-life assistance, healthcare monitoring and Parkinson’s disease, and contributes to the group’s transition from wearable sensing toward multimodal and contactless systems.

Projects

  1. ADA

    2017 – 2019

    ADA: An IoT-based virtual coaching platform for assisting daily life activities of ageing persons with Down syndrome.

    A multidisciplinary IoT and virtual-coaching project for supporting autonomy and healthy ageing in people with Down syndrome, combining unobtrusive smart objects, personalised data analytics and daily-life coaching.

    IoT4Care

Publications

2025

  1. A Lightweight CNN for Real-Time Pre-Impact Fall Detection

    Cristian Turetta, Muhammad Toqeer Ali, Florenc Demrozi, Graziano Pravadelli

    DATE

2024

  1. Artifact: WirelessEye - Seeing over WiFi Made Accessible

    Philipp H. Kindt, Cristian Turetta, Florenc Demrozi, Alejandro Masrur, Graziano Pravadelli, Samarjit Chakraborty

    PerCom Workshops

  2. Environmental Microchanges in WiFi Sensing

    Cristian Turetta, Philipp H. Kindt, Alejandro Masrur, Samarjit Chakraborty, Graziano Pravadelli, Florenc Demrozi

    DATE

  3. ICT-Based Solutions for Alzheimer's Disease Care: A Systematic Review

    Muhammed Toqeer Ali, Cristian Turetta, Florenc Demrozi, Graziano Pravadelli

    IEEE Access

  4. SHPIA 2.0: An Easily Scalable, Low-Cost, Multi-purpose Smart Home Platform for Intelligent Applications

    Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

    SN Comput. Sci.

  5. WirelessEye - Seeing over WiFi Made Accessible

    Philipp H. Kindt, Cristian Turetta, Florenc Demrozi, Alejandro Masrur, Graziano Pravadelli, Samarjit Chakraborty

    PerCom Workshops

2023

  1. A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition

    Florenc Demrozi, Cristian Turetta, Fadi Al Machot, Graziano Pravadelli, Philipp H. Kindt

    CoRR

  2. A Low-Cost Wireless Body Area Network for Human Activity Recognition in Healthy Life and Medical Applications

    Florenc Demrozi, Cristian Turetta, Philipp H. Kindt, Fabio Chiarani, Ruggero Angelo Bacchin, Nicola Valè, Francesco Pascucci, Paola Cesari, Nicola Smania, Stefano Tamburin, Graziano Pravadelli

    IEEE Trans. Emerg. Top. Comput.

  3. Fostering Human Activity Recognition Workflows: An Open-Source Baseline Framework

    Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

    ICDH

  4. Non-Invasive Monitoring of Alzheimer's patients through WiFi Channel State Information

    Cristian Turetta, Florenc Demrozi, Sofia Franceschi, Davide Zamboni, Graziano Pravadelli

    IWASI

  5. Towards Deep Learning-based Occupancy Detection Via WiFi Sensing in Unconstrained Environments

    Cristian Turetta, Geri Skenderi, Luigi Capogrosso, Florenc Demrozi, Philipp H. Kindt, Alejandro Masrur, Franco Fummi, Marco Cristani, Graziano Pravadelli

    DATE

2022

  1. A freely available system for human activity recognition based on a low-cost body area network

    Cristian Turetta, Florenc Demrozi, Graziano Pravadelli

    COMPSAC

  2. A virtual coaching platform to support therapy compliance in obesity

    Luisa Bissoli, Davide Bonacina, Nicolò Dalla Riva, Florenc Demrozi, Marin Jereghi, Nicola Marchiotto, Giovanni Perbellini, Bruno Pernice, Erica Pizzocaro, Graziano Pravadelli, Giuseppe Recchia, Anna Lia Sacerdoti, Cristian Turetta, Mauro Zamboni

    COMPSAC

  3. Integrating Wearable and Camera Based Monitoring in the Digital Twin for Safety Assessment in the Industry 4.0 Era

    Michele Boldo, Nicola Bombieri, Stefano Centomo, Mirco De Marchi, Florenc Demrozi, Graziano Pravadelli, Davide Quaglia, Cristian Turetta

    ISoLA

  4. Practical identity recognition using WiFi's Channel State Information

    Cristian Turetta, Florenc Demrozi, Philipp H. Kindt, Alejandro Masrur, Graziano Pravadelli

    DATE

  5. WifiEye - Seeing over WiFi Made Accessible

    Philipp H. Kindt, Cristian Turetta, Florenc Demrozi, Alejandro Masrur, Graziano Pravadelli, Samarjit Chakraborty

    CoRR

2021

  1. B-HAR - an open-source baseline framework for in depth study of human activity recognition datasets and workflows

    Florenc Demrozi, Cristian Turetta, Graziano Pravadelli

    CoRR

  2. Estimating indoor occupancy through low-cost BLE devices

    Florenc Demrozi, Fabio Chiarani, Cristian Turetta, Philipp H. Kindt, Graziano Pravadelli

    CoRR

  3. Exploiting Bluetooth Low Energy smart tags for virtual coaching

    Florenc Demrozi, Nicola Serlonghi, Cristian Turetta, Cristiano Pravadelli, Graziano Pravadelli

    WF-IoT

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