DISTRIBUTED MULTI-SENSOR SYSTEMS FOR HUMAN SAFETY AND HEALTH

Informazioni relative al progetto

DistriMuSe

ID dell’accordo di sovvenzione: 101139769

DOI

10.3030/101139769

Data della firma CE 28 Giugno 2024

Data di avvio 1 Maggio 2024

Data di completamento 30 Aprile 2027

Finanziato da

• Digital, Industry and Space

Costo totale

€ 34 764 819,75

Contributo UE

€ 11 274 522,51

Coordinato da

TEKNOLOGIAN TUTKIMUSKESKUS VTT OY
Finland

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (1)

Requirements and design of the distributed platform, design and simulation tools

Specification of the requirements that should satisfy the different components provided by WP4 (distributed platform, design and simulation tools). First version of the design of the distributed platform, design and simulation tools.

Pubblicazioni

Peer reviewed articles (11)

Enhanced Technique for Accurate Localization and Life-Sign Detection of Human Subjects Using Beam-Steering Radar Architectures

Autori: Marco Mercuri, Giulia Sacco, Rainer Hornung, Huib Visser, Ilde Lorato, Stefano Pisa, Pierangelo Veltri, Guido Dolmans
Pubblicato in: IEEE Transactions on Biomedical Engineering, Numero 72, 2025, ISSN 0018-9294
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TBME.2024.3463199

Analysis of Daily Physical Activity by Garmin Smartwatches: A 7-Month Experiment

Autori: Mattioli, Veronica; Davoli, Luca; Belli, Laura; RAHELI, Riccardo; Ferrari, Gianluigi
Pubblicato in: 2025 19th International Symposium on Medical Information and Communication Technology (ISMICT), 2025, ISSN 2326-8301
Editore: IEEE
DOI: 10.1109/ISMICT64722.2025.11059422

Vehicle, Driver, and Road Digital Twins for Connected Mobility: A Critical Review and Unified Conceptual Framework

Autori: Özlem Kaya, Lorenzo Bacchiani, Andrea Melis, Roberta Presta, Chan-Tong Lam, Giovanni Pau, Roberto Girau
Pubblicato in: Future Internet, Numero 18, 2026, ISSN 1999-5903
Editore: MDPI AG
DOI: 10.3390/FI18060277

Development of an In-Vehicle Intrusion Detection Model Integrating Federated Learning and LSTM Networks

Autori: Miriam Zambudio Martínez, Rafael Marin-Perez, Antonio Fernando Skarmeta Gomez
Pubblicato in: Information, Numero 16, 2025, ISSN 2078-2489
Editore: MDPI AG
DOI: 10.3390/INFO16040292

Channel Sounding: Metrological Exploration of the Design Options Using Related Positioning Systems

Autori: Marco Gunia, Frank Ellinger
Pubblicato in: IEEE Access, Numero 14, 2026, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2026.3660596

Hiding region constraints for black-box optimization. Application to camera placement in a virtual industrial environment using Evolutionary Computation

Autori: N.C. Cruz, M. Rouret, E.M. Ortigosa, E. Ros, J.A. Garrido
Pubblicato in: Swarm and Evolutionary Computation, Numero 95, 2025, ISSN 2210-6502
Editore: Elsevier BV
DOI: 10.1016/J.SWEVO.2025.101946

Radar-Based Human Activity Recognition: A Study on Cross-Environment Robustness

Autori: Reda El Hail, Pouya Mehrjouseresht, Dominique M. M.-P. Schreurs, Peter Karsmakers
Pubblicato in: Electronics, Numero 14, 2025, ISSN 2079-9292
Editore: MDPI AG
DOI: 10.3390/ELECTRONICS14050875

Low-cost Embedded Breathing Rate Determination Using 802.15.4z IR-UWB Hardware for Remote Healthcare

Autori: Anton Lambrecht, Stijn Luchie, Jaron Fontaine, Ben Van Herbruggen, Adnan Shahid, Eli De Poorter
Pubblicato in: IEEE Sensors Journal, 2025, ISSN 1558-1748
Editore: IEEE
DOI: 10.48550/ARXIV.2504.03772

Performance Assessment of DL for Network Intrusion Detection on a Constrained IoT Device

Autori: Armin Mazinani, Daniele Antonucci, Luca Davoli, Gianluigi Ferrari
Pubblicato in: Future Internet, Numero 18, 2026, ISSN 1999-5903
Editore: MDPI AG
DOI: 10.3390/FI18010034

Performance Evaluation of Bluetooth Channel Sounding on Commercial Hardware

Autori: Jorg Wieme, Ruben Nietvelt, Dries van Leemput, Maarten Weyn, Pieter Crombez, Rafael Berkvens, Eli de Poorter, Jeroen Hoebeke
Pubblicato in: IEEE Access, Numero 13, 2025, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3623242

DistriMuSe – Distributed Multi-Sensor Systems for Human Safety and Health

Autori: Johan Plomp; Fokke van Meulen; Juan José López Escobar; Eli De Poorter; Jeroen Hoebeke; Geert Vanstraelen; Michael Rölleke; Roberta Presta; Raúl Santos de La Cámara; Luca Davoli; Jaromír Hubálek
Pubblicato in: 2025 28th Euromicro Conference on Digital System Design (DSD), 2025, ISSN 2771-2508
Editore: IEEE
DOI: 10.1109/DSD67783.2025.00027

Conference proceedings (13)

High-Gain Dielectric Lens Antenna Fed by Circular Dielectric Waveguide for Applications in D-Band

Autori: Abhijit Pal, Debrina Dutta, Martin Schneider
Pubblicato in: 2025 19th European Conference on Antennas and Propagation (EuCAP), 2025
Editore: IEEE
DOI: 10.23919/EUCAP63536.2025.10999273

ShapBPT in Perspective: A Consolidated Review and an eXplainable Anomaly Detection Case Study

Autori: Muhammad Rashid, Elvio Amparore, Enrico Ferrari, Damiano Verda
Pubblicato in: Companion of the 17th ACM/SPEC International Conference on Performance Engineering, 2026
Editore: ACM
DOI: 10.1145/3777911.3800638

Design for Road User Safety: Harnessing Distributed Intelligence for Human-Computer Interaction

Autori: Roberta Presta
Editore: HCI International

Multi-Partner Project: Sports Performance and Health Assessment in the DistriMuse Project

Autori: Luca Davoli, Laura Belli, Veronica Mattioli, Riccardo Raheli, Gianluigi Ferrari, Lorenzo Priano, Jaromir Hubalek, Lukas Smital, Andrea Nemcova, Daniela Chlibkova, Vlastimil Benes, Johan Plomp
Pubblicato in: 2025 Design, Automation & Test in Europe Conference (DATE), 2025
Editore: IEEE
DOI: 10.23919/DATE64628.2025.10993037

Assessing the Impact of Depth Data on Human Kinematics: A Hybrid RGB-D and MediaPipe Method

Autori: Melisa Pilla, Luisa Ruiz, Antonio R. Jimenez, Fernando Seco, Ana Jimenez
Pubblicato in: 20th Annual IEEE International Symposium on Medical Measurements & Applications (MeMeA), Chania (Greece) May 28-30, 2025, 2025
Editore: IEEE

ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees

Autori: Muhammad Rashid, Elvio G. Amparore, Enrico Ferrari, Damiano Verda
Editore: ArXiv

Mono-Block Orthomode Transducers for W-Band Applications

Autori: Abhijit Pal, Debrina Dutta, Lennart Hinz, Martin Schneider
Pubblicato in: 2026 17th German Microwave Conference (GeMiC), 2026
Editore: IEEE
DOI: 10.1109/GEMIC71240.2026.11516430

Energy-efficient activity and sleep recognition using edge computing and wearable devices

Autori: Martin Rosa, Radim Burget, Jaromír Hubálek
Pubblicato in: 2025 17th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2025
Editore: IEEE
DOI: 10.1109/ICUMT67815.2025.11268695

Experimental Performance Assessment and Comparison of IMU-Equipped Wearable Devices for Gait Analysis

Autori: Veronica Mattioli, Marco Sanfelici, Marta Bettini, Luca Davoli, Laura Belli, Riccardo Raheli, Gianluigi Ferrari
Pubblicato in: 2025 International Workshop on Biomedical Applications, Technologies and Sensors (BATS), 2026
Editore: IEEE
DOI: 10.1109/BATS67559.2025.11336176

From Cooperative ITS to digital twins in a system of systems

Autori: Geert Vanstraelen
Pubblicato in: The 25th IEEE International Conference on Mobile Data Management, 2024
Editore: IEEE

An IEEE 802.15.4z/ab-Compatible IR-UWB MIMO Radar System for in-Cabin Monitoring

Autori: Amirashkan Farsaei, Gururaja Kasanadi Ramachandra, Sharada Prasad Shantharam, Alireza Sheikh, Utku Kumbul, Mohieddine El Soussi, Peng Zhang, Anoop Narayan Bhat
Pubblicato in: 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2025
Editore: IEEE
DOI: 10.1109/PIMRC62392.2025.11274911

Circular Dielectric Waveguides for D-Band Applications in Communications and Radar

Autori: Martin Schneider
Pubblicato in: 2024 International Conference on Electromagnetics in Advanced Applications (ICEAA), 2024
Editore: IEEE
DOI: 10.1109/ICEAA61917.2024.10701840

IMU-Based Software Tool for Gait Analysis in Older Adults: Assessment of Frailty and Fall Ris

Autori: Luisa Ruiz, Melisa Pilla, Fernando Seco, Antonio R. Jimenez, Sara Garcia, Juan Jesus Garcia
Pubblicato in: 20th Annual IEEE International Symposium on Medical Measurements & Applications (MeMeA), Chania (Greece) May 28-30, 2025, 2025
Editore: IEEE

Thesis and dissertations (3)

Improving Trust in Safety-Critical AI Systems: Explainable AI and Anomaly Detection Frameworks for human safety in Smart Industries

Autori: Rashid Muhammad
Editore: University of Turin

Design of a new distributed mist, edge and fog architecture in beyond-5G environments for the Internet of Things

Autori: López Escobar, Juan José
Pubblicato in: instname:Universidade de Vigo (UVigo), 2025
Editore: University of Vigo
DOI: 10.35869/11093/9511

Evaluation of Visual Distraction in the Processing of the Fitness to Drive Index

Autori: Lucreazia Rettori
Pubblicato in: 2025
Editore: University of Bologna

Book chapters (3)

CARB-Net: Camera-Assisted Radar-Based Network for Vulnerable Road User Detection

Autori: Wei-Yu Lee, Martin Dimitrievski, David Van Hamme, Jan Aelterman, Ljubomir Jovanov, Wilfried Philips
Pubblicato in: Lecture Notes in Computer Science, Computer Vision – ECCV 2024, 2024
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-73039-9_17

Augmenting Driver Situation Awareness Through Distributed Sensing and Driver Adaptive Interfaces: a Research Framework

Autori: Roberta Presta, Chiara Tancredi, Flavia De Simone, Roberto Girau, Alessandro Monteleone, Federica Viero
Pubblicato in: Lecture Notes in Computer Science, HCI International 2025 – Late Breaking Papers, 2026
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-12798-3_24

When Technology Becomes a Barrier: The Accessibility Issue in Mobility Interfaces

Autori: Flavia De Simone, Martina Casillo, Roberta Presta
Pubblicato in: Lecture Notes in Computer Science, HCI International 2025 – Late Breaking Papers, 2026
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-12798-3_14

Other (2)

"Technical Appendix to ""ShapBPT: Image Feature Attributions using Data-Aware Binary Partition Trees"""

Autori: Amparore, Elvio Gilberto; Rashid, Muhammad; Ferrari, Enrico; Verda, Damiano
Pubblicato in: 2025
Editore: Zenodo
DOI: 10.5281/ZENODO.17570694

Lesson Learned from Development AI-Driven for Smart Perception Sensors

Autori: Ljubomir Jovanov, Michael Roelleke
Pubblicato in: Vector Forum 2024, 2024
Editore: Vector consulting services