Project Results
CORDIS provides links to public deliverables and publications of HORIZON projects.
Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .
Deliverables
This deliverable contains developing a physical layer representation of the burst sequences that ensures data encryption while still allowing additive aggregation through simultaneously transmitted data.
Comparative analysis of results (opens in new window)Comparative analysis of the models developed in T3.1, and a systematic test of theframework developed in T3.2.
Application scenarios, business plan, road map: use of the new technology (opens in new window)Refined key application scenarios for smart buildings such as positioning and tracking (indoor localization and guiding), gesture recognition (interaction with the building), as well as sentiment and behavior monitoring (e.g., in crowded open areas for safety). This set will be expanded based on T7.1.
System modelling of distributed and node intelligence: initial common strategy (opens in new window)This deliverable will consist of a report summarizing the discussion and decisions taken during the “implementation strategy” workshop held between AAL and UNITN. These decisions will trigger the development of the complete intelligence strategy, at node-level and meta-level.
Functional requirements for the selected scenarios (opens in new window)Functional requirements from the market analysis for the different technologies developed in WP2-WP6.
Garbled circuits protocol for reconfigurable circuit hardware (opens in new window)The garbled circuit protocol will be utilized since it is well suited for circuit-level implementation on embedded systems and will be tailored for the reconfigurable nodes.
Dissemination of second year project reports and publications (opens in new window)Project reports and peer-reviewed publications will be disseminated via the project webpage.
Dissemination of informed consent sheets to participants of study 01 (opens in new window)Informed consent forms and the detailed information sheets will be provided at least three months prior to the actual case studies
IPR requirements (opens in new window)Report on Portfolio activities 01 (opens in new window)
The report will present the collaboration activities that have been carried out in each reporting period and contain relevant materials (e.g., power point presentations, minutes of the meetings, etc.). It also explains how the Portfolio activities and the EIC proactive project management approach contribute to the achievement of the project objectives and help the transition to market. A report will be submitted at the end of each reporting period and will be assessed in the context of the project’s review.
Probabilistic node intelligence.: proof of concept on simulation level (opens in new window)This deliverable will first detail the chosen implementation strategy, at node level, based on probabilistic intelligence, as well as its integration in the context of the meta-level intelligence done in WP3. Then, it will explain how the hardware-software system has been modelled, and list current results for the chosen implementation.
RISC-V custom core with embedded probabilistic accelerator: design strategy (opens in new window)This deliverable will detail the overall circuit architecture of the chosen accelerator and RISC-V controller enabling node-level intelligence.
Technology to market transition plan and results on the exploitation (opens in new window)A plan to bring the technology into the market will be developed in the course of the project.
Dissemination of informed consent sheets to participants of study 03 (opens in new window)Informed consent forms and the detailed information sheets will be provided at least three months prior to the actual case studies
Technical/scientific review meeting 2 documents (opens in new window)Draft agenda and presentations
Probabilistic node intellligence: proof of concept on custom hardware level (opens in new window)This deliverable will report the measurements done on the proposed IC prototype, first as a standalone device and then with the overall system intelligence, and the rest of the sensor platform.
Dissemination of first year project reports and publications (opens in new window)Project reports and peer-reviewed publications will be disseminated via the project webpage.
Report on Portfolio activities 03 (opens in new window)The report will present the collaboration activities that have been carried out in each reporting period and contain relevant materials (e.g., power point presentations, minutes of the meetings, etc.). It also explains how the Portfolio activities and the EIC proactive project management approach contribute to the achievement of the project objectives and help the transition to market. A report will be submitted at the end of each reporting period and will be assessed in the context of the project’s review.
Report on Portfolio activities 02 (opens in new window)The report will present the collaboration activities that have been carried out in each reporting period and contain relevant materials (e.g., power point presentations, minutes of the meetings, etc.). It also explains how the Portfolio activities and the EIC proactive project management approach contribute to the achievement of the project objectives and help the transition to market. A report will be submitted at the end of each reporting period and will be assessed in the context of the project’s review.
Dissemination of third year project reports and publications (opens in new window)Project reports and peer-reviewed publications will be disseminated via the project webpage.
Dissemination of informed consent sheets to participants of study 02 (opens in new window)Informed consent forms and the detailed information sheets will be provided at least three months prior to the actual case studies
Technical/scientific review meeting 3 documents (opens in new window)Draft agenda and review meeting presentations
Map of light and in-situ characterization of PV cells (opens in new window)Laboratory characterization of commercial PV cells using a spectrally tunable lightdevice. Light measurement across the building to have a light map. In situ building characterization of PV cells and their energy output during extended periods of time.
Characterization of TEGS in the lab and across the building (opens in new window)Laboratory characterizations of commercial TEGs. Temperature measurement of heat and cold sources across the building. In situ characterization of TEGs and their energy output during extended periods of time.
Results from the appropriation study and market analysis (opens in new window)Reconfigurable circuit hardware in the nodes will be the deliverable here. The aim is to minimize circuit complexity & power consumption.
Design, implementation, and test of the RF energy harvesters (opens in new window)Laboratory design, implementation and characterization of high-efficient rectennas. RF measurement across the building and when using the RF transmitters and RIS prototypes described and developed in WP4. In situ characterization of the rectennas and their energy output during extended periods of time.
Passive localization and tracking validation in multiple scenarios (opens in new window)Energy-harvesting circuits for the developed sensor systems.
Gesture recognition accuracy benchmark test and prototype for C1 (opens in new window)Demonstration of RF-sensing based gesture recognition for short (up to 3m) and long (up to 20m) distances in the smart building facility (Aalto collider building).
Localization and tracking accuracy benchmark test and prototype for C0 (opens in new window)demonstration of distributed learning via WiFi and RFID-based passive localizationand tracking within the Aalto Collider building.
Power supply of the sensor nodes (opens in new window)Laboratory characterization of low-power commercial and custom-made MPPTs. Use of the appropriate MPPTs with the light, thermal and RF harvesters and subsequent powering of the sensor nodes designed in the remaining WPs.
Room-level human activity and vital sign monitoring via WiFi (opens in new window)This deliverable focuses on room-level sensing scenarios, where state-of-the-art WiFi technologies alongwith other RF sensing modalities will be collectively exploited to detect accurate human-centric information, which will be further analysed to facilitate smart building operations.
Self-healing and autonomous error detection test and prototype for C2 (opens in new window)Demonstration of the sentiment detection of individuals and groups in the Aalto collider building.
The press and media activities will be evaluated according to the communication plan described in the project
First update plan for dissemination and exploitation of results incl. communication activities (opens in new window)The plan for dissemination and exploitation of results will be updated annually
Project website and Project Logo (continuously updated thereafter) (opens in new window)The communication infrastructure for the project will be set up.
Detailed plan for dissemination and exploitation of results including communication activities (opens in new window)Detailed plan for dissemination and exploitation of results incl. communication activities
Second update plan for dissemination and exploitation of results incl. communication activities (opens in new window)The plan for dissemination and exploitation of results will be updated annually
This deliverable contains “Behavioural biometrics based authentication software system” design. This system will be tailored for the operation on constrained distributed nodes in the building automation system. The aim is low FAR.
Distributed learning framework (opens in new window)Distributed learning approaches, based on consensus and other forms of aggregation (e.g., majority, Fisher’s method, descriptive statistics on confidence levels) of the outputs of the node-local models
Data-driven model library for sensor networks (opens in new window)Design, implementation and test of multiple data-driven models to be executed overthe sensor network.
Ethical training workshop for researchers and staff (opens in new window)Participating staff and researchers for the experiments will be trained (in a remote or on-site training) by an invited ethics specialist to respect all participating people and their human dignity and about the protection of values rights and interests of the participants. The training will further cover the fair distribution of research benefits as well as non-discriminatory practices and fair treatment. Also, it will cover methods to ensure that no psychological, social, legal, economic or environmental harm is expected for the participants. All project personnel will be trained in the importance of confidentiality of individual records and required to sign a confidentiality agreement
Final data management plan.
Update on Data Management Plan (opens in new window)Update of the Data Management Plan
Data Management Plan (opens in new window)Publications
Author(s):
M. Ridwan; M. Gasulla; F. Reverter
Published in:
EUROSENSORS XXXVI, 2024, ISBN 978-3-910600-03-4
Publisher:
Association for Sensors and Measurement
DOI:
10.5162/EUROSENSORSXXXVI/PT10.249
Author(s):
Chang, Zhaoxin; Fusang Zhang; Jie Xiong; Xinyu Xue; Zeyu Wang; Badii Jouaber; Daqing Zhang
Published in:
2024 IEEE Smart World Congress (SWC), 2025, ISSN 2993-396X
Publisher:
IEEE
DOI:
10.1109/SWC62898.2024.00085
Author(s):
Golipoor, Sahar; Sigg, Stephan
Published in:
International Symposium on Industrial Electronics - Espoo, Finland, 2023, ISBN 979-8-3503-9971-4
Publisher:
IEEE
DOI:
10.1109/ISIE51358.2023.10228178
Author(s):
Azlor, Marc; Gasulla Forner, Manuel; Reverter Cubarsí, Ferran
Published in:
2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2024, ISSN 2642-2077
Publisher:
IEEE
DOI:
10.1109/I2MTC60896.2024.10560660
Author(s):
A. Fereshtian; J. Berenguer; M. G. Forner
Published in:
2025 IEEE International Conference on RFID Technology and Applications (RFID-TA), 2025, ISSN 2836-3574
Publisher:
IEEE
DOI:
10.1109/RFID-TA63091.2025.11265906
Author(s):
Ma, Xujun; Wang, Pei; Zhang, Daqing
Published in:
2024 IEEE/MTT-S International Microwave Symposium - IMS 2024, 2024, ISSN 2576-7216
Publisher:
IEEE
DOI:
10.1109/IMS40175.2024.10600273
Author(s):
A. Fereshtian; J. Berenguer; M. G. Forner
Published in:
2025 IEEE International Conference on RFID Technology and Applications (RFID-TA), 2025, ISSN 2836-3574
Publisher:
IEEE
DOI:
10.1109/RFID-TA63091.2025.11265839
Author(s):
Ferré, Eduard; Azlor, Marc; Gasulla Forner, Manuel; Reverter Cubarsi, Ferran
Published in:
Proceedings, 2024, ISSN 2504-3900
Publisher:
MDPI
DOI:
10.3390/PROCEEDINGS2024097149
Author(s):
Hassan, Mir; Custode, Leonardo Lucio; Yildirim, Kasim Sinan; Iacca, Giovanni
Published in:
EWSN '23: Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks, 2023
Publisher:
ACM
DOI:
10.5555/3639940.3639994
Author(s):
Chang, Zhaoxin; Zhang, Fusang; Xiong, Jie; Chen, Weiyan; Zhang, Daqing
Published in:
ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Publisher:
ACM
DOI:
10.1145/3636534.3649350
Author(s):
Singh Gaurav; Leslin Jelin; Periasamy Karthekeyan; Andraud Martin; Trapp Martin; Yao Lingyun; Zhang Peng
Published in:
Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence, Issue PMLR 244, 2024, ISSN 2640-3498
Publisher:
JMLR
Author(s):
Xinyu, Xue; Zhaoxin, Chang; Xujun, Ma; Pei, Wang; Fusang, Zhang; Badii, Jouaber; Daqing, Zhang
Published in:
Artificial Intelligence of Things and Systems, 2026, ISBN 978-981-95-2581-2
Publisher:
Springer
DOI:
10.1007/978-981-95-2581-2_11
Author(s):
Leonardo Lucio Custode; Giovanni Iacca
Published in:
Applications of Evolutionary Computation, 2025, ISBN 978-3-031-90065-5
Publisher:
Springer
DOI:
10.48550/ARXIV.2401.15480
Author(s):
Golipoor, Sahar; Sigg, Stephan
Published in:
IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024, ISSN 1946-0759
Publisher:
IEEE
DOI:
10.1109/ETFA61755.2024.10710733
Author(s):
Chang, Zhaoxin; Shuguang, Xiao; Fusang, Zhang; Xujun, Ma; Badii, Jouaber; Qingfeng, Zhang; Daqing, Zhang
Published in:
SenSys '26: Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026, ISBN 979-8-4007-2309-4
Publisher:
ACM
DOI:
10.1145/3774906.3800474
Author(s):
Azlor, Marc; Ferré, Eduard; Gasulla Forner, Manuel; Reverter Cubarsi, Ferran
Published in:
Proceedings, 2024, ISSN 2504-3900
Publisher:
MDPI
DOI:
10.3390/PROCEEDINGS2024097099
Author(s):
Fereshtian, Amir; Berenguer, Jordi; Forner Gasulla, Manuel
Published in:
2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2024, ISSN 2642-2077
Publisher:
IEEE
DOI:
10.1109/I2MTC60896.2024.10560906
Author(s):
Fereshtian, Amir; Gasulla Forner, Manuel; Berenguer Sau, Jordi
Published in:
2024 IEEE Sensors Applications Symposium (SAS), 2024, ISSN 2766-3078
Publisher:
IEEE
DOI:
10.1109/SAS60918.2024.10636419
Author(s):
Custode, Leonardo Lucio; De Falco, Ivanoe; Della Cioppa, Antonio; Iacca, Giovanni; Scafuri, Umberto
Published in:
GECCO '24: Proceedings of the Genetic and Evolutionary Computation Conference, 2024, ISBN 979-8-4007-0494-9
Publisher:
ACM
DOI:
10.1145/3638529.3654029
Author(s):
Custode, Leonardo Lucio; Farina, Pietro; Yildiz, Eren; Kilic, Renan Beran; Yildirim, Kasim Sinan; Iacca, Giovanni
Published in:
Proceedings of SenSys 2024, 2024, ISBN 979-8-4007-0697-4
Publisher:
ACM
DOI:
10.1145/3666025.3699335
Author(s):
Golipoor, Sahar; Sigg, Stephan
Published in:
IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024, ISSN 1946-0759
Publisher:
IEEE
DOI:
10.1109/ETFA61755.2024.10710698
Author(s):
Ali N.; Hassan M.; Sodhro A. H.; Aloi G.; Gravina R.; Savaglio C.; Iacca G.; Fortino G.
Published in:
2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring), 2025, ISSN 2577-2465
Publisher:
IEEE
DOI:
10.5281/ZENODO.18631476
Author(s):
Leslin, Jelin; Trapp, Martin; Andraud, Martin; 2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS)
Published in:
2025 IEEE International Conference on Omni-layer Intelligent Systems (COINS), 2025, ISSN 2996-5330
Publisher:
IEEE
DOI:
10.1109/COINS65080.2025.11125733
Author(s):
Cosimo Della Santina; Carlos Hernández Corbato; Burak Sisman; Luis A. Leiva; Ioannis Arapakis; Michalis Vakalellis; Jean Vanderdonckt; Luis Fernando D'Haro; Guido Manzi; Cristina Becchio; Aïda Elamrani; Mohsen Alirezaei; Ginevra Castellano; Dimos V. Dimarogonas; Arabinda Ghosh; Sofie Haesaert; Sadegh Soudjani; Sybert Stroeve; Paul F. M. J. Verschure; Davide Bacciu; Ophelia Deroy; Bahador Bahrami; Claudio Gallicchio; Sabine Hauert; Ricardo Sanz; Pablo Lanillos; Giovanni Iacca; Stephan Sigg; Manel Gasulla; Luc Steels; Carles Sierra
Published in:
European Robotics Forum 2024, 2025, ISBN 978-3-031-76423-3
Publisher:
Springer
DOI:
10.48550/ARXIV.2402.09030
Author(s):
A. Fereshtian; R.A. Retana-González; J. Berenguer; F. Reverter; M. G. Forner
Published in:
UbiComp Companion '25: Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2025, ISBN 979-8-4007-1477-1
Publisher:
ACM
DOI:
10.1145/3714394.3756150
Author(s):
Ridwan, Mohamad; Gasulla Forner, Manuel; Reverter Cubarsí, Ferran
Published in:
2025 IEEE Sensors Applications Symposium (SAS), 2025, ISSN 2766-3078
Publisher:
IEEE
DOI:
10.1109/SAS65169.2025.11105192
Author(s):
Vincze, Mátyás; Ferrarotti, Laura; Custode, Leonardo Lucio; Lepri, Bruno; Iacca, Giovanni
Published in:
Proceedings of the AAAI Conference on Artificial Intelligence, 2025, ISSN 2374-3468
Publisher:
Association for the Advancement of Artificial Intelligence
DOI:
10.48550/ARXIV.2412.13053
Author(s):
Akhunov, Khakim; Yildiz, Eren; Yildirim, Kasim Sinan
Published in:
ENSsys '23: Proceedings of the 11th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2023
Publisher:
ACM
DOI:
10.1145/3628353.3628547
Author(s):
Villaverde, Martí; Gasulla Forner, Manuel; Reverter Cubarsí, Ferran
Published in:
2024 IEEE Sensors Applications Symposium (SAS), 2024, ISSN 2766-3078
Publisher:
IEEE
DOI:
10.1109/SAS60918.2024.10636605
Author(s):
Ferré, Eduard; Gasulla Forner, Manuel; Reverter Cubarsí, Ferran
Published in:
2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2024, ISSN 2642-2077
Publisher:
IEEE
DOI:
10.1109/I2MTC60896.2024.10561134
Author(s):
Hatice Vildan Dudukcu, Murat Taskiran, Zehra Gülru Cam Taskiran, Nihan Kahraman
Published in:
2024 26th International Conference on Digital Signal Processing and its Applications, 2024
Publisher:
IEEE
DOI:
10.1109/DSPA60853.2024.10510025
Author(s):
B. Martinez; M. Ridwan; M. Gasulla; F. Reverter
Published in:
EUROSENSORS XXXVI, 2024, ISBN 978-3-910600-03-4
Publisher:
Association for Sensors and Measurement
DOI:
10.5162/EUROSENSORSXXXVI/PT10.258
Author(s):
Ferigo, Andrea; Custode, Leonardo Lucio; Iacca, Giovanni
Published in:
Neural Computing and Applications, 2023, ISSN 1433-3058
Publisher:
Springer Nature
DOI:
10.1007/S00521-023-09124-5
Author(s):
Berke Cansiz, Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
Published in:
IEEE Access, Issue 13, 2025, ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/ACCESS.2025.3588791
Author(s):
Lei Zhang, Member, IEEE, Yazhou Ma, Xiaojie Fan, Xiaochen Fan, Member, IEEE, Yonggang Zhang, Member, IEEE, Zhenxiang Chen, Member, IEEE, Xianyi Chen, Member, IEEE, and Daqing Zhang, Fellow, IEEE
Published in:
IEEE INTERNET OF THINGS JOURNAL, 2023, ISSN 2327-4662
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/JIOT.2023.3301908
Author(s):
Gasulla, M.; Carandell, M.
Published in:
Sensors, 2023, ISSN 1424-8220
Publisher:
MDPI
DOI:
10.3390/S23094388
Author(s):
Crespi, Marco; Ferigo, Andrea; Custode, Leonardo Lucio; Iacca, Giovanni
Published in:
Applied Soft Computing, Issue 147, ISSN 1568-4946
Publisher:
Elsevier BV
DOI:
10.1016/J.ASOC.2023.110758
Author(s):
Dariush Salami; Ramin Hasibi; Stefano Savazzi; Tom Michoel; Stephan Sigg
Published in:
IEEE Sensors Journal, Issue 24, 2024, ISSN 1558-1748
Publisher:
IEEE
DOI:
10.1109/JSEN.2024.3459428
Author(s):
Le Ngu Nguyen; Rainhard Dieter Findling; Maija Poikela; Si Zuo; Stephan Sigg
Published in:
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Issue 9, 2025, ISSN 2474-9567
Publisher:
ACM
DOI:
10.1145/3712266
Author(s):
Ridwan, M.; Gasulla, M.; Reverter, F.
Published in:
Sensors, 2025, ISSN 1424-8220
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/S25082484
Author(s):
S. Günakın, B. Şahintekin, Z.G. Çam Taşkıran
Published in:
Alexandria Engineering Journal, Issue 129, 2025, ISSN 1110-0168
Publisher:
Elsevier BV
DOI:
10.1016/J.AEJ.2025.06.019
Author(s):
Azlor, M.; Martinez, B.; Gasulla, M.; Reverter, F.
Published in:
IEEE Transactions on Instrumentation and Measurement, 2025, ISSN 0018-9456
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/TIM.2025.3527620
Author(s):
Wang, Pei; Ma, Xujun; Zheng, Rong; Chen, Luan; Zhang, Xiaolin; Zeghlache, Djamal
Published in:
IEEE Transactions on Mobile Computing, 2023, ISSN 1558-0660
Publisher:
IEEE
DOI:
10.1109/TMC.2023.3340925
Author(s):
Wang, Pei; Anlan Yu; Xujun Ma; Rong Zheng; Jingfu Dong; Zhaoxin Chang; Duo Zhang; Djamal Zeghlache; Daqing Zhang
Published in:
IEEE Transactions on Mobile Computing, 2025, ISSN 1558-0660
Publisher:
IEEE
DOI:
10.1109/TMC.2025.3564843
Author(s):
Chang, Zhaoxin; Fusang Zhang; Xujun Ma; Pei Wang; Weiyan Chen; Duo Zhang; Badii Jouaber; Daqing Zhang
Published in:
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2024, ISSN 2474-9567
Publisher:
ACM
DOI:
10.1145/3699766
Author(s):
Leonardo Lucio Custode; Giovanni Iacca; Ivanoe De Falco; Umberto Scafuri; Antonio Della Cioppa
Published in:
ACM Transactions on Evolutionary Learning and Optimization, 2025, ISSN 2688-299X
Publisher:
ACM
DOI:
10.1145/3745032
Author(s):
Ferré, E.; Martinez, B.; Villaverde, M.; Gasulla, M.; Reverter, F.
Published in:
IEEE Transactions on Instrumentation and Measurement, 2025, ISSN 0018-9456
Publisher:
IEEE
DOI:
10.1109/TIM.2025.3547528
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