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CORDIS - EU research results
CORDIS

Smart Building Sensitive to Daily Sentiment

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

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.

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

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.

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

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 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 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

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.

Behavioural biometrics based authentication software system design (opens in new window)

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.

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.

Passive localization and tracking validation in multiple scenarios (opens in new window)

Energy-harvesting circuits for the developed sensor systems.

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.

Publications

Accurate RF-sensing of complex gestures using RFID with variable phase-profiles (opens in new window)

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

Micro Vibration Reconstruction Under In-Range Large-Scale Dynamic Clutters Using a Bi-Exponential Radar Signal Model (opens in new window)

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

Systematic experimental evaluation of submilliwatt PV cells for indoor applications (opens in new window)

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

FedEdge: Federated Learning with Docker and Kubernetes for Scalable and Efficient Edge Computing (opens in new window)

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

MSense: Boosting Wireless Sensing Capability Under Motion Interference (opens in new window)

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

Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation (opens in new window)

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

FOCV-MPPT power management unit for submilliwatt indoor PV cells (opens in new window)

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

RF Energy Harvesting for IoT Sensors: Effects of Inductor Quality Factor on Efficiency (opens in new window)

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

NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks (opens in new window)

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

Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge (opens in new window)

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

RFID-based Human Activity Recognition Using Multimodal Convolutional Neural Networks (opens in new window)

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

Enabling Efficient Intermittent Computing on Brand New Microcontrollers via Tracking Programmable Voltage Thresholds (opens in new window)

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

Human Activity Recognition with Ensemble Learning (opens in new window)

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

Quality–diversity optimization of decision trees for interpretable reinforcement learning (opens in new window)

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

Hierarchical Cascade Deep Learning for EMG-Based Behavioral Biometrics: Gesture and Subject Classification (opens in new window)

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

Wi-Diag: Robust Multisubject Abnormal Gait Diagnosis With Commodity Wi-Fi (opens in new window)

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

Power Gain from Energy Harvesting Sources at High MPPT Sampling Rates (opens in new window)

Author(s): Gasulla, M.; Carandell, M.
Published in: Sensors, 2023, ISSN 1424-8220
Publisher: MDPI
DOI: 10.3390/S23094388

A population-based approach for multi-agent interpretable reinforcement learning (opens in new window)

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

4D memristive chaotic system based optional parameterized random number generator (opens in new window)

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

SlpRoF: Improving the Temporal Coverage and Robustness of RF-Based Vital Sign Monitoring During Sleep (opens in new window)

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

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