Smart Building Sensitive to Daily Sentiment

Informazioni relative al progetto

SUSTAIN

ID dell’accordo di sovvenzione: 101071179

DOI

10.3030/101071179

Data della firma CE 23 Giugno 2022

Data di avvio 1 Ottobre 2022

Data di completamento 31 Marzo 2026

Finanziato da

• The European Innovation Council (EIC)

Costo totale

€ 2 550 196,25

Contributo UE

€ 2 550 196,00

Coordinato da

AALTO KORKEAKOULUSAATIO SR
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 (12)

System modelling of distributed and node intelligence: initial common strategy

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

Project reports and peer-reviewed publications will be disseminated via the project webpage.

Dissemination of informed consent sheets to participants of study 01

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

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

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

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

Draft agenda and presentations

Dissemination of first year project reports and publications

Project reports and peer-reviewed publications will be disseminated via the project webpage.

Report on Portfolio activities 02

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

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

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

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.

Websites, patent fillings, videos etc. (4)

First update plan for dissemination and exploitation of results incl. communication activities

The plan for dissemination and exploitation of results will be updated annually

Project website and Project Logo (continuously updated thereafter)

The communication infrastructure for the project will be set up.

Detailed plan for dissemination and exploitation of results including communication activities

Detailed plan for dissemination and exploitation of results incl. communication activities

Second update plan for dissemination and exploitation of results incl. communication activities

The plan for dissemination and exploitation of results will be updated annually

Other (2)

Behavioural biometrics based authentication software system design

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

Design, implementation and test of multiple data-driven models to be executed overthe sensor network.

Demonstrators, pilots, prototypes (2)

Passive localization and tracking validation in multiple scenarios

Energy-harvesting circuits for the developed sensor systems.

Localization and tracking accuracy benchmark test and prototype for C0

demonstration of distributed learning via WiFi and RFID-based passive localizationand tracking within the Aalto Collider building.

Data Management Plan (2)

Update on Data Management Plan

Update of the Data Management Plan

Data Management Plan

Pubblicazioni

Conference proceedings (13)

Accurate RF-sensing of complex gestures using RFID with variable phase-profiles

Autori: Golipoor, Sahar; Sigg, Stephan
Pubblicato in: International Symposium on Industrial Electronics - Espoo, Finland, 2023, ISBN 979-8-3503-9971-4
Editore: IEEE
DOI: 10.1109/ISIE51358.2023.10228178

Micro Vibration Reconstruction Under In-Range Large-Scale Dynamic Clutters Using a Bi-Exponential Radar Signal Model

Autori: Ma, Xujun; Wang, Pei; Zhang, Daqing
Pubblicato in: 2024 IEEE/MTT-S International Microwave Symposium - IMS 2024, 2024, ISSN 2576-7216
Editore: IEEE
DOI: 10.1109/IMS40175.2024.10600273

Systematic experimental evaluation of submilliwatt PV cells for indoor applications

Autori: Ferré, Eduard; Azlor, Marc; Gasulla Forner, Manuel; Reverter Cubarsi, Ferran
Pubblicato in: Proceedings, 2024, ISSN 2504-3900
Editore: MDPI
DOI: 10.3390/PROCEEDINGS2024097149

FedEdge: Federated Learning with Docker and Kubernetes for Scalable and Efficient Edge Computing

Autori: Hassan, Mir; Custode, Leonardo Lucio; Yildirim, Kasim Sinan; Iacca, Giovanni
Pubblicato in: EWSN '23: Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks, 2023
Editore: ACM
DOI: 10.5555/3639940.3639994

MSense: Boosting Wireless Sensing Capability Under Motion Interference

Autori: Chang, Zhaoxin; Zhang, Fusang; Xiong, Jie; Chen, Weiyan; Zhang, Daqing
Pubblicato in: ACM MobiCom '24: Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
Editore: ACM
DOI: 10.1145/3636534.3649350

Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation

Autori: Golipoor, Sahar; Sigg, Stephan
Pubblicato in: IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024, ISSN 1946-0759
Editore: IEEE
DOI: 10.1109/ETFA61755.2024.10710733

FOCV-MPPT power management unit for submilliwatt indoor PV cells

Autori: Azlor, Marc; Ferré, Eduard; Gasulla Forner, Manuel; Reverter Cubarsi, Ferran
Pubblicato in: Proceedings, 2024, ISSN 2504-3900
Editore: MDPI
DOI: 10.3390/PROCEEDINGS2024097099

RF Energy Harvesting for IoT Sensors: Effects of Inductor Quality Factor on Efficiency

Autori: Fereshtian, Amir; Berenguer, Jordi; Forner Gasulla, Manuel
Pubblicato in: 2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 2024, ISSN 2642-2077
Editore: IEEE
DOI: 10.1109/I2MTC60896.2024.10560906

NEvoFed: A Decentralized Approach to Federated NeuroEvolution of Heterogeneous Neural Networks

Autori: Custode, Leonardo Lucio; De Falco, Ivanoe; Della Cioppa, Antonio; Iacca, Giovanni; Scafuri, Umberto
Pubblicato in: GECCO '24: Proceedings of the Genetic and Evolutionary Computation Conference, 2024, ISBN 979-8-4007-0494-9
Editore: ACM
DOI: 10.1145/3638529.3654029

Fast-Inf: Ultra-Fast Embedded Intelligence on the Batteryless Edge

Autori: Custode, Leonardo Lucio; Farina, Pietro; Yildiz, Eren; Kilic, Renan Beran; Yildirim, Kasim Sinan; Iacca, Giovanni
Pubblicato in: Proceedings of SenSys 2024, 2024, ISBN 979-8-4007-0697-4
Editore: ACM
DOI: 10.1145/3666025.3699335

RFID-based Human Activity Recognition Using Multimodal Convolutional Neural Networks

Autori: Golipoor, Sahar; Sigg, Stephan
Pubblicato in: IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024, ISSN 1946-0759
Editore: IEEE
DOI: 10.1109/ETFA61755.2024.10710698

Enabling Efficient Intermittent Computing on Brand New Microcontrollers via Tracking Programmable Voltage Thresholds

Autori: Akhunov, Khakim; Yildiz, Eren; Yildirim, Kasim Sinan
Pubblicato in: ENSsys '23: Proceedings of the 11th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2023
Editore: ACM
DOI: 10.1145/3628353.3628547

Human Activity Recognition with Ensemble Learning

Autori: Hatice Vildan Dudukcu, Murat Taskiran, Zehra Gülru Cam Taskiran, Nihan Kahraman
Pubblicato in: 2024 26th International Conference on Digital Signal Processing and its Applications, 2024
Editore: IEEE
DOI: 10.1109/DSPA60853.2024.10510025

Peer reviewed articles (7)

Quality–diversity optimization of decision trees for interpretable reinforcement learning

Autori: Ferigo, Andrea; Custode, Leonardo Lucio; Iacca, Giovanni
Pubblicato in: Neural Computing and Applications, 2023, ISSN 1433-3058
Editore: Springer Nature
DOI: 10.1007/S00521-023-09124-5

Hierarchical Cascade Deep Learning for EMG-Based Behavioral Biometrics: Gesture and Subject Classification

Autori: Berke Cansiz, Hatice Vildan Dudukcu, Murat Taskiran, Nihan Kahraman
Pubblicato in: IEEE Access, Numero 13, 2025, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3588791

Wi-Diag: Robust Multisubject Abnormal Gait Diagnosis With Commodity Wi-Fi

Autori: 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
Pubblicato in: IEEE INTERNET OF THINGS JOURNAL, 2023, ISSN 2327-4662
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/JIOT.2023.3301908

Power Gain from Energy Harvesting Sources at High MPPT Sampling Rates

Autori: Gasulla, M.; Carandell, M.
Pubblicato in: Sensors, 2023, ISSN 1424-8220
Editore: MDPI
DOI: 10.3390/S23094388

A population-based approach for multi-agent interpretable reinforcement learning

Autori: Crespi, Marco; Ferigo, Andrea; Custode, Leonardo Lucio; Iacca, Giovanni
Pubblicato in: Applied Soft Computing, Numero 147, ISSN 1568-4946
Editore: Elsevier BV
DOI: 10.1016/J.ASOC.2023.110758

4D memristive chaotic system based optional parameterized random number generator

Autori: S. Günakın, B. Şahintekin, Z.G. Çam Taşkıran
Pubblicato in: Alexandria Engineering Journal, Numero 129, 2025, ISSN 1110-0168
Editore: 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

Autori: Wang, Pei; Ma, Xujun; Zheng, Rong; Chen, Luan; Zhang, Xiaolin; Zeghlache, Djamal
Pubblicato in: IEEE Transactions on Mobile Computing, 2023, ISSN 1558-0660
Editore: IEEE
DOI: 10.1109/TMC.2023.3340925