Projecten per jaar
Organisatieprofiel
Introductie / missie
We at the Interconnected Resource-aware Intelligent Systems cluster address (distributed embedded) systems performance challenges in terms of timing behavior, dependability, programmability, reliability, robustness, scalability, accuracy, energy and data computation efficiency, and trustworthiness.
Highlighted phrase
The industrial applications and collaborations inspire us in our research and ensure that our research outcome remains as close as possible to real-world problems and has economic and societal impacts.
Over de organisatie
Science and technology have changed the way we live, communicate, work, and even spend our free time. We are surrounded by systems of varying sizes and forms that sense, communicate, and try to make sense of what happens, with, within, and around us or where they operate (e.g. in a car or at a factory). The goal of all these systems is to create a safer, healthier, more pleasant, and more productive environment and set of services.
Rapid advancement of science and technology has created a situation, in which ‘living in isolation’ is unimaginable. The same also applies to systems. It is rare, if possible at all, to find any system that is not, one way or the other, connected and work and collaborate together to achieve a single goal. There are also many other situations that are becoming unimaginable or unacceptable to say the least. Systems that fail, are unreliable, inaccurate, or not secure. But as the scale, complexity, heterogeneity, and extent of usage of these systems increase, so do the performance challenges of these systems.
We at the Interconnected Resource-aware Intelligent Systems cluster address (distributed embedded) systems performance challenges in terms of timing behavior, dependability, programmability, reliability, robustness, scalability, accuracy, energy and data computation efficiency, and trustworthiness.
The industrial applications and collaborations inspire us in our research and ensure that our research outcome remains as close as possible to real-world problems and has economic and societal impacts.
Our research is being performed in the context of various application domains including automotive, smart industry, predictive maintenance, logistics, smart cities, health and wellbeing, and intelligent lighting.
The following three pillars, and their interaction, form the basis of IRIS research:
-
Pervasive networking: Edge networking, (IoT) communication and interoperability, (IoT) Network resource management
-
Pervasive computing: Edge computing and federated learning, Edge-driven data analytics and machine learning, Embedded AI, Explainable AI, Data flow computing
-
Predictable performance: Time-sensitive networks, Realtime distributed systems, Resource management and scheduling, Formal modeling, analysis & verification, Model-based engineering of CPS
Vingerafdruk
Netwerk
Profielen
-
C.H. (Kees) van Berkel
- Mathematics and Computer Science - Hoogleraar emeritus
Persoon: HGL em : Hoogleraar emeritus
-
Bram R.D. van Berlo, MSc
- Mathematics and Computer Science - Promovendus-TA
- Mathematics and Computer Science, Interconnected Resource-aware Intelligent Systems
Persoon: OWP : Docent / Onderzoeker
-
INTERSECT: NWA.1160.18.301 An Internet of Secure Things - INTERSECT (SENS)
Weffers, H., Etalle, S., Kempinski, S. P., Luyk, M., Bibi, I., Meratnia, N., Özçelebi, T., Hatefi, Z., van den Brand, M. G. J. & Kurtev, I.
1/09/20 → 31/08/28
Project: Onderzoek direct
-
OptiLight
Linnartz, J. M. G., Bonarius, J. H., Smolders, K. C. H. J., Vogels, I. M. L. C., Peeters, S. T., Dangol, R., Kruisselbrink, T. W., Özçelebi, T. & de Kort, Y. A. W.
1/11/16 → 31/10/20
Project: Onderzoek direct
-
"Trust4All"
Lukkien, J. J., Verhoeven, P. H. F. M., Bondarau, E. & Chaudron, M. R. V.
1/07/05 → 1/10/07
Project: Onderzoek direct
Onderzoeksoutput
-
26 GHz OFDM and 77 GHz FMCW Radar Dataset for Domain Shift Invariant Blockage Prediction
van Berlo, B. R. D., Miao, Y., Hersyandika, R., Willetts, B., Mao, K., Zare, A., Pollin, S. & Meratnia, N., 26 apr. 2023, International Symposium on Joint Communications & Sensing (JC&S) Proceedings. Institute of Electrical and Electronics Engineers, 6 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
-
A Codeword-Independent Localization Technique for Reconfigurable Intelligent Surface Enhanced Environments Using Adversarial Learning
Luo, X. & Meratnia, N., 14 jan. 2023, In: Sensors. 23, 2, 24 blz., 984.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand15 Downloads (Pure) -
An Appropriate Probability Model for the Bell Experiment
van Hee, K. M., van Berkel, C. H. & de Graaf, J., 13 feb. 2023, In: arXiv. 2023, 17 blz., 2302.05174.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic
Open Access
Datasets
-
Data underlying the publication: Model-based simulation and threat analysis of in-vehicle networks
Lekidis, A. (Ontwerper) & Barosan, I. (Bijdrager), 4TU.Centre for Research Data, 11 nov. 2019
DOI: 10.4121/uuid:43484fbd-e8a9-4884-b094-1eee9f69f458
Dataset
-
Automotive Controller Area Network (CAN) Bus Intrusion Dataset v2
Dupont, G. (Bijdrager), Lekidis, A. (Bijdrager), den Hartog, J. I. (Bijdrager) & Etalle, S. (Bijdrager), 4TU.Centre for Research Data, 14 nov. 2019
DOI: 10.4121/uuid:b74b4928-c377-4585-9432-2004dfa20a5d
Dataset
-
Data, software and scripts related to the Process PLS methodology manuscript
van Kollenburg, G. (Eigenaar), Offermans, T. (Bijdrager) & Bouman, R. (Bijdrager), Mendeley Data, 22 okt. 2021
DOI: 10.17632/9x9h7fr4kn
Dataset
Prijzen
-
Best Paper Award - ICESS 2021
Nelissen, Geoffrey (Ontvanger), Arora, Jatin (Ontvanger), Maia, Cláudio (Ontvanger), Rashid, Syed Aftab (Ontvanger) & Tovar, Eduardo (Ontvanger), dec. 2021
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
-
Best paper award of the 19th IEEE International Conference on Software Maintenance (ICSM)
Bril, Reinder J. (Ontvanger), Postma, A. (Ontvanger) & Krikhaar, René L. (Ontvanger), 2003
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
-
Best Paper Award of the 2011 IEEE 29th International Conference on Consumer Electronics (ICCE) - 2nd place winner
Tempelaars, C. (Ontvanger), van den Heuvel, M.M.H.P. (Ontvanger), Bril, Reinder J. (Ontvanger) & Hentschel, Christian (Ontvanger), jan. 2011
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Bestand
-
AI & Society: Journal of Knowledge, Culture and Communication (Tijdschrift)
Adam Watkins (Lid redactieraad)
1 feb. 2023Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
-
SEFI News (Tijdschrift)
Adam Watkins (Lid redactieraad)
30 sep. 2022Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
-
Curriculum Analysis Tool
Adam Watkins (Spreker)
5 okt. 2021Activiteit: Types gesprekken of presentaties › Plenaire spreker › Professioneel
Knipsels
-
Eindhoven University of Technology Researchers Target Sensor Research (A Codeword-Independent Localization Technique for Reconfigurable Intelligent Surface Enhanced Environments Using Adversarial Learning)
3/02/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
-
Improving Product Search using Machine Learning
17/10/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
-
Unsupervised Attribute Extraction for Online Listings
14/10/20
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
Impacts
-
Pervasive computing
Nirvana Meratnia (Content manager) & Martijn Luyk (Administratieve ondersteuning)
Impact: Research Topic/Theme (at group level)
-
Pervasive networking
Nirvana Meratnia (Content manager) & Martijn Luyk (Administratieve ondersteuning)
Impact: Research Topic/Theme (at group level)
-
Predictable performance
Nirvana Meratnia (Content manager) & Martijn Luyk (Content manager)
Impact: Research Topic/Theme (at group level)
Scripties/Masterproeven
-
6LoWPAN: IPv6 for battery-less building networks
Auteur: Abbasi, N. A., 31 aug. 2009Begeleider: Lukkien, J. J. (Afstudeerdocent 1), van der Stok, P. D. V. (Afstudeerdocent 2), Geilen, M. C. W. (Afstudeerdocent 2) & Verhoeven, P. H. F. M. (Afstudeerdocent 2)
Scriptie/Masterproef: Master
Bestand -
Accelerating SIFT feature extraction with a vector DSP: a feasibility study
Auteur: Sathyanarayana Prasad, A., 31 aug. 2014Begeleider: van Berkel, C. H. (Afstudeerdocent 1), van Kampen, D. (Externe persoon) (Externe coach), Kloosterhuis, W. E. H. (Externe coach) & Goossens, K. G. W. (Afstudeerdocent 2)
Scriptie/Masterproef: Master
Bestand -
Accuracy and Precision of Wireless Ultrawideband Localization
Auteur: van de Beek, L., 25 okt. 2022Begeleider: Özçelebi, T. (Afstudeerdocent 1) & Dolmans, G. (Afstudeerdocent 2)
Scriptie/Masterproef: Master