Projects per year
Organization profile
Introduction / mission
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
Industrial applications and collaborations inspire us in our research and ensure that our research has economic and societal impact.
Organisational profile
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:
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Pervasive networking: Edge networking, (IoT) communication and interoperability, (IoT) Network resource management
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Pervasive computing: Edge computing and federated learning, Edge-driven data analytics and machine learning, Embedded AI, Explainable AI, Data flow computing
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Predictable performance: Time-sensitive networks, Realtime distributed systems, Resource management and scheduling, Formal modeling, analysis & verification, Model-based engineering of CPS
Fingerprint
Network
Profiles
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C.H. (Kees) van Berkel
- Mathematics and Computer Science - Full Professor emeritus
Person: HGL em : Full Professor emeritus
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Bram R.D. van Berlo, MSc
- Mathematics and Computer Science - Doctoral Candidate-TA
- Mathematics and Computer Science, Interconnected Resource-aware Intelligent Systems
Person: OWP : University Teacher / Researcher
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INTERSECT: NWA.1160.18.301 An Internet of Secure Things - INTERSECT
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: Research direct
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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: Research direct
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"Trust4All"
Lukkien, J. J., Verhoeven, P. H. F. M., Bondarau, E. & Chaudron, M. R. V.
1/07/05 → 1/10/07
Project: Research direct
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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 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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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 p., 984.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile15 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 p., 2302.05174.Research output: Contribution to journal › Article › Academic
Open Access
Datasets
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Data underlying the publication: Model-based simulation and threat analysis of in-vehicle networks
Lekidis, A. (Creator) & Barosan, I. (Contributor), 4TU.Centre for Research Data, 11 Nov 2019
DOI: 10.4121/uuid:43484fbd-e8a9-4884-b094-1eee9f69f458
Dataset
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Automotive Controller Area Network (CAN) Bus Intrusion Dataset v2
Dupont, G. (Contributor), Lekidis, A. (Contributor), den Hartog, J. I. (Contributor) & Etalle, S. (Contributor), 4TU.Centre for Research Data, 14 Nov 2019
DOI: 10.4121/uuid:b74b4928-c377-4585-9432-2004dfa20a5d
Dataset
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Data, software and scripts related to the Process PLS methodology manuscript
van Kollenburg, G. (Owner), Offermans, T. (Contributor) & Bouman, R. (Contributor), Mendeley Data, 22 Oct 2021
DOI: 10.17632/9x9h7fr4kn
Dataset
Prizes
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Best Paper Award - ICESS 2021
Nelissen, Geoffrey (Recipient), Arora, Jatin (Recipient), Maia, Cláudio (Recipient), Rashid, Syed Aftab (Recipient) & Tovar, Eduardo (Recipient), Dec 2021
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Best paper award of the 19th IEEE International Conference on Software Maintenance (ICSM)
Bril, Reinder J. (Recipient), Postma, A. (Recipient) & Krikhaar, René L. (Recipient), 2003
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
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Best Paper Award of the 2011 IEEE 29th International Conference on Consumer Electronics (ICCE) - 2nd place winner
Tempelaars, C. (Recipient), van den Heuvel, M.M.H.P. (Recipient), Bril, Reinder J. (Recipient) & Hentschel, Christian (Recipient), Jan 2011
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
File
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AI & Society: Journal of Knowledge, Culture and Communication (Journal)
Adam Watkins (Editorial board member)
1 Feb 2023Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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SEFI News (Journal)
Adam Watkins (Editorial board member)
30 Sept 2022Activity: Publication peer-review and editorial work types › Editorial activity › Scientific
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Curriculum Analysis Tool
Adam Watkins (Speaker)
5 Oct 2021Activity: Talk or presentation types › Plenary talk › Professional
Press/Media
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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 of Media coverage
Press/Media: Expert Comment
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Improving Product Search using Machine Learning
17/10/22
1 item of Media coverage
Press/Media: Expert Comment
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Unsupervised Attribute Extraction for Online Listings
14/10/20
1 item of Media coverage
Press/Media: Expert Comment
Impacts
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Pervasive computing
Nirvana Meratnia (Content manager) & Martijn Luyk (Administrative support)
Impact: Research Topic/Theme (at group level)
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Pervasive networking
Nirvana Meratnia (Content manager) & Martijn Luyk (Administrative support)
Impact: Research Topic/Theme (at group level)
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Predictable performance
Nirvana Meratnia (Content manager) & Martijn Luyk (Content manager)
Impact: Research Topic/Theme (at group level)
Student theses
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6LoWPAN: IPv6 for battery-less building networks
Author: Abbasi, N. A., 31 Aug 2009Supervisor: Lukkien, J. J. (Supervisor 1), van der Stok, P. D. V. (Supervisor 2), Geilen, M. C. W. (Supervisor 2) & Verhoeven, P. H. F. M. (Supervisor 2)
Student thesis: Master
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Accelerating SIFT feature extraction with a vector DSP: a feasibility study
Author: Sathyanarayana Prasad, A., 31 Aug 2014Supervisor: van Berkel, C. H. (Supervisor 1), van Kampen, D. (External person) (External coach), Kloosterhuis, W. E. H. (External coach) & Goossens, K. G. W. (Supervisor 2)
Student thesis: Master
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Accuracy and Precision of Wireless Ultrawideband Localization
Author: van de Beek, L., 25 Oct 2022Supervisor: Özçelebi, T. (Supervisor 1) & Dolmans, G. (Supervisor 2)
Student thesis: Master