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Doctoral School for Dependable Electronic-Based Systems

Doctoral School for Dependable Electronic-Based Systems

Christian Vogel (ORCID: 0000-0002-8617-5375)
  • Grant DOI 10.55776/DFH5
  • Funding program doc.funds.connect
  • Status ongoing
  • Start May 1, 2022
  • End June 30, 2026
  • Funding amount € 1,005,148
  • Project website

Disciplines

Electrical Engineering, Electronics, Information Engineering (80%); Mathematics (20%)

Keywords

    Electronic-Based Systems, Embedded Machine Learning, Electric Drives, Signal Representations, Dependability, Networked Devices

Abstract

Electronic-based systems (EBS) make our world smart by combining advanced electronics and software, often in networked systems that interact with the physical world through sensors and actuators. Since most EBS in production, transportation and infrastructures are safety critical, EBS failures may cost human lives. The number of EBS is expected to increase from the currently estimated 50 billion to several trillion within the next decade. Hence, fundamental concepts and methods, as well as application-oriented tools are required to make EBS dependable, i.e., fostering peoples trust in the daily use of EBS. Dependability is indeed a cornerstone for widespread social acceptance of EBS. As EBS combine many heterogeneous aspects software, signals, electronics, networks, sensors, and actuators they are only as dependable as their weakest part. In the doctoral school for Dependable ElectroNIc-based SystEms (DENISE), we take an interdisciplinary approach to obtain EBS dependability for the entire data processing chain from sensors to networked embedded systems executing AI-based algorithms and back to actuators. In collaboration with leading international research partners (e.g., ETH, Weizman Institute) we will establish a uniquely integrated framework across current disciplinary boundaries. DENISE extends existing close ties between Graz University of Technology (TUG) and FH JOANNEUM University of Applied Sciences (FHJ) by creating a truly joint doctoral program introducing many novel elements (e.g., cross-institutional supervision teams, cross- institutional curriculum) based on the vast international experience of its faculty. Multi- disciplinary supervision teams link up the dissertation topics, where applications motivate the design of new fundamental methods, which lead to application-driven prototypes whose evaluation will feed back into the optimization of the methods, thus closing the circle between basic research and application-oriented research in an unprecedented way. Graz is an international EBS hotspot, thus existing strengths are strengthened, and critical mass is generated by bundling expertise of both institutions. Graz EBS R&D ecosystem demands for researchers dually trained both in basic and in application-oriented research. DENISE will lead therefore to sustainable improvements in research, education, and the economy in the EBS sector.

Consortium
  • Annette Muetze, Technische Universität Graz
    consortium member (01.05.2022 -)
  • Christian Vogel, FH Joanneum
    consortium member (01.05.2022 -)
  • Joachim Schauer, FH Joanneum
    consortium member (01.05.2022 -)
  • Kay Römer, Technische Universität Graz
    consortium member (01.05.2022 -)
  • Olga Saukh, Technische Universität Graz
    consortium member (01.05.2022 -)
Research institution(s)
  • FH Joanneum
International project participants
  • Marco Liserre, Christian Albrechts Universität Kiel - Germany
  • Yonina Eldar, Weizmann Institute of Science - Israel
  • Zimu Zhou, Singapore Management University - Singapore
  • Milanic Martin, University of Primorska - Slovenia
  • Thiemo Voigt, Uppsala University - Sweden
  • Laurent Vanbever, ETH Zürich - Switzerland

Research Output

  • 7 Citations
  • 9 Publications
  • 1 Software
  • 6 Disseminations
  • 6 Scientific Awards
  • 4 Fundings
Publications
  • 2024
    Title APOTSA: Anchor placement optimisation using discrete Tabu search algorithm for area-based localisation
    DOI 10.1049/wss2.12092
    Type Journal Article
    Author Nabavi S
    Journal IET Wireless Sensor Systems
  • 2023
    Title Overview of Post-Fault Operation Strategies for Open-End Winding Machines Considering ZSC
    DOI 10.1109/ecce53617.2023.10361964
    Type Conference Proceeding Abstract
    Author Dawara A
    Pages 5067-5073
  • 2024
    Title HADS: Hardware-Aware Deep Subnetworks, ICLR Workshop on Practical ML for Limited/Low Resource Settings
    Type Other
    Author B. Maag
    Pages 10
    Link Publication
  • 2024
    Title An Optimization-Based Approach to One-Bit Quantization
    Type Conference Proceeding Abstract
    Author Mayer F
    Conference 2024 IEEE International Symposium on Circuits and Systems (ISCAS)
  • 2024
    Title Frequency-Adaptive Repetitive Control Based Zero-Sequence Current Elimination in Leg Sharing Post-Fault Operation of OW Machine Drives
    Type Conference Proceeding Abstract
    Author Dawara A.A.
    Conference The 10th International Power Electronics and Motion Control Conference-ECCE Asia (IPEMC 2024-ECCE Asia)
    Pages 1 - 6
  • 2023
    Title Automatic Parameter Exploration for Low-Power Wireless Protocols
    Type Conference Proceeding Abstract
    Author Hyder H
    Conference International Conference on Embedded Wireless Systems and Networks (EWSN)
    Pages 311-312
    Link Publication
  • 2023
    Title Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints on IoT Devices
    Type Other
    Author Corti F
    Pages 1-24
    Link Publication
  • 2023
    Title Poster Abstract: Anchor Placement Optimization for Area-Based Localization Using Tabu Search Algorithm
    Type Other
    Author Joachim Schauer
    Conference EWSN 2023
    Pages 305-306
    Link Publication
  • 2022
    Title Position Estimation Accuracy Improvement for SPMSM Sensorless Drives by Adaptive Complex-Coefficient Filter and DPLL
    DOI 10.1109/tia.2022.3204956
    Type Journal Article
    Author Chen Z
    Journal IEEE Transactions on Industry Applications
    Pages 857-865
Software
  • 2023 Link
    Title Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints on IoT Devices
    Link Link
Disseminations
  • 2022 Link
    Title Keynote at 3. Symposium on Dependable Internet of Things
    Type A talk or presentation
    Link Link
  • 2023 Link
    Title Open House FH JOANNEUM
    Type Participation in an open day or visit at my research institution
    Link Link
  • 2024 Link
    Title Distinguished Lecture with Prof. Olga Saukh
    Type Participation in an activity, workshop or similar
    Link Link
  • 2023
    Title Visit of Silicon Saxony in Graz
    Type A talk or presentation
  • 2023 Link
    Title Keynote at SmartNets 2023
    Type A talk or presentation
    Link Link
  • 2023
    Title Internal Conference of Center for Machine Learning, Technical University Graz
    Type Participation in an activity, workshop or similar
Scientific Awards
  • 2023
    Title IEEE SmartNets 2023, Istanbul, Turkey, July 26, 2023
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title TU Graz Research Day "Digital Visions", TU Graz, Sept. 21, 2022
    Type Personally asked as a key note speaker to a conference
    Level of Recognition National (any country)
  • 2022
    Title 3rd Symposium Dependable Internet of Things, TU Graz, Sept. 22, 2022
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title 2022 International Conference on Cyber Physical Systems and IoT (CPSIOT),
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title ACM International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems (ENSsys'22)
    Type Research prize
    Level of Recognition Continental/International
  • 2022
    Title EBSCON 2022, October 5, 2022
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
Fundings
  • 2023
    Title Josef Ressel Zentrum
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder Christian Doppler Research Association
  • 2023
    Title COIN Aufbau 9. AS FH-Forschung für die Wirtschaft
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder Austrian Research Promotion Agency
  • 2025
    Title EU HORIZON / HORIZON-MSCA-2023-DN-01-01
    Type Research grant (including intramural programme)
    Start of Funding 2025
    Funder European Commission
  • 2023
    Title SerWas: Sichere Resiliente Wasserwirtschaft
    Type Research grant (including intramural programme)
    Start of Funding 2023
    Funder Austrian Research Promotion Agency

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