TY - GEN A1 - Nannipieri, Pietro A1 - Giuffrida, Gianluca A1 - Lorenzo, Diana A1 - Panicacci, Silvia A1 - Zulberti, Luca A1 - Fanucci, Luca A1 - Munoz-Hernandez, Hector Gerardo A1 - Hübner, Michael T1 - ICU4SAT: A General-Purpose Reconfigurable Instrument Control Unit Based on Open Source Components T2 - IEEE Aerospace Conference (AERO), 5-12 March 2022 Y1 - 2022 SN - 978-16654-3760-8 U6 - https://doi.org/10.1109/AERO53065.2022.9843414 SP - 1 EP - 9 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Brandalero, Marcelo A1 - Veleski, Mitko A1 - Muñoz-Hernandez, Hector Gerardo A1 - Ali, Muhammad A1 - Le Jeune, Laurens A1 - Goedemé, Toon A1 - Mentens, Nele A1 - Vandendriessche, Jurgen A1 - Lhoest, Lancelot A1 - Da Silva, Bruno A. A1 - Touhafi, Abdellah A1 - Goehringer, Diana A1 - Hübner, Michael T1 - Embedded AI Techniques for Industrial Applications T2 - 31st International Conference on Field-Programmable Logic and Applications (FPL), Dresden, Germany, 30 August-3 September 2021 Y1 - 2021 SN - 978-1-6654-3759-2 U6 - https://doi.org/10.1109/FPL53798.2021.00071 SP - 374 EP - 375 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Giani, Braga A1 - Benevenuti, Fabio A1 - Gonçalves, Marcio M. A1 - Hübner, Michael A1 - Brandalero, Marcelo A1 - Kastensmidt, Fernanda A1 - Azambuja, Jose Rodrigo T1 - Evaluating softcore GPU in SRAM-based FPGA under radiation-induced effects T2 - Microelectronics Reliability Y1 - 2021 U6 - https://doi.org/10.1016/j.microrel.2021.114348 SN - 0026-2714 SN - 1872-941X VL - 126 ER - TY - GEN A1 - Gonçalves, Marcio M. A1 - Benevenuti, Fabio A1 - Munoz-Hernandez, Hector Gerardo A1 - Brandalero, Marcelo A1 - Hübner, Michael A1 - Kastensmidt, Fernanda A1 - Azambuja, Jose Rodrigo T1 - Investigating Floating-Point Implementations in a Softcore GPU under Radiation-Induced Faults T2 - 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS), virtual conference, November 23-25, 2020 Y1 - 2020 SN - 978-1-7281-6044-3 SN - 978-1-7281-6045-0 U6 - https://doi.org/10.1109/ICECS49266.2020.9294939 SP - 1 EP - 4 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Brandalero, Marcelo A1 - Ali, Muhammad A1 - Le Jeune, Laurens A1 - Munoz-Hernandez, Hector Gerardo A1 - Veleski, Mitko A1 - Silva, Bruno da A1 - Lemeire, Jan A1 - Van Beeck, Kristof A1 - Touhafi, Abdellah A1 - Goedemé, Toon A1 - Mentens, Nele A1 - Göhringer, Diana A1 - Hübner, Michael T1 - AITIA: Embedded AI Techniques for Industrial Applications T2 - International Conference on Omni-Layer Intelligent Systems (COINS), 31 August-2 September 2020, Barcelona, Spain Y1 - 2020 SN - 978-1-7281-6371-0 U6 - https://doi.org/10.1109/COINS49042.2020.9191672 SP - 1 EP - 7 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Veleski, Mitko A1 - Hübner, Michael A1 - Krstic, Milos A1 - Kraemer, Rolf T1 - Design and implementation strategy of adaptive processor-based systems for error resilient and power-efficient operation T2 - 24th International Symposium on Design and Diagnostics of Electronic Circuits & Systems, DDECS, April 7-9 2021 Y1 - 2021 SN - 978-1-6654-3595-6 U6 - https://doi.org/10.1109/DDECS52668.2021.9417023 SP - 57 EP - 62 PB - IEEE CY - Piscataway, NJ ER - TY - THES A1 - Veleski, Mitko T1 - A cross-layer framework for adaptive processor-based systems regarding error resilience and power efficiency Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:co1-opus4-61450 CY - Cottbus ; Senftenberg ER - TY - GEN A1 - Veleski, Mitko A1 - Hübner, Michael A1 - Krstic, Milos A1 - Kraemer, Rolf T1 - Towards Error Resilient and Power-Efficient Adaptive Multiprocessor System using Highly Configurable and Flexible Cross-Layer Framework T2 - IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS), IOLTS 2021, June 28-30, 2021 Y1 - 2021 SN - 978-1-6654-3370-9 U6 - https://doi.org/10.1109/IOLTS52814.2021.9486695 SP - 1 EP - 7 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Bielefeldt, Jens A1 - Basener, Kai-Uwe A1 - Khan, Siddique R. A1 - Massah, Mozhdeh A1 - Wiesbrock, Hans-Werner A1 - Scharoba, Stefan A1 - Hübner, Michael T1 - DeepTest: How Machine Learning Can Improve the Test of Embedded Systems  T2 - 10th Mediterranean Conference on Embedded Computing (MECO), 7-10 June 2021 Y1 - 2021 SN - 978-1-6654-3912-1 SN - 978-1-6654-2989-4 U6 - https://doi.org/10.1109/meco52532.2021.9460182 SP - 1 EP - 6 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Scharoba, Stefan A1 - Basener, Kai-Uwe A1 - Bielefeldt, Jens A1 - Wiesbrock, Hans-Werner A1 - Hübner, Michael T1 - Towards Machine Learning Support for Embedded System Tests T2 - 24th Euromicro Conference on Digital System Design, DSD 2021, virtual conference, 1-3 September 2021 Y1 - 2021 SN - 978-1-6654-2703-6 SN - 978-1-6654-2704-3 U6 - https://doi.org/10.1109/dsd53832.2021.00034 SP - 166 EP - 173 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Bielefeldt, Jens A1 - Basener, Kai-Uwe A1 - Khan, Siddique R. A1 - Massah, Mozhdeh A1 - Wiesbrock, Hans-Werner A1 - Scharoba, Stefan A1 - Hübner, Michael T1 - Einsatz von Deep Learning für den Test Eingebetteter Systeme  T2 - Informatik 2021: computer science & sustainability, 27. September-01. Oktober 2021, Berlin Y1 - 2021 SN - 978-3-88579-708-1 U6 - https://doi.org/10.18420/INFORMATIK2021-166 PB - Gesellschaft für Informatik e.V. CY - Bonn ER - TY - GEN A1 - Fricke, Florian A1 - Scharoba, Stefan A1 - Rachuj, Sebastian A1 - Konopik, Andreas A1 - Kluge, Florian A1 - Hofstetter, Georg A1 - Reichenbach, Marc ED - Orailoglu, Alex ED - Reichenbach, Marc ED - Jung, Matthias T1 - Application Runtime Estimation for AURIX Embedded MCU Using Deep Learning  T2 - Embedded computer systems : architectures, modeling, and simulation : 22nd International Conference, SAMOS 2022, Samos, Greece, July 3-7, 2022, proceedings Y1 - 2022 SN - 978-3-031-15073-9 SN - 978-3-031-15074-6 U6 - https://doi.org/10.1007/978-3-031-15074-6_15 SP - 235 EP - 249 PB - Springer CY - Cham ER - TY - GEN A1 - Mahmood, Safdar A1 - Scharoba, Stefan A1 - Schorlemer, Jonas A1 - Schulz, Christian A1 - Hübner, Michael A1 - Reichenbach, Marc T1 - Detecting Improvised Land-mines using Deep Neural Networks on GPR Image Dataset targeting FPGAs  T2 - IEEE Nordic Circuits and Systems Conference (NORCAS), 25-26 October 2022, Oslo, Norway Y1 - 2022 SN - 979-8-3503-4550-6 SN - 979-8-3503-4551-3 U6 - https://doi.org/10.1109/norcas57515.2022.9934735 SP - 1 EP - 7 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Mahmood, Safdar A1 - Hübner, Michael A1 - Reichenbach, Marc ED - Palumbo, Francesca ED - Keramidas, Georgios ED - Voros, Nikolaos ED - Diniz, Pedro C. T1 - A Design-Space Exploration Framework for Application-Specific Machine Learning Targeting Reconfigurable Computing T2 - Applied Reconfigurable Computing. Architectures, Tools, and Applications, 19th International Symposium, ARC 2023, Cottbus, Germany, September 27-29, 2023 Y1 - 2023 SN - 978-3-031-42921-7 SN - 978-3-031-42920-0 U6 - https://doi.org/10.1007/978-3-031-42921-7_27 SP - 371 EP - 374 PB - Springer CY - Cham ER - TY - GEN A1 - Vishwakarma, Abhinav A1 - Fritscher, Markus A1 - Hagelauer, Amelie A1 - Reichenbach, Marc T1 - An RRAM-based building block for reprogrammable non-uniform sampling ADCs T2 - Information Technology : it Y1 - 2023 U6 - https://doi.org/10.1515/itit-2023-0021 SN - 2196-7032 VL - 65 IS - 1-2 SP - 39 EP - 51 ER - TY - GEN A1 - Da Silva, Samuel Souza A1 - Cardoso, Matheus A1 - Nardo, Lucas A1 - Nepomuceno, Erivelton A1 - Hübner, Michael A1 - Arias-Garcia, Janier T1 - A New Chaos-Based PRNG Hardware Architecture Using The HUB Fixed-Point Format T2 - IEEE Transactions on Instrumentation and Measurement Y1 - 2023 U6 - https://doi.org/10.1109/TIM.2023.3235457 SN - 1557-9662 SN - 0018-9456 VL - Vol. 72 SP - 1 EP - 8 ER - TY - GEN A1 - Knödtel, Johannes A1 - Rachuj, Sebastian A1 - Reichenbach, Marc T1 - Suitability of ISAs for Data Paths Based on Redundant Number Systems: Is RISC-V the best? T2 - 25th Euromicro Conference on Digital System Design (DSD), 31 August 2022 - 02 September 2022, Maspalomas, Spain Y1 - 2022 U6 - https://doi.org/10.1109/DSD57027.2022.00041 SP - 247 EP - 253 PB - IEEE ER - TY - GEN A1 - Shahin, Keyvan A1 - Rotta, Randolf A1 - Archila, Oscar A1 - Mykytyn, Pavlo A1 - Nattke, Matthias A1 - Reichenbach, Marc A1 - Nolte, Jörg A1 - Natarov, Roman T1 - A Modular Communication Architecture for Adaptive UAV Swarms T2 - 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS) N2 - Small Unmanned Aerial Vehicles (UAVs) have vast application potential from industrial logistics and disaster monitoring to smart farming, for example, to create maps with Normalized Difference Vegetation Index (NDVI) cameras and AI-based image classification or the precision spot application of fertilizers. Operating multiple UAVs in parallel, including those with different specializations, enables efficient coverage of large areas. While existing research focused mainly on predefined flight formations for swarms or autonomous missions for single UAVs, the focus of this work is on multiple UAVs with individually adaptable missions. We derive communication system requirements from swarm coordination algorithms and present a respective design. The resulting modular architecture enables future research on autonomous adaptive UAV swarms and their use as flying sensor platforms. Y1 - 2023 SN - 979-8-3503-4647-3 SN - 979-8-3503-4648-0 U6 - https://doi.org/10.1109/COINS57856.2023.10189245 PB - IEEE CY - Berlin ER - TY - GEN A1 - Schwenger, Lars A1 - Holzinger, Philipp A1 - Fey, Dietmar A1 - Munoz-Hernandez, Hector Gerardo A1 - Reichenbach, Marc ED - Orailoglu, Alex ED - Reichenbach, Marc ED - Jung, Matthias T1 - EasyHBM: Simple and Fast HBM Access for FPGAs Using High-Level-Synthesis T2 - Embedded computer systems : architectures, modeling, and simulation : 22nd International Conference, SAMOS 2022, Samos, Greece, July 3-7, 2022, proceedings Y1 - 2022 SN - 978-3-031-15073-9 SN - 978-3-031-15074-6 SP - 43 EP - 60 PB - Springer CY - Cham ER - TY - GEN A1 - Knödtel, Johannes A1 - Munoz-Hernandez, Hector Gerardo A1 - Lehnert, Alexander A1 - Thieu, Gia Bao A1 - Gesper, Sven A1 - Payá-Vayá, Guillermo A1 - Reichenbach, Marc ED - Palumbo, Francesca ED - Keramidas, Georgios ED - Voros, Nikolaos ED - Diniz, Pedro C. T1 - TAPRE-HBM: Trace-Based Processor Rapid Emulation Using HBM on FPGAs T2 - Applied Reconfigurable Computing. Architectures, Tools, and Applications, 19th International Symposium, ARC 2023, Cottbus, Germany, September 27–29, 2023, Proceedings Y1 - 2023 SN - 978-3-031-42920-0 SN - 978-3-031-42921-7 U6 - https://doi.org/10.1007/978-3-031-42921-7_21 SP - 307 EP - 321 PB - Springer CY - Cham ER - TY - GEN A1 - Herglotz, Christian A1 - Och, Hannah A1 - Meyer, Anna A1 - Ramasubbu, Geetha A1 - Eichermüller, Lena A1 - Kränzler, Matthias A1 - Brand, Fabian A1 - Fischer, Kristian A1 - Nguyen, Dat Thanh A1 - Regensky, Andy A1 - Kaup, André T1 - The Bjøntegaard Bible Why Your Way of Comparing Video Codecs May Be Wrong T2 - IEEE Transactions on Image Processing N2 - In this paper, we provide an in-depth assessment on the Bjøntegaard Delta. We construct a large data set of video compression performance comparisons using a diverse set of metrics including PSNR, VMAF, bitrate, and processing energies. These metrics are evaluated for visual data types such as classic perspective video, 360° video, point clouds, and screen content. As compression technology, we consider multiple hybrid video codecs as well as state-of-the-art neural network based compression methods. Using additional supporting points in-between standard points defined by parameters such as the quantization parameter, we assess the interpolation error of the Bjøntegaard-Delta (BD) calculus and its impact on the final BD value. From the analysis, we find that the BD calculus is most accurate in the standard application of rate-distortion comparisons with mean errors below 0.5 percentage points. For other applications and special cases, e.g., VMAF quality, energy considerations, or inter-codec comparisons, the errors are higher (up to 5 percentage points), but can be halved by using a higher number of supporting points. We finally come up with recommendations on how to use the BD calculus such that the validity of the resulting BD-values is maximized. Main recommendations are as follows: First, relative curve differences should be plotted and analyzed. Second, the logarithmic domain should be used for saturating metrics such as SSIM and VMAF. Third, BD values below a certain threshold indicated by the subset error should not be used to draw recommendations. Fourth, using two supporting points is sufficient to obtain rough performance estimates. KW - Measurement KW - Calculus KW - Codecs KW - Interpolation KW - Image coding KW - Distortion KW - Visualization Y1 - 2024 U6 - https://doi.org/10.1109/TIP.2023.3346695 SN - 1057-7149 SN - 1941-0042 IS - Volume 33 SP - 987 EP - 1001 ER - TY - GEN A1 - Herglotz, Christian A1 - Kränzler, Matthias A1 - Chu, Xixue A1 - François, Edouard A1 - He, Yong A1 - Kaup, André T1 - Extended Signaling Methods for Reduced Video Decoder Power Consumption Using Green Metadata T2 - IEEE Transactions on Circuits and Systems II: Express Briefs N2 - In this brief, we discuss one aspect of the latest MPEG standard edition on energy-efficient media consumption, also known as Green Metadata (ISO/IEC 232001-11), which is the interactive signaling for remote decoder-power reduction for peer-to-peer video conferencing. In this scenario, the receiver of a video, e.g., a battery-driven portable device, can send a dedicated request to the sender which asks for a video bitstream representation that is less complex to decode and process. Consequently, the receiver saves energy and extends operating times. We provide an overview on latest studies from the literature dealing with energy-saving aspects, which motivate the extension of the legacy Green Metadata standard. Furthermore, we explain the newly introduced syntax elements and verify their effectiveness by performing dedicated experiments. We show that the integration of these syntax elements can lead to dynamic energy savings of up to 90% for software video decoding and 80% for hardware video decoding, respectively. KW - Decoding KW - Streaming media KW - Syntactics KW - Metadata KW - Standards KW - Receivers KW - Software Y1 - 2024 U6 - https://doi.org/10.1109/TCSII.2023.3328405 SN - 1549-7747 SN - 1558-3791 VL - Volume 71 IS - Issue 3 SP - 1141 EP - 1145 ER -