TY - CHAP A1 - Scharoba, Stefan A1 - Schölzel, Mario A1 - Vierhaus, Heinrich Theodor T1 - On reliability Estimation for Combined Transient and Permanent Fault Handling T2 - 14th Biennial Baltic Electronic Conference (BEC), Tallinn, Estonia, 6-8 October 2014 Y1 - 2014 SN - 978-1-4673-9539-7 SN - 978-1-4673-9540-3 SP - 73 EP - 76 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Koal, Tobias A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - Combining Correction of Delay Faults and Transient Faults T2 - 18th International Symposium on Design and Diagnostics of Electronic Circuits & Systems, DDECS 2015 Y1 - 2015 SN - 978-1-4799-6780-3 SP - 99 EP - 102 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Scharoba, Stefan A1 - Koal, Tobias A1 - Vierhaus, Heinrich Theodor T1 - Combined Detection and Correction of Transient Faults and Delay Faults T2 - ZuE 2015, Zuverlässigkeit und Entwurf, Beiträge der 8. GMM/ITG/GI-Fachtagung 21. – 23. September 2015 in Siegen Y1 - 2015 SN - 978-3-8007-4071-0 PB - VDE-Verlag CY - Berlin ER - TY - CHAP A1 - Schölzel, Mario A1 - Koal, Tobias A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - A Multi-Layer Software Based Fault-Tolerance Approach for Heterogenous Multi-Core Systems T2 - 16th Latin-American Test Symposium (LATS 2015), Puerto Vallarta, Mexico, 25-27 March 2015 Y1 - 2015 SN - 978-1-4673-6710-3 SP - 1 EP - 6 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Koal, Tobias A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - Exploring diagnostic capabilities of software-based self-tests for production and in-field application T2 - Proceedings of the 2015 IEEE International Workshop of Electronics, Control, Measurement, Signals and Their Application to Mechatronics (ECMSM), June 22-24, 2015, Liberec, Czech Republic Y1 - 2015 SN - 978-1-4799-6970-8 SN - 978-1-4799-6973-9 SP - 1 EP - 6 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - Towards an Interactive Dependability-Aware Design Space Exploration T2 - Proceedings of the work in progress session held in connection with SEAA 2015, the 41st EUROMICRO Conference on Software Engineering and Advanced Applications and DSD 2015, the 18th EUROMICRO Conference on Digital System Design, Funchal, Madeira Y1 - 2015 SN - 978-3-902457-44-8 PB - Johannes Kepler Universität CY - Linz ER - TY - CHAP A1 - Scharoba, Stefan A1 - Lorenz, Jacob A1 - Vierhaus, Heinrich Theodor T1 - IDDD: An Interactive Dependability Driven Design Space Exploration T2 - 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE), 14 – 18 March 2016 ICC, Dresden, Germany Y1 - 2016 SN - 978-3-9815370-6-2 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - An Interactive Design Space Exploration Tool for Dependable Integrated Circuits T2 - DSD 2016, proceedings, 19th Euromicro Conference in Digital System Design, 31 August-2 September 2016, Limassol, Cyprus Y1 - 2016 SN - 978-1-5090-2817-7 SP - 714 EP - 717 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Schölzel, Mario A1 - Koal, Tobias A1 - Müller, Sebastian A1 - Scharoba, Stefan A1 - Röder, Stephanie A1 - Vierhaus, Heinrich Theodor T1 - A Comprehensive Software-Based Self-Test and Self-Repair Method for Statically Scheduled Superscalar Processors T2 - 17th IEEE Latin-American Test Symposium - LATS 2016 Y1 - 2016 SN - 978-1-5090-1331-9 U6 - https://doi.org/10.1109/LATW.2016.7483336 SP - 33 EP - 38 PB - IEEE CY - Piscataway, NJ ER - TY - CHAP A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - Fast Power Overhead Prediction for Hardware Redundancy-based Fault Tolerance T2 - IEEE 23rd International Symposium on On-Line Testing and Robust System Design (IOLTS), 3-5 July 2017, Hotel Makedonia Palace, Thessaloniki, Greece Y1 - 2017 SN - 978-1-5386-0351-2 SN - 978-1-5386-0352-9 SP - 265 EP - 270 PB - IEEE CY - Piscataway, NJ ER - TY - GEN A1 - Scharoba, Stefan A1 - Vierhaus, Heinrich Theodor T1 - Automating the Evaluation of Design Choices for Dependable Integrated Circuits T2 - MEDIAN Finale - Workshop on Manufacturable and Dependable Multicore Architectures at Nanoscale (MEDIAN 2015) Y1 - 2015 UR - http://www.median-project.eu/wp-content/uploads/MEDIAN-Finale-p7.pdf ER - TY - GEN A1 - Scharoba, Stefan A1 - Koal, Tobias A1 - Vierhaus, Heinrich Theodor T1 - Correcting Delay Faults and Transient Faults in Pipelines T2 - 8. GMM/ITG/GI-Symposium Reliability by Design, Siegen, Germany, 21-23 Sept. 2015 Y1 - 2015 SN - 978-3-8007-4071-0 SP - 7 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 - Doe, Nina A1 - Scharoba, Stefan A1 - Reichenbach, Marc A1 - Herglotz, Christian T1 - Comparison of bluetooth low energy (BLE), Wi-Fi, serial and 5G in IoMT T2 - Proceedings of the 18th international joint conference on biomedical engineering systems and technologies (BIOSTEC 2025), Porto, Portugal : Volume 2 N2 - With the inception of Industry 4.0, incorporating technologies like the Internet of Things (IoT) into healthcare has become essential. This integration is commonly referred to as the Internet of Medical Things (IoMT). The IoMT is the connection of medical devices using wired or wireless data transmission technology to allow data exchange with the goal of improving the overall healthcare delivery. Despite the numerous advantages that IoMT brings into the healthcare process, there are potential performance challenges that may occur if factors such as data quality and reliability of the IoT devices in different environmental settings are not properly considered. The purpose of this paper is to analyse the performance of connected medical IoT devices that are used for heartrate monitoring based on the aforementioned factors. The setup of the IoMT consists of sensor nodes, which transmit the Electrocardiogram (ECG) data through a multi-protocol gateway to a central server for further data processing. This paper presents the performance analysis of the comparison of four communication technologies: Serial (UART), Bluetooth Low Energy (BLE), Wi-Fi, and 5G NR for real-time ECG monitoring applications, while taking notice of environmental factors that may affect performance. The sensor data transmission is evaluated based on round trip time (RTT) latency, ensuring a desirable throughput and minimal or no data loss. The data readings were taken at varying distances (0.1m to 17m) and sampling rates (300Hz and 1000Hz). The experimental results show that while Serial communication achieves the lowest latency (3.96ms - 4.37ms), Wi-Fi demonstrates consistent Gateway-Server performance (40ms - 60msRTT), 5G excels in short-range communication (1.8ms - 2.0ms Sensor Node-Gateway RTT), and BLE providesbalanced performance (4.86ms - 7.57ms latency). Wi-Fi performed better in long-range scenarios (43.48ms -66.23ms RTT) and maintaining stable performance at longer ranges while 5G shows superior performance in short-range, high-frequency scenarios. KW - Internet of Medical Things (IoMT), Performance Evaluation, Wireless Communication, Electrocardiogram (ECG) Monitoring, Real-Time Systems Y1 - 2025 SN - 978-989-758-731-3; ISSN: 2184-4305 U6 - https://doi.org/10.5220/0013321500003911 VL - 2: HEALTHINF SP - 859 EP - 866 PB - Scitepress - Science And Technology Publications Lda. CY - Setúbal, Portugal ER -