@inproceedings{ScharobaSchoelzelVierhaus, author = {Scharoba, Stefan and Sch{\"o}lzel, Mario and Vierhaus, Heinrich Theodor}, title = {On reliability Estimation for Combined Transient and Permanent Fault Handling}, series = {14th Biennial Baltic Electronic Conference (BEC), Tallinn, Estonia, 6-8 October 2014}, booktitle = {14th Biennial Baltic Electronic Conference (BEC), Tallinn, Estonia, 6-8 October 2014}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-4673-9539-7}, pages = {73 -- 76}, language = {en} } @misc{KoalScharobaVierhaus, author = {Koal, Tobias and Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {Combining Correction of Delay Faults and Transient Faults}, series = {18th International Symposium on Design and Diagnostics of Electronic Circuits \& Systems, DDECS 2015}, journal = {18th International Symposium on Design and Diagnostics of Electronic Circuits \& Systems, DDECS 2015}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-4799-6780-3}, pages = {99 -- 102}, language = {en} } @inproceedings{ScharobaKoalVierhaus, author = {Scharoba, Stefan and Koal, Tobias and Vierhaus, Heinrich Theodor}, title = {Combined Detection and Correction of Transient Faults and Delay Faults}, series = {ZuE 2015, Zuverl{\"a}ssigkeit und Entwurf, Beitr{\"a}ge der 8. GMM/ITG/GI-Fachtagung 21. - 23. September 2015 in Siegen}, booktitle = {ZuE 2015, Zuverl{\"a}ssigkeit und Entwurf, Beitr{\"a}ge der 8. GMM/ITG/GI-Fachtagung 21. - 23. September 2015 in Siegen}, publisher = {VDE-Verlag}, address = {Berlin}, isbn = {978-3-8007-4071-0}, language = {en} } @inproceedings{SchoelzelKoalScharobaetal., author = {Sch{\"o}lzel, Mario and Koal, Tobias and Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {A Multi-Layer Software Based Fault-Tolerance Approach for Heterogenous Multi-Core Systems}, series = {16th Latin-American Test Symposium (LATS 2015), Puerto Vallarta, Mexico, 25-27 March 2015}, booktitle = {16th Latin-American Test Symposium (LATS 2015), Puerto Vallarta, Mexico, 25-27 March 2015}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-4673-6710-3}, pages = {1 -- 6}, language = {en} } @inproceedings{KoalScharobaVierhaus, author = {Koal, Tobias and Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {Exploring diagnostic capabilities of software-based self-tests for production and in-field application}, series = {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}, booktitle = {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}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-4799-6970-8}, pages = {1 -- 6}, language = {en} } @inproceedings{ScharobaVierhaus, author = {Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {Towards an Interactive Dependability-Aware Design Space Exploration}, series = {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}, booktitle = {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}, publisher = {Johannes Kepler Universit{\"a}t}, address = {Linz}, isbn = {978-3-902457-44-8}, language = {en} } @inproceedings{ScharobaLorenzVierhaus, author = {Scharoba, Stefan and Lorenz, Jacob and Vierhaus, Heinrich Theodor}, title = {IDDD: An Interactive Dependability Driven Design Space Exploration}, series = {2016 Design, Automation \& Test in Europe Conference \& Exhibition (DATE), 14 - 18 March 2016 ICC, Dresden, Germany}, booktitle = {2016 Design, Automation \& Test in Europe Conference \& Exhibition (DATE), 14 - 18 March 2016 ICC, Dresden, Germany}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-3-9815370-6-2}, language = {en} } @inproceedings{ScharobaVierhaus, author = {Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {An Interactive Design Space Exploration Tool for Dependable Integrated Circuits}, series = {DSD 2016, proceedings, 19th Euromicro Conference in Digital System Design, 31 August-2 September 2016, Limassol, Cyprus}, booktitle = {DSD 2016, proceedings, 19th Euromicro Conference in Digital System Design, 31 August-2 September 2016, Limassol, Cyprus}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-5090-2817-7}, pages = {714 -- 717}, language = {en} } @inproceedings{SchoelzelKoalMuelleretal., author = {Sch{\"o}lzel, Mario and Koal, Tobias and M{\"u}ller, Sebastian and Scharoba, Stefan and R{\"o}der, Stephanie and Vierhaus, Heinrich Theodor}, title = {A Comprehensive Software-Based Self-Test and Self-Repair Method for Statically Scheduled Superscalar Processors}, series = {17th IEEE Latin-American Test Symposium - LATS 2016}, booktitle = {17th IEEE Latin-American Test Symposium - LATS 2016}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-5090-1331-9}, doi = {10.1109/LATW.2016.7483336}, pages = {33 -- 38}, language = {en} } @inproceedings{ScharobaVierhaus, author = {Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {Fast Power Overhead Prediction for Hardware Redundancy-based Fault Tolerance}, series = {IEEE 23rd International Symposium on On-Line Testing and Robust System Design (IOLTS), 3-5 July 2017, Hotel Makedonia Palace, Thessaloniki, Greece}, booktitle = {IEEE 23rd International Symposium on On-Line Testing and Robust System Design (IOLTS), 3-5 July 2017, Hotel Makedonia Palace, Thessaloniki, Greece}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-5386-0351-2}, pages = {265 -- 270}, language = {en} } @misc{ScharobaVierhaus, author = {Scharoba, Stefan and Vierhaus, Heinrich Theodor}, title = {Automating the Evaluation of Design Choices for Dependable Integrated Circuits}, series = {MEDIAN Finale - Workshop on Manufacturable and Dependable Multicore Architectures at Nanoscale (MEDIAN 2015)}, journal = {MEDIAN Finale - Workshop on Manufacturable and Dependable Multicore Architectures at Nanoscale (MEDIAN 2015)}, language = {en} } @misc{ScharobaKoalVierhaus, author = {Scharoba, Stefan and Koal, Tobias and Vierhaus, Heinrich Theodor}, title = {Correcting Delay Faults and Transient Faults in Pipelines}, series = {8. GMM/ITG/GI-Symposium Reliability by Design, Siegen, Germany, 21-23 Sept. 2015}, journal = {8. GMM/ITG/GI-Symposium Reliability by Design, Siegen, Germany, 21-23 Sept. 2015}, isbn = {978-3-8007-4071-0}, pages = {7}, language = {en} } @misc{BielefeldtBasenerKhanetal., author = {Bielefeldt, Jens and Basener, Kai-Uwe and Khan, Siddique R. and Massah, Mozhdeh and Wiesbrock, Hans-Werner and Scharoba, Stefan and H{\"u}bner, Michael}, title = {DeepTest: How Machine Learning Can Improve the Test of Embedded Systems }, series = {10th Mediterranean Conference on Embedded Computing (MECO), 7-10 June 2021}, journal = {10th Mediterranean Conference on Embedded Computing (MECO), 7-10 June 2021}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-6654-3912-1}, doi = {10.1109/meco52532.2021.9460182}, pages = {1 -- 6}, language = {en} } @misc{ScharobaBasenerBielefeldtetal., author = {Scharoba, Stefan and Basener, Kai-Uwe and Bielefeldt, Jens and Wiesbrock, Hans-Werner and H{\"u}bner, Michael}, title = {Towards Machine Learning Support for Embedded System Tests}, series = {24th Euromicro Conference on Digital System Design, DSD 2021, virtual conference, 1-3 September 2021}, journal = {24th Euromicro Conference on Digital System Design, DSD 2021, virtual conference, 1-3 September 2021}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-6654-2703-6}, doi = {10.1109/dsd53832.2021.00034}, pages = {166 -- 173}, language = {en} } @misc{BielefeldtBasenerKhanetal., author = {Bielefeldt, Jens and Basener, Kai-Uwe and Khan, Siddique R. and Massah, Mozhdeh and Wiesbrock, Hans-Werner and Scharoba, Stefan and H{\"u}bner, Michael}, title = {Einsatz von Deep Learning f{\"u}r den Test Eingebetteter Systeme }, series = {Informatik 2021: computer science \& sustainability, 27. September-01. Oktober 2021, Berlin}, journal = {Informatik 2021: computer science \& sustainability, 27. September-01. Oktober 2021, Berlin}, publisher = {Gesellschaft f{\"u}r Informatik e.V.}, address = {Bonn}, isbn = {978-3-88579-708-1}, doi = {10.18420/INFORMATIK2021-166}, language = {de} } @misc{FrickeScharobaRachujetal., author = {Fricke, Florian and Scharoba, Stefan and Rachuj, Sebastian and Konopik, Andreas and Kluge, Florian and Hofstetter, Georg and Reichenbach, Marc}, title = {Application Runtime Estimation for AURIX Embedded MCU Using Deep Learning }, series = {Embedded computer systems : architectures, modeling, and simulation : 22nd International Conference, SAMOS 2022, Samos, Greece, July 3-7, 2022, proceedings}, journal = {Embedded computer systems : architectures, modeling, and simulation : 22nd International Conference, SAMOS 2022, Samos, Greece, July 3-7, 2022, proceedings}, editor = {Orailoglu, Alex and Reichenbach, Marc and Jung, Matthias}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-15073-9}, doi = {10.1007/978-3-031-15074-6_15}, pages = {235 -- 249}, language = {en} } @misc{MahmoodScharobaSchorlemeretal., author = {Mahmood, Safdar and Scharoba, Stefan and Schorlemer, Jonas and Schulz, Christian and H{\"u}bner, Michael and Reichenbach, Marc}, title = {Detecting Improvised Land-mines using Deep Neural Networks on GPR Image Dataset targeting FPGAs }, series = {IEEE Nordic Circuits and Systems Conference (NORCAS), 25-26 October 2022, Oslo, Norway}, journal = {IEEE Nordic Circuits and Systems Conference (NORCAS), 25-26 October 2022, Oslo, Norway}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {979-8-3503-4550-6}, doi = {10.1109/norcas57515.2022.9934735}, pages = {1 -- 7}, language = {en} } @misc{DoeScharobaReichenbachetal., author = {Doe, Nina and Scharoba, Stefan and Reichenbach, Marc and Herglotz, Christian}, title = {Comparison of bluetooth low energy (BLE), Wi-Fi, serial and 5G in IoMT}, series = {Proceedings of the 18th international joint conference on biomedical engineering systems and technologies (BIOSTEC 2025), Porto, Portugal : Volume 2}, volume = {2: HEALTHINF}, journal = {Proceedings of the 18th international joint conference on biomedical engineering systems and technologies (BIOSTEC 2025), Porto, Portugal : Volume 2}, publisher = {Scitepress - Science And Technology Publications Lda.}, address = {Set{\´u}bal, Portugal}, isbn = {978-989-758-731-3; ISSN: 2184-4305}, doi = {10.5220/0013321500003911}, pages = {859 -- 866}, abstract = {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.}, language = {en} }