
Ulf Kulau
Prof. Dr.-Ing. Ulf Kulau
Juniorprofessor
Mail: ulf.kulau@tuhh.deTelefon: +49 40 42878 2601
Adresse: Am Schwarzenberg 3 (E), 4.094
Personensuche: Zum Eintrag
Projects
- Wireless Compose 2: Ballistocardiography for Extraterrestrial Applications and long-Term missions
- For the demonstration, Wireless Compose-2 will operate several experiments, with a specific focus on the scientific and medical BEAT (Ballistocardiography for Extraterrestrial Applications and long-Term missions) experiment on ISS
- TRIPLE-nanoAUV: Building access to outer planetary oceans
- TRIPLE stands for – Technologies for Rapid Ice Penetration and subglacial Lake Exploration.
Past Projects
- REAP: Robuste, energieeffiziente drahtlose Sensornetze für realistische Außeneinsatzszenarien durch Adaption von Betriebs-Parametern (DFG: BU 3282/2-1)
- Monitoring the changing environmental conditions allows to benefit from the systems dynamics. Realistic models for energy and reliability will be derived from these measurements. Combined with the knowledge about the characteristics of the nodes in the network, this information can, e.g., be used for routing decisions, task scheduling, and processing within the network.
- PotatoNet: Outdoor Testbed zur Evaluation drahtloser Sensornetze unter realen Umgebungsbedingungen
- Das PotatoNet ist ein Versuchsaufbau, welcher es erlaubt Hardware und Routingprotokolle von selbstentwickelten Sensorknoten unter realen, zum Teil extremen, Betriebsbedingungen zu untersuchen.
- INGA: Inexpensive Node for General Applications
- INGA is an open source wireless sensor node for anything. INGA was developed at IBR (TU Braunschweig) as Inexpensive Node for General Applications and is used in numerous projects. The motivation to develop INGA was driven by the need for a reasonable, cheap and expandable node for several use cases.
- 5GSatOpt: Building access to outer planetary oceans
- Das Projekt 5GSatOpt behandelt die Integration von Satellitenkonstellationen kleiner Satelliten mit 5G.
Teaching and Courses
Awards und Grants
- 2020: DLR InnoSpace Masters Challange 2nd Place, InnoSpace Masters
- 2018: IEEE SenseApp 2018 - Best Paper Award Effective but Lightweight Online Selftest for Energy-Constrained WSNs
- 2017: eCare Preis (INBED)
- 2017: EWSN2017 - Best Demo Award Demo: Brzzz - A Simplistic but Highly Useful Secondary Channel for WSNs
- 2016: Dissertationspreis der ckc-group
- 2008 – 2012 Stipendiat der „Studienstiftung des deutschen Volkes“
- 2011: Braunschweiger Bürgerpreis
- 2003: Bundessieger im Bundesleistungswettbewerb 2003 im Wettbewerbsberuf Informationselektroniker
- 2003: Landessieger (Schleswig-Holstein) im Wettbewerbsberuf Informationselektroniker
Publications
2023
- Efficient Online Compression for MEMS based BCG Wearable Sensors on ULP FPGA
-
2023 29th 10th IEEE International Symposium on Inertial Sensors and Systems (Inertial 2023)2023.
10.1109/INERTIAL56358.2023.10103939 [BibTex]
- reUpNix: Reconfigurable and Updateable Embedded Systems
-
Proceedings of the 24th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded SystemsACM Press2023Accepted at LCTES'23, to appear.
[BibTex]
2022
- A Differential BCG Sensor System for Long Term Health Monitoring Experiment on the ISS
-
2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS)2022.
10.1109/DCOSS54816.2022.00028 [BibTex]
- A High-Performance Mass Memory Unit for Next Generation Satellite Systems
-
73st International Astronautical Congress, IAC 20222022.
[BibTex]
- A Wireless Communication Network with a Ballistocardiography Experiment on the ISS: Scenario, Components and Pre-Flight Demonstration
-
IEEE Journal of Radio Frequency Identification2022.
10.1109/JRFID.2022.3166026 [BibTex]
- Adaptive J-Wave Detection Architecture for Online BCG-Complex Recognition on FPGA
-
2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS)2022.
10.1109/ICECS202256217.2022.9970970 [BibTex]
- Analysis of Temperature Effects in Heterogeneous Outdoor Wireless Sensor Networks
-
2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS)2022.
10.1109/MASS56207.2022.00027 [BibTex]
- Beat to BEAT - Non-Invasive Investigation of Cardiac Function on the International Space Station
-
Studies in health technology and informatics2022.
10.3233/SHTI220669 [BibTex]
- Demo: BCG Measurement by differential Sensing in Real-Time
-
2022 International Conference on Distributed Computing in Sensor Systems (DCOSS)2022Accepted for Publication.
[BibTex]
- Seismocardiography with Smartphones: No Leap from Bench to Bedside (Yet)
-
Studies in health technology and informatics2022.
10.3233/SHTI220715 [BibTex]
- Time Bias Awareness in ECG-Based Multiple Source Data Matching
-
Studies in health technology and informatics2022.
10.3233/SHTI220668 [BibTex]
- ns-3-leo: Evaluation Tool for Satellite Swarm Communication Protocols
-
IEEE Access2022.
10.1109/ACCESS.2022.3146770 [BibTex]
2021
- A Precise, Parallel and Scalable Measurement System for Ballistocardiographic Research
-
Smart Health192021.
https://doi.org/10.1016/j.smhl.2020.100169 [BibTex]
- AI for orbital-terrestrial networks – key enabler for true global wireless connectivity
-
ITG News2021.
[BibTex]
- Investigation & Mitigation of the Energy Efficiency Impact of Node Resets in RPL
-
Ad Hoc Networks1142021.
https://doi.org/10.1016/j.adhoc.2021.102417 [BibTex]
- The HPDPU -High-Performance Data Processing Unit for Future Satellite Communication Systems
-
IEEE Journal of Radio Frequency Identification2021.
10.1109/JRFID.2021.3089286 [BibTex]
- Towards modular and scalable on-board computer architecture
-
it - Information Technology63.42021.
doi:10.1515/itit-2020-0037 [BibTex]
- Wireless Compose-2: A wireless communication network with a Ballistocardiography Smart-Shirt experiment in the ISS Columbus module
-
2021 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)2021.
[BibTex]
2020
- A High-Performance Data Processing Unit for Next Generation Satellite Transceivers
-
2020 IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE)2020.
[BibTex]
- Development of a Presentation Interface for Seismo-and Ballistocardiographic Data
-
International Conference on Informatics, Management, and Technology in Healthcare2020.
[BibTex]
- Expandable COTS based OBC Architecture with Mass Memory Capabilities
-
ASD Eurospace - Data Systems in Aerospace (DASIA)2020Accepted for Publication.
[BibTex]
- Flexible FPGA Architecture for Compact High-Performance PDHU and OBC-Mass Memory
-
ESA 5th SpacE FPGA Users Workshop (SEFUW 2020)2020.
[BibTex]
- MOSAIC: The impact of open modular standards on Satellite Data Handling Systems
-
Advanced Data Handling Architecture Workshop (ADHA 2020)2020White Paper.
[BibTex]
- Seismocardiography On Infants And Kids
-
2020 Computing in Cardiology (CinC)IEEE2020Accepted for Publication.
[BibTex]
- Towards accurate bit error simulation in wireless sensor networks including environmental influences
-
Journal of Computer Science and Technology35.4Springer2020.
https://doi.org/10.1007/s11390-020-0241-8 [BibTex]
2019
- A Compact High-Performance Payload Data Handling Unit For Earth Observation and Science Satellites
-
ASD Eurospace - Data Systems in Aerospace (DASIA)2019.
[BibTex]
- Ballistocardiography on Planes - Development Challenges for a Research Measurement System
-
Proceedings of the 18th GI/ITG KuVS Fachgespräch Drahtlose Sensornetze2019.
[BibTex]
- DUO: Integration of Dependable Undervolting in Operating Systems
-
Proceedings of the 7th International Workshop on Energy Harvesting & Energy-Neutral Sensing SystemsACM2019.
[BibTex]
- First Feasibility Analysis of Ballistocardiography on a Passenger Flight
-
MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics, Lyon, France, 25-30 August 2019IOS Press2019.
10.3233/SHTI190578 [BibTex]
- High-Resolution Synchronous Digital Ballistocardiography Setup
-
2019 Computing in Cardiology (CinC)IEEE2019.
[BibTex]
- How is your Heart Acceleration : The Collection of BCG Ground-Truth Data
-
2019.
[BibTex]
- INBED: A Highly Specialized System for Bed-Exit-Detection and Fall Prevention on a Geriatric Ward
-
Sensors19.5Multidisciplinary Digital Publishing Institute2019.
[BibTex]
- Poster: 5GSatOpt- Design Evaluation and optimization of 5G Satellite Consteallations for the Internet of Everything and Everywhere
-
6. Nationale Konferenz Satellitenkommunikation in Deutschland2019.
[BibTex]
- Towards Accurate Bit Error Simulation in Wireless Sensor Networks Including Environmental Influences
-
2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems (MASS)2019.
10.1109/MASS.2019.00019 [BibTex]
- Wireless Sensor Network for Fall Prevention on Geriatric Wards: A Report
-
MEDINFO 2019: Health and Wellbeing e-Networks for All - Proceedings of the 17th World Congress on Medical and Health Informatics, Lyon, France, 25-30 August 2019IOS Press2019.
10.3233/SHTI190297 [BibTex]
2018
- A Feasibility Study on Energy Harvesting from Soil Temperature Differences
-
Proceedings of the 7th International Workshop on Real-World Embedded Wireless Systems and NetworksACM2018.
[BibTex]
- A Flexible Software Framework for Real-World Experiments and Temperature-Controlled Testbeds
-
Proceedings of the 12th International Workshop on Wireless Network Testbeds, Experimental Evaluation & CharacterizationACM2018.
[BibTex]
- Course: Energy Efficiency in Embedded Systems – A System-Level Perspective for Computer Scientists
-
12th European Workshop on Microelectronics Education (EWME), 20182018.
[BibTex]
- Demo: Scheduling for Passive Undervolting of Peripheral Components
-
Proceedings of the 17th GI/ITG KuVS Fachgespräch Drahtlose Sensornetze2018.
10.24355/dbbs.084-201809121401-1 [BibTex]
- Effective but Lightweight Online Selftest for Energy-Constrained WSNs
-
Thirteenth IEEE Workshop on Practical Issues in Building Sensor Network Applications 2018 (IEEE SenseApp 2018)2018Best Paper Award.
[BibTex]
- How Different Transceiver Hardware Effects Concurrent Transmissions in WSNs
-
International Conference on Distributed Computing in Sensor Systems (DCOSS 2018)2018.
[BibTex]
- PulseHV: Opportunistic Data Transmissions over High Voltage Pulses for Smart Farming Applications
-
Proceedings of the 14th IEEE International Conference on Distributed Computing in Sensor Systems2018.
[BibTex]
- Representation Learning for Sensor-based Device Pairing
-
Proceedings of PerCom Work in Progress on Pervasive Computing and Communications 20182018.
[BibTex]
- The Philosophy of Mission-Oriented Sensor Networks and Systems
-
Springer2018.
[BibTex]
2017
- AWuR: An Adaptive Routing Protocol for Energy Efficient Two-Platform Nodes in Wireless DTNs
-
The 14th International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2017) (IEEE MASS'17)2017.
[BibTex]
- Adaptive Wireless Sensor Networks: Robust but Efficient
-
Proc. IDEA League Doctoral School on Transiently Powered Computing2017.
[BibTex]
- Demo: Brzzz - A Simplistic but Highly Useful Secondary Channel for WSNs
-
Proceedings of the International Conference on Embedded Wireless Systems and Networks2017Best Demo Award.
[BibTex]
- Energy Efficiency Impact of Transient Node Failures when using RPL
-
Proceedings of the 18th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks2017accepted for publication.
[BibTex]
- InBed: Inexpensive Node for Bed-Exit Detection: A Wearable Fall Prevention System
-
Innovation in Aging, IAGG 2017 World Congress2017.
10.1093/geroni/igx004.3689 [BibTex]
- Poster Abstract: HeartBeat the Odds – A Novel Digital Ballistocardiographic Sensor System
-
Proceedings of the 15th annual international conference on Embedded Networked Sensor SystemsACM2017.
[BibTex]
- Poster: Towards realistic lifetime estimation in battery-powered IoT devices
-
Proceedings of the 15th annual international conference on Embedded Networked Sensor SystemsACM2017.
[BibTex]
- REAPer – Adaptive Micro-Source Energy-Harvester for Wireless Sensor Nodes
-
Twelfth IEEE Workshop on Practical Issues in Building Sensor Network Applications 2017 (IEEE SenseApp 2017)2017.
[BibTex]
2016
- Demo: PotatoScope - Scalable and Dependable Distributed Energy Measurement for WSNs
-
IEEE SECON 2016 Conference Proceedings2016.
[BibTex]
- Distributed Energy Measurement in WSNs for Outdoor Applications
-
IEEE International Conference on Sensing, Communication and Networking Conference2016.
[BibTex]
- Dynamic Sample Rate Adaptation for Long-Term IoT Sensing Applications
-
IEEE World Forum on Internet of Things 2016 (WF-IoT)2016.
[BibTex]
- IdealVolting – Reliable Undervolting on Wireless Sensor Nodes
-
ACM Transactions on Sensor Networks (TOSN)12.2ACM2016.
[BibTex]
- Low Cost Temperature Controlled Testbed for WSNs
-
Proceedings of the 15th GI/ITG KuVS Fachgespräch Drahtlose Sensornetze2016.
[BibTex]
- On Reliable Undervolting in Wireless Sensor Networks
-
TU Braunschweig2016Dissertation.
[BibTex]
- Undervolting in Real World WSN Applications: A Long-Term Study
-
the 12th IEEE International Conference on Distributed Computing in Sensor Systems2016.
[BibTex]
2015
- A Clustering-Based Characteristic Model for Unreliable Sensor Network Data
-
IEEE World Forum on Internet of Things2015.
[BibTex]
- Demo: PotatoNet – Robust Outdoor Testbed for WSNs: Experiment Like on Your Desk. Outside.
-
the 10th ACM MobiCom Workshop on Challenged Networks2015.
[BibTex]
- Demo: Voltage Scheduling of Peripheral Components on Wireless Sensor Nodes
-
the 12th European Conference on Wireless Sensor Networks2015.
[BibTex]
- Paint it Black – Increase WSN Energy Efficiency with the Right Housing
-
the 6th ACM Workshop on Real World Wireless Sensor Networks2015.
[BibTex]
- PotatoNet – Outdoor WSN Testbed for Smart Farming Applications
-
Proceedings of the 14th GI/ITG KuVS Fachgespräch Drahtlose Sensornetze2015.
[BibTex]
- Undervolting in WSNs: Theory and Practice
-
Internet of Things Journal, IEEE2.32015.
10.1109/JIOT.2014.2384207 [BibTex]
2014
- Ballistic Deployment of WSN Nodes using Model Rockets
-
the 6th Extreme Conference of Communication2014.
[BibTex]
- Energy-Efficient Voltage Scheduling of Peripheral Components on Wireless Sensor Nodes
-
IEEE International Conference on Communications Workshop on Energy Efficiency in Wireless Networks & Wireless Networks for Energy Efficiency2014.
[BibTex]
- Undervolting in WSNs – A Feasibility Analysis
-
IEEE World Forum on Internet of Things 20142014.
[BibTex]
2013
- {A Node's Life: Increasing WSN Lifetime by Dynamic Voltage Scaling}
-
the 9th IEEE International Conference on Distributed Computing in Sensor Systems 20132013.
[BibTex]
- {Demo: A Node's Life – Increasing WSN Lifetime by Dynamic Voltage Scaling}
-
the 9th IEEE International Conference on Distributed Computing in Sensor Systems 20132013.
[BibTex]
2012
- Comparison and validation of capacitive accelerometers for health care applications
-
Computer Methods and Programs in Biomedicine106.2Elsevier2012.
10.1016/j.cmpb.2011.10.009 [BibTex]
2011
- Demo: INGA - An Inexpensive Node for General Applications
-
the 9th ACM Conference on Embedded Networked Sensor Systems2011.
[BibTex]
- INGA - Architektur eines universell einsetzbaren Sensorknotens
-
Proceedings of the 10th GI/ITG KuVS Fachgespräch Drahtlose Sensornetze2011.
[BibTex]
Supervised Theses
Open Theses Topics
Implementation and Evaluation of an efficient chest-worn PPG Sensor

Typ: Bachelorarbeit
Status: offen
Supervisors: Ulf Kulau
Among other things, PPG is a good reference method for reliably detecting heartbeat and heart rate. For this purpose, there are a number of possible optical frotends and biosensor modules, which will be miniaturized, implemented on a pcb and evaluated in detail.
Status: offen
Supervisors: Ulf Kulau
Among other things, PPG is a good reference method for reliably detecting heartbeat and heart rate. For this purpose, there are a number of possible optical frotends and biosensor modules, which will be miniaturized, implemented on a pcb and evaluated in detail.
I3C Interface Implementation and IMU Performance Evaluation on FPGA

Typ: Masterarbeit
Status: offen
Supervisors: Ulf Kulau
Between I2C and SPI, I3C has established itself since 2017 as an updated protocol for serial bus communication with sensors. Finally, an I3C host interface will be implemented on an FPGA and a performance evaluation will be performed using two IMUs.
Status: offen
Supervisors: Ulf Kulau
Between I2C and SPI, I3C has established itself since 2017 as an updated protocol for serial bus communication with sensors. Finally, an I3C host interface will be implemented on an FPGA and a performance evaluation will be performed using two IMUs.
Power Supply and Wireless Charging of miniaturized Sensor System

Typ: Masterarbeit
Status: offen
Supervisors: Ulf Kulau
In this master thesis, the power supply including the possibility of wireless charging for a highly miniaturized sensor system is to be developed and evaluated. The focus is on a solution that is as small and efficient as possible and requires very little weight.
Status: offen
Supervisors: Ulf Kulau
In this master thesis, the power supply including the possibility of wireless charging for a highly miniaturized sensor system is to be developed and evaluated. The focus is on a solution that is as small and efficient as possible and requires very little weight.
Finished Student Theses
Towards a resource efficient system for ecoacoustic recording

Typ: Bachelorarbeit
Status: abgeschlossen
Supervisors: Ulf Kulau
Bearbeiter: Jan Lueken (abgegeben: 23. Sep 2022)
In this thesis, the possibilities for increasing the efficiency of ecoacoustic systems are investigated. For this purpose, a prototype ecoacoustic sensor system is built and data is collected and evaluated in a field test
Status: abgeschlossen
Supervisors: Ulf Kulau
Bearbeiter: Jan Lueken (abgegeben: 23. Sep 2022)
In this thesis, the possibilities for increasing the efficiency of ecoacoustic systems are investigated. For this purpose, a prototype ecoacoustic sensor system is built and data is collected and evaluated in a field test
Integration and Evaluation of picorv32 RISC-V on ICE40 FPGA

Typ: Forschungsprojekt
Status: abgeschlossen
Supervisors: Ulf Kulau
Integration of picorv32 on ICE40 FPGA and performance evaluation
Status: abgeschlossen
Supervisors: Ulf Kulau
Integration of picorv32 on ICE40 FPGA and performance evaluation
Energy Harvesting für Unterwasser-Sensoren und Nutzung des Energiesignals zur Bestimmung von Strömungsparametern

Typ: Bachelorarbeit
Status: abgeschlossen
Supervisors: Ulf Kulau
In dieser Arbeit soll ein Energy-Harvesting System entwickelt werden, welches aus der Wellenbewegung Energie für den Betrieb von Unterwasser-Sensorik erzeugt. Dabei soll ferner untersucht werden, in wie weit unter Berücksichtigung der Verluste beim Harvesting auf mögliche Wellenbewegungen rückgeschlossen werden kann.
Status: abgeschlossen
Supervisors: Ulf Kulau
In dieser Arbeit soll ein Energy-Harvesting System entwickelt werden, welches aus der Wellenbewegung Energie für den Betrieb von Unterwasser-Sensorik erzeugt. Dabei soll ferner untersucht werden, in wie weit unter Berücksichtigung der Verluste beim Harvesting auf mögliche Wellenbewegungen rückgeschlossen werden kann.
Skalierbare Sicherheitsarchitektur für Frequenzumrichter - Analyse von Maßnahmen für den funktional sicheren Betrieb von eingebetteten Systemen

Typ: Masterarbeit
Status: abgeschlossen
Supervisors: Ulf Kulau
Hierbei handelt es sich um eine gemeinsam betreute Abschlussarbeit zusammen mit der NORD GmbH & Co. KG. Aus Gründen der Vertraulichkeit, wird auf dieser Webseite keine inhaltliche Zusammenfassung veröffentlicht. Bei Interesse bitte direkt an Ulf Kulau wenden.
Status: abgeschlossen
Supervisors: Ulf Kulau
Hierbei handelt es sich um eine gemeinsam betreute Abschlussarbeit zusammen mit der NORD GmbH & Co. KG. Aus Gründen der Vertraulichkeit, wird auf dieser Webseite keine inhaltliche Zusammenfassung veröffentlicht. Bei Interesse bitte direkt an Ulf Kulau wenden.
Design of Calibration Algorithm for Single Channel NDIR CO2 Sensor

Typ: Masterarbeit
Status: abgeschlossen
Supervisors: Ulf Kulau
This is a jointly supervised thesis together with Renesas Electronics Germany GmbH. For reasons of confidentiality, no summary of the content will be published on this website. If you are interested, please contact Ulf Kulau directly.
Status: abgeschlossen
Supervisors: Ulf Kulau
This is a jointly supervised thesis together with Renesas Electronics Germany GmbH. For reasons of confidentiality, no summary of the content will be published on this website. If you are interested, please contact Ulf Kulau directly.
Eingebettete KI zur sensornahen Auswertung von BCG Signalen

Typ: Masterarbeit
Status: abgeschlossen
Supervisors: Ulf Kulau
In dieser Arbeit soll untersucht werden, wie BCG und SCG Signale auf einem ressourcenbeschränkten System mittel eingebetteter KI ausgewertet werden können. Hierzu sollen zunächst existierende Frameworks auf ihre Eignung geprüft werden. Ein neuronales Netz soll entworfen und mit existierenden Daten trainiert werden. Eine abschließende Evaluation auf einm Mikrocontroller soll die Machbarkeit demonstrieren.
Status: abgeschlossen
Supervisors: Ulf Kulau
In dieser Arbeit soll untersucht werden, wie BCG und SCG Signale auf einem ressourcenbeschränkten System mittel eingebetteter KI ausgewertet werden können. Hierzu sollen zunächst existierende Frameworks auf ihre Eignung geprüft werden. Ein neuronales Netz soll entworfen und mit existierenden Daten trainiert werden. Eine abschließende Evaluation auf einm Mikrocontroller soll die Machbarkeit demonstrieren.
Evaluation von Undervolting auf LP FPGAs

Typ: Masterarbeit
Status: abgeschlossen
Supervisors: Ulf Kulau
Bearbeiter: Lucas Bublitz (abgegeben: 30. Oct 2022)
In dieser Arbeit soll grundlegend untersucht werden, in weit es möglich ist Low Power FPGAs unterhalb ihrer spezifizierten Spannung betreiben zu können. Um dies eingehend untersuchen zu können, muss eine Testbench entwickelt und evaluiert werden, welche hohe Präzision und Robustheit gegenüber bspw. Temperatureinflüssen erfüllen muss. Eine abschließende Messkampagne soll erste Ergebnisse bezüglich der Machbarkeit von Undervolting auf LP FPGAs zeigen.
Status: abgeschlossen
Supervisors: Ulf Kulau
Bearbeiter: Lucas Bublitz (abgegeben: 30. Oct 2022)
In dieser Arbeit soll grundlegend untersucht werden, in weit es möglich ist Low Power FPGAs unterhalb ihrer spezifizierten Spannung betreiben zu können. Um dies eingehend untersuchen zu können, muss eine Testbench entwickelt und evaluiert werden, welche hohe Präzision und Robustheit gegenüber bspw. Temperatureinflüssen erfüllen muss. Eine abschließende Messkampagne soll erste Ergebnisse bezüglich der Machbarkeit von Undervolting auf LP FPGAs zeigen.
Anomaly Detection from BCG Signal With Artificial Intelligence

Typ: Forschungsprojekt
Status: abgeschlossen
Supervisors: Ulf Kulau
Project: PotatoNet
Recent advancement in artificial intelligence shows promises to detect anomaly from continuous data accurately and reliably without any supervision. Thus, in this work, we will do research on developing a deep learn- ing model to detect anomaly from continuous BCG data.
Status: abgeschlossen
Supervisors: Ulf Kulau
Project: PotatoNet
Recent advancement in artificial intelligence shows promises to detect anomaly from continuous data accurately and reliably without any supervision. Thus, in this work, we will do research on developing a deep learn- ing model to detect anomaly from continuous BCG data.
Efficient online Compression of BCG Data

Typ: Forschungsprojekt
Status: abgeschlossen
Supervisors: Ulf Kulau
Project: Wireless Compose 2
Development and investigation of an efficient online data compression on a resource constrained FPGA device for BCG data
Status: abgeschlossen
Supervisors: Ulf Kulau
Project: Wireless Compose 2
Development and investigation of an efficient online data compression on a resource constrained FPGA device for BCG data
Lightweight Testcore for Hardware Modules of LP FPGAs

Typ: Forschungsprojekt
Status: abgeschlossen
Supervisors: Ulf Kulau
In this project, we focus on developing a lightweight hardware Testcore for FPGAs that we can utilize to detect these SEUs/bit-flips regardless of FPGA resource conditions and perform a blind scrubbing if an error is detected.
Status: abgeschlossen
Supervisors: Ulf Kulau
In this project, we focus on developing a lightweight hardware Testcore for FPGAs that we can utilize to detect these SEUs/bit-flips regardless of FPGA resource conditions and perform a blind scrubbing if an error is detected.