- Best Paper Awards
Due to the emerging challenges with future 6G networks such as high data rates and the need for remarkably low latency, future wireless communication systems must be planned extremely carefully and with respect to 6G’s various applications. Our previous work DRaGon has shown the potential of leveraging Machine Learning (ML)-based channel models, but its high model complexity lacks embedded system application. In this work, we present TinyDRaGon as a novel signal strength prediction method that combines expert knowledge from the mobile communications domain with lightweight ML methods to achieve accurate and computationally efficient predictions. In a comprehensive performance evaluation, the performance of TinyDRaGon is compared to both real-world measurements and a vast range of state-of-the-art channel modeling methods. It is found that TinyDRaGon achieves similar or even slightly better accuracy than its deep learning predecessor while also being ten times less time-consuming during training, less computationally expensive, and less energy-consuming. This makes TinyDRaGon a promising channel prediction candidate for pervasive intelligence within future 6G communication networks.
2016 - Advancement Award Dr.-Ing. Christoph Ide
Dr.-Ing. Christoph Ide, former head of the research groups of the CNI and Alumni of SFB 876, received one of the prestigious junior awards by the Informationstechnische Gesellschaft (ITG) in the VDE for his thesis "Resource-Efficient LTE Machine-Type Communication in Vehicular Environments" in November 2016. The nationally fiercely contested award was handed over at a solemn celebration at the Berlin-Brandenburgische Akademie der Wissenschaften in Berlin on November 29, 2016. The research results of the DFG Sonderforschungsbereich SFB 876 "Datenanalyse unter Ressourcenbeschränkungen" are an excellent contribution to the development of future mobile radio-based traffic systems, which will support growing automation of the reliable, simultaneous and efficient communication between the single system components. This research also makes a valuable contribution to future 5G networks, especially in terms of the Internet of Things.
2013 ITG Awards 2013 for Dr.-Ing. Niklas Goddemeier, Dr.-Ing. Kai Daniel and Prof. Dr.-Ing. Christian Wietfeld
For their research in the field of networked robotic systems, Dr.-Ing. Niklas Goddemeier, Dr.-Ing. Kai Daniel and Prof. Dr.-Ing. Christian Wietfeld received the coveted ITG Awards 2013 by the Informationstechnische Gesellschaft in the VDE at Berlin-Brandenburgische Akademie der Wissenschaften in Berlin on November 12, 2013.
The ITG Award is being advertised annually and awarded for outstanding publications, in this case for an article in the internationally well-known IEEE Journal on Selected Areas of Communications.
Role-Based Connectivity Management with Realistic Air-to-Ground Channels for Cooperative UAVs: Ad-hoc aerial sensor networks leveraging MUAVs (Micro Unmanned Aerial Vehicles) are ideally suited to cost-efficiently explore unknown or hostile environments for example in case of incidents producing harmful gases or radiation. In this manuscript we present results on the investigations of communication-aware steering algorithms for cooperative MUAV swarms. The mission objective is to achieve a maximum spatial exploration efficiency with the simultaneous ability to self-optimize the communication links by exploiting controlled mobility. While our previous work has mainly considered the performance of the Air-to-Air mesh network, in this paper we focus on the Air-to-Ground-link connectivity control. To achieve appropriate communication links to a central sensor data sink even while exploring larger search areas, an agent-based role management strategy is used to provide suitable multi-hop connectivity. The novel algorithms are investigated for static as well as dynamically changing environments. Key results include a detailed realistic aerial channel characterization and network dimensioning analysis considering numbers of MUAVs and density of ground stations vs. exploration speed and sensor data latency.
2014 VDE-Award for Master Graduate - M.Sc. David Öhmann
Once a year, the VDE Rhein-Ruhr e.V. awards junior engineers for excellent bachelor's and master's degrees. Also this year, the organization honored excellent degrees and continued its active dedication to young engineers. The solemn ceremony took place at the trade fair "E-world" in Essen on February 12, 2014, for the first time. For TU Dortmund, David Öhmann, whose master thesis "Kooperatives Verbindungsmanagement von heterogenen Funkzugangssystemen im Automobilumfeld" was supervised by the CNI and collaborated with BMW in Munich, has been awarded.
Awards by TU Dortmund
Spin-Off Smart Robotic Systems
Nomination in the Competition "ZukunftErfinden 2015":
ADVANCEMENT AWARD „ARBEIT · SICHERHEIT · GESUNDHEIT 2013" BY BERUFSGENOSSENSCHAFTEN ROHSTOFFE UND CHEMISCHE INDUSTRIE:
WINNER OF THE TECHNOLOGY COMPETITION "E-ENERGY":
AWARD WINNER OF THE FUNDING COMPETITION "SIMOBIT":
WINNING TEAM OF THE ROHDE&SCHWARZ NATIONAL CASE STUDY COMPETITION "HDTV - GET IT NOW!":