Collaborative Research Center 876
The collaborative research center SFB876 brings together data mining and embedded systems. On the one hand, embedded systems can be further improved using machine learning. On the other hand, data mining algorithms can be realized in hardware, e.g. FPGAs, or run on GPGPUs. The restrictions of ubiquitous systems in computing power, memory, and energy demand new algorithms for known learning tasks. These resource bounded learning algorithms may also be applied on extremely large data bases on servers.
Project duration: 01.01.2015 - 31.12.2022
Project Composition of the SFB 876
The collaborative research center is divided into multiple projects. An extensive overview of all projects and their main objective can be found on the homepage of the SFB 876.
The Communication Networks Institute attends projects A4 and B4
News
Excellent wireless localization technology - CNI team wins IPIN competition
The CNI team (Janis Tiemann, Fabian Eckermann and Christian Wietfeld) won first prize in the "Indoor Mobile Robot Localization" category within the…
ComNets-Awards for Graduates of the Institute
The coveted awards by the "Verein der Freunde und Förderer der ComNets-Einrichtungen", who dedicated themselves to the research on future…
Collaborative Research Center with CNI-Participation Approved for 4 More Years
In the Collaborative Research Center 876 (SFB 876), the combination of data analysis (Data Mining/Big Data) with networked, embedded systems…
Successful Completion of Björn Dusza's Doctoral Studies in the Collaborative Research Center 876
Due to strongly increasing data traffic in mobile communications, the influence of the intensive use of mobile services on the battery life of…
Publications
FALCON: An accurate real-time monitor for client-based mobile network data analytics
R. Falkenberg, C. Wietfeld
In 2019 IEEE Global Communications Conference (GLOBECOM), IEEE, Waikoloa, Hawaii, USA, pp. 1–7, December 2019.
Reliable Software-Defined RAN Network Slicing for Mission-Critical 5G Communication Networks
C. Bektas, S. Böcker, F. Kurtz, C. Wietfeld
In 2019 IEEE Globecom Workshops (GC Wkshps), Waikoloa, Hawaii, USA, December 2019.
Unmanned Aerial Vehicles in Logistics: Efficiency Gains and Communication Performance of Hybrid Combinations of Ground and Aerial Vehicles
M. Patchou, B. Sliwa, C. Wietfeld
In IEEE Vehicular Networking Conference (VNC) 2019, Los Angeles, USA, December 2019.
Data-driven network simulation for performance analysis of anticipatory vehicular communication systems
B. Sliwa, C. Wietfeld
In IEEE Access, November 2019.
Heterogeneous Multilink Aggregation for Reliable UAV Communication in Maritime Search and Rescue Missions
J. Güldenring, L. Koring, P. Gorczak, C. Wietfeld
In 15th IEEE International Conference on Wireless and Mobile Computing, Networking and…
Experimental 5G mmWave Beam Tracking Testbed for Evaluation of Vehicular Communications
K. Heimann, J. Tiemann, D. Yolchyan, C. Wietfeld
In IEEE 2nd 5G World Forum (5GWF) (WF-5G'19), September 2019.
Towards data-driven simulation of end-to-end network performance indicators
B. Sliwa, C. Wietfeld
In 2019 IEEE 90th Vehicular Technology Conference (VTC-Fall), Honolulu, Hawaii, USA, September 2019.
Empirical analysis of client-based network quality prediction in vehicular multi-MNO networks
B. Sliwa, C. Wietfeld
In 2019 IEEE 90th Vehicular Technology Conference (VTC-Fall), Honolulu, Hawaii, USA, September 2019.
Performance Analysis of C-V2X Mode 4 Communication Introducing an Open-Source C-V2X Simulator
F. Eckermann, M. Kahlert, C. Wietfeld
In 2019 IEEE 90th Vehicular Technology Conference (VTC-Fall), Honolulu, Hawaii, USA, September 2019.