PhD Researcher Justus Rischke received the Dipl.-Ing. degree in electrical engineering from Technical University Dresden (TU Dresden), Dresden, Germany, in 2017, where he is currently pursuing the Ph.D. degree with the Deutsche Telekom Chair of Communication Networks. His research interests include network coding, reinforcement learning in software-defined networks (SDN) for low latency communication, and 5G Campus Networks.
Phone: +49 351 463-42114 Email: Justus.Rischke@tu-dresden.de Room: BAR/I9
SS 20
WS 19/20
SS 19
WS 18/19
SS 18
Diploma Thesis
Study Thesis
Kappelt, Peter; Vielhaus, Christian Leonard; Rischke, Justus; Sobe, Marek; Fitzek, Frank H. P.
Machine Learning for In-Network Spatial Localization within Wireless Mesh Networks Proceedings Article
In: IEEE International Conference on Communications (ICC), pp. 5.97, Montreal, Canada, 2025.
Abstract | BibTeX
@inproceedings{Kappelt2025:MachineLearning, title = {Machine Learning for In-Network Spatial Localization within Wireless Mesh Networks}, author = {Peter {Kappelt} and Christian Leonard {Vielhaus} and Justus {Rischke} and Marek {Sobe} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-06-08}, urldate = {2025-06-01}, booktitle = {IEEE International Conference on Communications (ICC)}, pages = {5.97}, address = {Montreal, Canada}, abstract = {Wireless localization is a crucial technology for determining the spatial position of nodes within a wireless network, with applications ranging from indoor navigation to asset tracking and robotic movement. However, traditional localization methods often rely on specialized hardware, while other localization methods suitable for commodity hardware tend to have limited accuracy. To improve localization accuracy, we propose models that integrate machine learning (ML) techniques for distance and position estimation. We observe improved localization performance by incorporating not only signal strength indicators from the physical layer, but also features specific to the mesh link layer of wireless mesh networks as model inputs. Furthermore, a proposed end-to-end machine learning localization model demonstrates promising performance by leveraging diverse network features for the direct inference of node position estimates. We evaluate the models using experimental data from a measurement campaign we conducted in an office environment hosting a wireless mesh testbed. Our method achieves an absolute position error of less than two meters. Using both information specific to mesh networks and novel machine learning methods yields improved performance, making our approach a promising solution for industrial applications.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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Yilmaz, Isikcan; Jagadeesan, Aswin Palathumveettil; Zhang, Jiajing; Rischke, Justus; Nguyen, Giang T.; Fitzek, Frank H. P.
Evaluation of End-to-End Connection Recovery After Traffic Path Disruption in BATMAN Mesh Networks Proceedings Article
In: IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy, 2025.
BibTeX
@inproceedings{Yilm2503:Evaluation, title = {Evaluation of End-to-End Connection Recovery After Traffic Path Disruption in BATMAN Mesh Networks}, author = {Isikcan {Yilmaz} and Aswin {Palathumveettil Jagadeesan} and Jiajing {Zhang} and Justus {Rischke} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2025}, date = {2025-03-23}, urldate = {2025-03-01}, booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)}, address = {Milan, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Seidel, Mauri; Grohmann, Andreas I.; Lehmann, Christopher; Rischke, Justus; Fitzek, Frank H. P.
On the Impact of 5G User Equipments on Latency across Chipset Generations Proceedings Article
In: International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp. 177-185, Perth, Australia, 2024.
Links | BibTeX
@inproceedings{Seidel24:UEs, title = {On the Impact of 5G User Equipments on Latency across Chipset Generations}, author = {Mauri {Seidel} and Andreas I. {Grohmann} and Christopher {Lehmann} and Justus {Rischke} and Frank H. P. {Fitzek}}, doi = {10.1109/WoWMoM60985.2024.00039}, year = {2024}, date = {2024-06-04}, urldate = {2024-06-04}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)}, pages = {177-185}, address = {Perth, Australia}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Steinke, Jannek; Rischke, Justus; Sossalla, Peter; Hofer, Johannes; Vielhaus, Christian Leonard; vom Hofe, Nico; Fitzek, Frank H. P.
Demo: The Future of Dog Walking - Four-Legged Robots and Augmented Reality Proceedings Article
In: International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) Demo Session (WoWMoM 2023 Demo Session), IEEE, Boston, MA, USA, 2023.
@inproceedings{Stei2306:Demo, title = {Demo: The Future of Dog Walking - Four-Legged Robots and Augmented Reality}, author = {Jannek {Steinke} and Justus {Rischke} and Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Nico {vom Hofe} and Frank H. P. {Fitzek}}, doi = {10.1109/WoWMoM57956.2023.00060}, year = {2023}, date = {2023-08-02}, urldate = {2023-08-02}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) Demo Session (WoWMoM 2023 Demo Session)}, publisher = {IEEE}, address = {Boston, MA, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
vom Hofe, Nico; Sossalla, Peter; Hofer, Johannes; Vielhaus, Christian Leonard; Rischke, Justus; Steinke, Jannek; Fitzek, Frank H. P.
Demo: Robotics meets Augmented Reality: Real-Time Mapping with Boston Dynamics Spot and Microsoft HoloLens 2 Proceedings Article
@inproceedings{vomH2306:Demo, title = {Demo: Robotics meets Augmented Reality: Real-Time Mapping with Boston Dynamics Spot and Microsoft HoloLens 2}, author = {Nico {vom Hofe} and Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Justus {Rischke} and Jannek {Steinke} and Frank H. P. {Fitzek}}, doi = {10.1109/WoWMoM57956.2023.00062}, year = {2023}, date = {2023-08-02}, urldate = {2023-08-02}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) Demo Session (WoWMoM 2023 Demo Session)}, publisher = {IEEE}, address = {Boston, MA, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Vielhaus, Christian Leonard; Lhamo, Osel; Busch, Johannes V. S.; Rischke, Justus; Latzko, Vincent; Zimmermann, Sandra; Sossalla, Peter; Külzer, Daniel Fabian; Fitzek, Frank H. P.
Estimating Link Capacity With Uncertainty Bounds in Cellular Networks Proceedings Article
In: IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), pp. 117-122, IEEE, Istanbul, Turkiye, 2023.
@inproceedings{Viel2307:Estimating, title = {Estimating Link Capacity With Uncertainty Bounds in Cellular Networks}, author = {Christian Leonard {Vielhaus} and Osel {Lhamo} and Johannes V. S. {Busch} and Justus {Rischke} and Vincent {Latzko} and Sandra {Zimmermann} and Peter {Sossalla} and Daniel Fabian {K\"{u}lzer} and Frank H. P. {Fitzek}}, doi = {10.1109/BlackSeaCom58138.2023.10299770}, year = {2023}, date = {2023-07-04}, urldate = {2023-07-04}, booktitle = {IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)}, pages = {117-122}, publisher = {IEEE}, address = {Istanbul, Turkiye}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sossalla, Peter; Steinke, Jannek; Vielhaus, Christian Leonard; Hofer, Johannes; Rischke, Justus; Fitzek, Frank H. P.
Remote Controlling Mobile Robots With Adaptive Video Streaming and Augmented Reality Proceedings Article
In: International Black Sea Conference on Communications and Networking (BlackSeaCom), pp. 45-50, IEEE, Istanbul, Turkiye, 2023.
@inproceedings{Soss2307:Remote, title = {Remote Controlling Mobile Robots With Adaptive Video Streaming and Augmented Reality}, author = {Peter {Sossalla} and Jannek {Steinke} and Christian Leonard {Vielhaus} and Johannes {Hofer} and Justus {Rischke} and Frank H. P. {Fitzek}}, doi = {10.1109/BlackSeaCom58138.2023.10299775}, year = {2023}, date = {2023-07-04}, urldate = {2023-07-04}, booktitle = {International Black Sea Conference on Communications and Networking (BlackSeaCom)}, pages = {45-50}, publisher = {IEEE}, address = {Istanbul, Turkiye}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Hofer, Johannes; Sossalla, Peter; Vielhaus, Christian Leonard; Rischke, Justus; Reisslein, Martin; Fitzek, Frank H. P.
Comparison of Analyze-Then-Compress Methods in Edge-Assisted Visual SLAM Journal Article
In: IEEE Access, 2023.
@article{10168126, title = {Comparison of Analyze-Then-Compress Methods in Edge-Assisted Visual SLAM}, author = {Johannes {Hofer} and Peter {Sossalla} and Christian Leonard {Vielhaus} and Justus {Rischke} and Martin {Reisslein} and Frank H. P. {Fitzek}}, doi = {10.1109/ACCESS.2023.3290901}, year = {2023}, date = {2023-06-28}, urldate = {2023-06-28}, journal = {IEEE Access}, keywords = {}, pubstate = {published}, tppubtype = {article} }
Hofer, Johannes; Sossalla, Peter; Rischke, Justus; Vielhaus, Christian Leonard; Reisslein, Martin; Fitzek, Frank H. P.
Circular Frame Buffer to Enhance Map Synchronization in Edge Assisted SLAM Proceedings Article
In: International Conference on Communications (ICC), pp. 210-215, IEEE, Rome, Italy, 2023.
@inproceedings{Hofe2305:Circular, title = {Circular Frame Buffer to Enhance Map Synchronization in Edge Assisted SLAM}, author = {Johannes {Hofer} and Peter {Sossalla} and Justus {Rischke} and Christian Leonard {Vielhaus} and Martin {Reisslein} and Frank H. P. {Fitzek}}, doi = {10.1109/ICC45041.2023.10278556}, year = {2023}, date = {2023-05-28}, urldate = {2023-05-01}, booktitle = {International Conference on Communications (ICC)}, pages = {210-215}, publisher = {IEEE}, address = {Rome, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sossalla, Peter; Hofer, Johannes; Vielhaus, Christian Leonard; Rischke, Justus; Fitzek, Frank H. P.
Offloading Visual SLAM Processing to the Edge: An Energy Perspective Proceedings Article
In: 2023 International Conference on Information Networking (ICOIN) (ICOIN 2023), Bangkok, Thailand, 2023.
@inproceedings{Soss2301:Offloading, title = {Offloading Visual SLAM Processing to the Edge: An Energy Perspective}, author = {Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Justus {Rischke} and Frank H. P. {Fitzek}}, doi = {10.1109/ICOIN56518.2023.10048921}, year = {2023}, date = {2023-01-01}, urldate = {2023-01-01}, booktitle = {2023 International Conference on Information Networking (ICOIN) (ICOIN 2023)}, address = {Bangkok, Thailand}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }