Forschungsgebiete

Entwicklung und Optimierung Nachrichtentechnischer Systeme mittels Maschinellem Lernen
Optimierung der geometrischen und probabilistischen Konstellationsformung für Kanäle mit Phasenrauschen unter Einbezug der Phasenrückgewinnungsalgorithmen
Geometrische und Probabilistische Konstellationsformung
Mehrnutzer- und Mehrträger-Übertragungsysteme

Lehre

A. Rode, B. Geiger, S. Chimmalgi and L. Schmalen, "End-to-end optimization of constellation shaping for Wiener phase noise channels with a differentiable blind phase search," J. Lightw. Technol., 2023, https://arxiv.org/abs/2212.03839
[ Zitieren ] [ Code ]

L. Rapp, L. Schmid, A. Rode and L. Schmalen, "Structural optimization of factor graphs for symbol detection via continuous clustering and machine learning," Proc. Int. Conf. Acoustics, Speech, and Signal Process. (ICASSP), Rhodes Island, Greece, Jun. 2023, https://arxiv.org/abs/2211.11406, Poster available at https://sigport.org/sites/default/files/docs/poster_168.pdf
[ Zitieren ] [ Code ]
A. Rode and L. Schmalen, "Geometric constellation shaping with low-complexity demappers for Wiener phase-noise channels," Proc. Opt. Fiber Commun. Conf. (OFC), San Diego, CA, USA, Mar. 2023, https://arxiv.org/abs/2212.02401
[ Zitieren ]
A. Rode and L. Schmalen, "Optimization of geometric constellation shaping for Wiener phase noise channels with varying channel parameters," Proc. Eur. Conf. Opt. Commun. (ECOC), Basel, CH, Sep. 2022, https://arxiv.org/abs/2206.12288
[ Zitieren ] [ Presentation ]
A. Rode, B. Geiger and L. Schmalen, "Geometric constellation shaping for phase-noise channels using a differentiable blind phase search," Proc. Opt. Fiber Commun. Conf. (OFC), San Diego, CA, USA, Mar. 2022, preprint available at https://arxiv.org/pdf/2112.03114.pdf
[ Zitieren ] [ Presentation ]
J. Demel, C. Bockelmann, A. Dekorsy, A. Rode, S. Koslowski and F. Jondral, "An optimized GFDM software implementation for future Cloud-RAN and field tests," Proc. GNU Radio Conference, Sep. 2017
[ Zitieren ]