412 citations
- Technical University of MunichDE5 papers
- University of KaiserslauternDE5 papers
- Karlsruhe Institute of TechnologyDE4 papers
- Nokia (Finland)FI4 papers
- Nokia (United States)US4 papers
- University of StuttgartDE4 papers
- Technische Universität BraunschweigDE3 papers
- Aalborg UniversityDK2 papers
- Aalto UniversityFI2 papers
- Fraunhofer Institute for Telecommunications, Heinrich Hertz InstituteDE2 papers
- Friedrich-Alexander-Universität Erlangen-NürnbergDE2 papers
- German Research Centre for Artificial IntelligenceDE2 papers
Showing 2019 · cs.ITShow all
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cs.IT2019★ 17 cited
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing
Boris Karanov, Gabriele Liga, Vahid Aref +3
In this paper, we apply deep learning for communication over dispersive channels with power detection, as encountered in low-cost optical intensity modulation/direct detection (IM/…
cs.IT2019★ 28 cited
Statistics of the Nonlinear Discrete Spectrum of a Noisy Pulse
Francisco Javier Garcia-Gomez, Vahid Aref
In the presence of additive Gaussian noise, the statistics of the nonlinear Fourier transform (NFT) of a pulse are not yet completely known in closed form. In this paper, we propos…