Peter Jung
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Dr.rer.nat., |
About me
I received the Dipl.-Phys. in high energy physics in 2000 from Humboldt University, Berlin, Germany, in cooperation with DESY Hamburg. Since 2001 I have been with the Department of Broadband Mobile Communication Networks, Fraunhofer Institute for Telecommunications, Heinrich-Hertz-Institut (HHI) and since 2004 with Fraunhofer German-Sino Lab for Mobile Communications.
In 2007 I received the Dr.-rer.nat (Ph.D.) degree (on “Weyl–Heisenberg representations in communication theory”) at the Technical University of Berlin (TUB), Germany.
I am a habilitand at the Technical University Berlin and member of the The Communications and Information Theory Group (CommIT) of Prof. Giuseppe Caire.
I was also a visiting professor at TU Munich and associated with the Munich AI Future Lab (AI4EO).
Since 2023 I am also with the German Aerospace Center (DLR) leading the “Computational Sensing and AI” group at the DLR Institute for Optical Sensor Systems.
Research
I am working interdisciplinary in signal processing, sensing, information and communication theory, data science and machine learning. My research profile is the interface between data science and its mathematical treatment.
My research interests include :
AI approaches for inverse problems in computational sensing (signal processing, imaging and data science)
6G related research (joint sensing and communication, massive MIMO & random access, UWB)
Sensor networks, IoT and related data science applications
Compressed sensing (CS), low–rank matrix recovery, blind deconvolution
Compressive imaging and inverse problem via deep-learning methods (visible, THz, Radar, nondestructive testing)
Compressed sensing approaches to pooled testing
Noncoherent and blind communication, nonorthogonal waveforms
Time–frequency analysis, Gabor frame and filterbank theory, doubly-dispersive communication channels
Artificial intelligence based methods in earth observation
Artificial intelligence based methods in non-destructive testing
Teaching
In last years I gave lectures in compressed sensing and estimation theory.
Technology
I am a cofounder of the MOXZ GmbH - a TU-Berlin spin-off via “EXIST Forschungstransfer”, see moxz.tech