Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation

no code implementations • 30 May 2022 • Michael Stephan, Thomas Stadelmayer, Avik Santra, Georg Fischer, Robert Weigel, Fabian Lurz

This paper presents a parametric variational autoencoder-based human target detection and localization framework working directly with the raw analog-to-digital converter data from the frequency modulated continous wave radar.

Domain Adaptation Image Reconstruction

Two Efficient and Easy-to-Use NLOS Mitigation Solutions to Indoor 3-D AOA-Based Localization

no code implementations • 21 Jul 2021 • Wenxin Xiong, Joan Bordoy, Andrea Gabbrielli, Georg Fischer, Dominik Jan Schott, Fabian Hoeflinger, Johannes Wendeberg, Christian Schindelhauer, Stefan Johann Rupitsch

This paper proposes two efficient and easy-to-use error mitigation solutions to the problem of three-dimensional (3-D) angle-of-arrival (AOA) source localization in the mixed line-of-sight (LOS) and non-line-of-sight (NLOS) indoor environments.

Experimental System for Molecular Communication in Pipe Flow With Magnetic Nanoparticles

no code implementations • 6 Jan 2021 • Wayan Wicke, Harald Unterweger, Jens Kirchner, Lukas Brand, Arman Ahmadzadeh, Doaa Ahmed, Vahid Jamali, Christoph Alexiou, Georg Fischer, Robert Schober

The proposed CIR model is shown to consistently capture the experimentally observed distance-dependent impulse response peak heights and peak decays for transmission distances from 5cm to 40cm.

Emerging Technologies