Search Results for author: Mario Huemer

Found 11 papers, 0 papers with code

Bi-Linear Homogeneity Enforced Calibration for Pipelined ADCs

no code implementations6 Sep 2023 Matthias Wagner, Oliver Lang, Esmaeil Kavousi Ghafi, Andreas Schwarz, Mario Huemer

In our previous work, we proposed the homogeneity enforced calibration (HEC) approach, which circumvents this need by consecutively feeding a test signal and a scaled version of it into the ADC.

SICNN: Soft Interference Cancellation Inspired Neural Network Equalizers

no code implementations24 Aug 2023 Stefan Baumgartner, Oliver Lang, Mario Huemer

SICNNv1 is specifically tailored to single carrier frequency domain equalization (SC-FDE) systems, the communication system mainly regarded in this work.

Analysis and Compensation of Carrier Frequency Offset Impairments in Unique Word OFDM

no code implementations10 Aug 2023 Christian Hofbauer, Werner Haselmayr, Hans-Peter Bernhard, Mario Huemer

Unique Word-orthogonal frequency division multiplexing (UW-OFDM) is known to provide various performance benefits over conventional cyclic prefix (CP) based OFDM.

Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition

no code implementations28 Jun 2023 Oliver Ploder, Christina Auer, Oliver Lang, Thomas Paireder, Mario Huemer

Machine learning (ML) and tensor-based methods have been of significant interest for the scientific community for the last few decades.

Tensor Decomposition

Diagnostic Quality Assessment for Low-Dimensional ECG Representations

no code implementations1 Oct 2022 Péter Kovács, Carl Böck, Thomas Tschoellitsch, Mario Huemer, Jens Meier

In a case study, we quantified the agreement between raw and reconstructed (denoised) ECG recordings by means of kappa-based statistical tests.

Denoising

Homogeneity Enforced Calibration of Stage Nonidealities for Pipelined ADCs

no code implementations11 Jul 2022 Matthias Wagner, Oliver Lang, Thomas Bauernfeind, Mario Huemer

In this work, we propose an equalization-based calibration technique which does not require knowledge of the ADC input signal for calibration.

ECG Beat Representation and Delineation by means of Variable Projection

no code implementations27 Sep 2021 Carl Böck, Péter Kovács, Pablo Laguna, Jens Meier, Mario Huemer

Methods: We therefore propose a model that is based on Hermite and sigmoid functions combined with piecewise polynomial interpolation for exact segmentation and low-dimensional representation of individual ECG beat segments.

Denoising Segmentation

Efficient Majority Voting in Digital Hardware

no code implementations9 Aug 2021 Stefan Baumgartner, Mario Huemer, Michael Lunglmayr

In this work, we present a novel architecture that allows obtaining a majority decision in a number of clock cycles that is logarithmic in the number of inputs.

Ensemble Learning Handwritten Digit Recognition

Spline-Based Adaptive Cancellation of Even-Order Intermodulation Distortions in LTE-A/5G RF Transceivers

no code implementations30 Oct 2020 Thomas Paireder, Christian Motz, Mario Huemer

Additionally, we provide a gain control scheme and enable pipelining in order to facilitate a hardware implementation.

VPNet: Variable Projection Networks

no code implementations28 Jun 2020 Péter Kovács, Gergő Bognár, Christian Huber, Mario Huemer

Based on these advantages and the promising results obtained, we anticipate a profound impact on the broader field of signal processing, in particular on classification, regression and clustering problems.

Clustering General Classification

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