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Gerald Matz

Gerald Matz

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
39
Citations
6947
World Ranking
4661
National Ranking
14

Overview

Gerald Matz is affiliated with TU Wien in Austria and conducts research primarily in the field of Computer Science. Their work spans multiple subfields including Artificial Intelligence, Statistical and Nonlinear Physics, Cognitive Neuroscience, Statistics and Probability, and General Health Professions.

Their research topics include:

  • Advanced Graph Neural Networks
  • Complex Network Analysis Techniques
  • Algorithms and Data Compression
  • Wireless Communication Security Techniques
  • Advanced Data Compression Techniques
  • Bayesian Modeling and Causal Inference
  • Multi-Criteria Decision Making

Matz's recent publications cover a range of topics related to graph learning, signal processing, and clustering methods. Notable papers include:

  • Efficient Graph Learning From Noisy and Incomplete Data (2020), published in IEEE Transactions on Signal and Information Processing over Networks
  • Distributed information-theoretic clustering (2021), published in Information and Inference A Journal of the IMA
  • Signal Processing on Signed Graphs: Fundamentals and Potentials (2020), published in IEEE Signal Processing Magazine
  • Relational local electroencephalography representations for sleep scoring (2022), published in Neural Networks
  • Non-Convex Total Variation Minimization for Signed Graph Cut Clustering (2021), published in 2021 55th Asilomar Conference on Signals, Systems, and Computers

Frequent collaborators in Matz's work include Thomas Dittrich, Georg Pichler, Pablo Piantanida, Peter Berger, and Gábor Hannák. Their contributions have appeared across a variety of publication venues such as:

  • Information and Inference A Journal of the IMA
  • IEEE Transactions on Signal and Information Processing over Networks
  • IEEE Signal Processing Magazine
  • Neural Networks
  • 2021 55th Asilomar Conference on Signals, Systems, and Computers

Best Publications

  • Survey of channel and radio propagation models for wireless MIMO systems

    P. Almers;E. Bonek;A. Burr;N. Czink

  • Wireless Communications Over Rapidly Time-Varying Channels

    Franz Hlawatsch;Gerald Matz

  • Lattice Reduction

    Dirk Wübben;Dominik Seethaler;Joakim Jaldén;Gerald Matz

  • On non-WSSUS wireless fading channels

    G. Matz

  • MMSE and adaptive prediction of time-varying channels for OFDM systems

    D. Schafhuber;G. Matz

  • Non-WSSUS vehicular channel characterization in highway and urban scenarios at 5.2GHz using the local scattering function

    Alexander Paier;Thomas Zemen;Laura Bernado;Gerald Matz

  • Non-WSSUS vehicular channel characterization in highway and urban scenarios at 5.2 GHz using the local scattering function

    Alexander Paier;Thomas Zemen;Laura Bernado;Gerald Matz

  • Time-frequency formulation, design, and implementation of time-varying optimal filters for signal estimation

    F. Hlawatsch;G. Matz;H. Kirchauer;W. Kozek

  • Analysis, Optimization, and Implementation of Low-Interference Wireless Multicarrier Systems

    G. Matz;D. Schafhuber;K. Grochenig;M. Hartmann

  • Dispersion encoded full range frequency domain optical coherence tomography

    Bernd Hofer;Boris Považay;Boris Hermann;Angelika Unterhuber

  • Pulse-shaping OFDM/BFDM systems for time-varying channels: ISI/ICI analysis, optimal pulse design, and efficient implementation

    D. Schafhuber;G. Matz;F. Hlawatsch

  • An efficient MMSE-based demodulator for MIMO bit-interleaved coded modulation

    D. Seethaler;G. Matz;F. Hlawatsch

  • Worst- and average-case complexity of LLL lattice reduction in MIMO wireless systems

    J. Jalden;D. Seethaler;G. Matz

  • Wigner distributions (nearly) everywhere: time-frequency analysis of signals, systems, random processes, signal spaces, and frames

    Gerald Matz;Franz Hlawatsch

  • Time-Frequency Foundations of Communications: Concepts and Tools

    Gerald Matz;Helmut Bolcskei;Franz Hlawatsch

  • Linear Time-Frequency Filters: On-line Algorithms and Applications

    Gerald Matz;Franz Hlawatsch

  • Low Complexity Equalization for Doubly Selective Channels Modeled by a Basis Expansion

    T Hrycak;S Das;G Matz;H G Feichtinger

  • Kalman tracking of time-varying channels in wireless MIMO-OFDM systems

    D. Schafhuber;G. Matz;F. Hlawatsch

  • Generalized evolutionary spectral analysis and the Weyl spectrum of nonstationary random processes

    G. Matz;F. Hlawatsch;W. Kozek

  • Time-frequency transfer function calculus (symbolic calculus) of linear time-varying systems (linear operators) based on a generalized underspread theory

    Gerald Matz;Franz Hlawatsch

Frequent Co-Authors

Andreas Burg
Andreas Burg École Polytechnique Fédérale de Lausanne
Andreas F. Molisch
Andreas F. Molisch University of Southern California
Pierre Duhamel
Pierre Duhamel CentraleSupélec
Thomas Zemen
Thomas Zemen Austrian Institute of Technology
Claude Oestges
Claude Oestges Université Catholique de Louvain
Ari Hottinen
Ari Hottinen Nokia (Finland)
Fredrik Tufvesson
Fredrik Tufvesson Lund University

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