Franz Hlawatsch

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 40

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Process.

IEEE Trans. Inf. Theory

Publications

Thomas Kropfreiter, Florian Meyer, Franz Hlawatsch
A Distributed Joint Integrated Probabilistic Data Association (JIPDA) Filter with Soft Object Association. ICASSP (2024)
Erik Sausa, Pavel Rajmic, Franz Hlawatsch
Likelihood Consensus 2.0: Reducing Interagent Communication in Distributed Bayesian Target Tracking. ICASSP (2024)
E. Sausa, Pavel Rajmic, Franz Hlawatsch
Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0. Signal Process. 215 (2024)
Jan Dorazil, Bernard H. Fleury, Franz Hlawatsch
Bayesian Methods for Optical Flow Estimation Using a Variational Approximation, with Applications to Ultrasound. ICASSP (2023)
Domenico Gaglione, Paolo Braca, Giovanni Soldi, Florian Meyer, Franz Hlawatsch, Moe Z. Win
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking. IEEE Trans. Signal Process. 70 (2022)
Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch
Fusion of Probability Density Functions. CoRR (2022)
Thomas Kropfreiter, Florian Meyer, Franz Hlawatsch
An Efficient Labeled/Unlabeled Random Finite Set Algorithm for Multiobject Tracking. IEEE Trans. Aerosp. Electron. Syst. 58 (6) (2022)
Günther Koliander, Yousef El-Laham, Petar M. Djuric, Franz Hlawatsch
Fusion of Probability Density Functions. Proc. IEEE 110 (4) (2022)
Tiancheng Li, Franz Hlawatsch
A distributed particle-PHD filter using arithmetic-average fusion of Gaussian mixture parameters. Inf. Fusion 73 (2021)
Thomas Kropfreiter, Florian Meyer, Franz Hlawatsch
A Fast Labeled Multi-Bernoulli Filter Using Belief Propagation. IEEE Trans. Aerosp. Electron. Syst. 56 (3) (2020)
Jan Dorazil, Rene Repp, Thomas Kropfreiter, Richard Prüller, Kamil Ríha, Franz Hlawatsch
Feature Drift Resilient Tracking of The Carotid Artery Wall Using Unscented Kalman Filtering With Data Fusion. ICASSP (2020)
Jan Dorazil, Rene Repp, Thomas Kropfreiter, Richard Prüller, Kamil Ríha, Franz Hlawatsch
Tracking Carotid Artery Wall Motion Using an Unscented Kalman Filter and Data Fusion. IEEE Access 8 (2020)
Domenico Gaglione, Giovanni Soldi, Paolo Braca, Giovanni De Magistris, Florian Meyer, Franz Hlawatsch
Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm. IEEE Signal Process. Lett. 27 (2020)
Thomas Kropfreiter, Franz Hlawatsch
A Probabilistic Label Association Algorithm for Distributed Labeled Multi-Bernoulli Filtering. FUSION (2020)
Giuseppe Papa, Rene Repp, Florian Meyer, Paolo Braca, Franz Hlawatsch
Distributed Bernoulli Filtering Using Likelihood Consensus. IEEE Trans. Signal Inf. Process. over Networks 5 (2) (2019)
Erik Leitinger, Florian Meyer, Franz Hlawatsch, Klaus Witrisal, Fredrik Tufvesson, Moe Z. Win
A Belief Propagation Algorithm for Multipath-Based SLAM. IEEE Trans. Wirel. Commun. 18 (12) (2019)
Giovanni Soldi, Florian Meyer, Paolo Braca, Franz Hlawatsch
Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation. IEEE Trans. Signal Process. 67 (15) (2019)
Giovanni Soldi, Domenico Gaglione, Florian Meyer, Franz Hlawatsch, Paolo Braca, Alfonso Farina, Moe Z. Win
Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm. ICASSP (2019)
Jan Dorazil, Rene Repp, Thomas Kropfreiter, Richard Prüller, Kamil Ríha, Franz Hlawatsch
A Multitarget Tracking Method for Estimating Carotid Artery Wall Motion from Ultrasound Sequences. EUSIPCO (2019)
Tiancheng Li, Franz Hlawatsch, Petar M. Djuric
Cardinality-Consensus-Based PHD Filtering for Distributed Multitarget Tracking. IEEE Signal Process. Lett. 26 (1) (2019)
Thomas Kropfreiter, Franz Hlawatsch
Multiobject Tracking with Track Continuity: An Efficient Random Finite Set Based Algorithm. SDF (2018)
Florian Meyer, Thomas Kropfreiter, Jason L. Williams, Roslyn A. Lau, Franz Hlawatsch, Paolo Braca, Moe Z. Win
Message Passing Algorithms for Scalable Multitarget Tracking. Proc. IEEE 106 (2) (2018)
Erik Leitinger, Florian Meyer, Franz Hlawatsch, Klaus Witrisal, Fredrik Tufvesson, Moe Z. Win
A Scalable Belief Propagation Algorithm for Radio Signal Based SLAM. CoRR (2018)
Florian Meyer, Bernhard Etzlinger, Zhenyu Liu, Franz Hlawatsch, Moe Z. Win
A Scalable Algorithm for Network Localization and Synchronization. IEEE Internet Things J. 5 (6) (2018)
Rene Repp, Pavel Rajmic, Florian Meyer, Franz Hlawatsch
Target Tracking Using a Distributed Particle-Pda Filter With Sparsity-Promoting Likelihood Consensus. SSP (2018)
Rene Repp, Giuseppe Papa, Florian Meyer, Paolo Braca, Franz Hlawatsch
A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning. FUSION (2018)
Günther Koliander, Dominic Schuhmacher, Franz Hlawatsch
Rate-Distortion Theory of Finite Point Processes. IEEE Trans. Inf. Theory 64 (8) (2018)
Bernhard Etzlinger, Florian Meyer, Franz Hlawatsch, Andreas Springer, Henk Wymeersch
Cooperative Simultaneous Localization and Synchronization in Mobile Agent Networks. IEEE Trans. Signal Process. 65 (14) (2017)
Günther Koliander, Dominic Schuhmacher, Franz Hlawatsch
Rate-Distortion Theory of Finite Point Processes. CoRR (2017)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors. IEEE Trans. Signal Process. 65 (13) (2017)
Rene Repp, Günther Koliander, Florian Meyer, Franz Hlawatsch
Local detection and estimation of multiple objects from images with overlapping observation areas. ICASSP (2017)
Thomas Kropfreiter, Florian Meyer, Franz Hlawatsch
Sequential Monte Carlo implementation of the track-oriented marginal multi-Bernoulli/poisson filter. FUSION (2016)
Günther Koliander, Georg Pichler, Erwin Riegler, Franz Hlawatsch
Entropy and Source Coding for Integer-Dimensional Singular Random Variables. IEEE Trans. Inf. Theory 62 (11) (2016)
Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch
Cooperative Localization for Mobile Networks: A Distributed Belief Propagation-Mean Field Message Passing Algorithm. IEEE Signal Process. Lett. 23 (6) (2016)
Erik Leitinger, Florian Meyer, Paul Meissner, Klaus Witrisal, Franz Hlawatsch
Belief propagation based joint probabilistic data association for multipath-assisted indoor navigation and tracking. ICL-GNSS (2016)
Florian Meyer, Paolo Braca, Franz Hlawatsch, Michele Micheli, Kevin D. LePage
Scalable Adaptive Multitarget Tracking Using Multiple Sensors. GLOBECOM Workshops (2016)
Bernhard Etzlinger, Florian Meyer, Franz Hlawatsch, Andreas Springer, Henk Wymeersch
Cooperative Simultaneous Localization and Synchronization in Mobile Agent Networks. CoRR (2016)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors. CoRR (2016)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
Tracking an unknown number of targets using multiple sensors: A belief propagation method. FUSION (2016)
Florian Meyer, Ondrej Hlinka, Henk Wymeersch, Erwin Riegler, Franz Hlawatsch
Distributed Localization and Tracking of Mobile Networks Including Noncooperative Objects. IEEE Trans. Signal Inf. Process. over Networks 2 (1) (2016)
Florian Meyer, Paolo Braca, Peter Willett, Franz Hlawatsch
Scalable multitarget tracking using multiple sensors: A belief propagation approach. FUSION (2015)
Florian Meyer, Henk Wymeersch, Markus Fröhle, Franz Hlawatsch
Distributed Estimation With Information-Seeking Control in Agent Networks. IEEE J. Sel. Areas Commun. 33 (11) (2015)
Georg Kail, Franz Hlawatsch, Clemens Novak
SMLR-Type Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Temporal Distance Constraint. IEEE Trans. Signal Process. 63 (18) (2015)
Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
Distributed Sequential Estimation in Asynchronous Wireless Sensor Networks. IEEE Signal Process. Lett. 22 (11) (2015)
Florian Meyer, Henk Wymeersch, Franz Hlawatsch
Cooperative localization with information-seeking control. ICASSP (2015)
Burak Çakmak, Daniel Nygaard Urup, Florian Meyer, Troels Pedersen, Bernard H. Fleury, Franz Hlawatsch
Cooperative Localization for Mobile Networks: A Distributed Belief Propagation - Mean Field Message Passing Algorithm. CoRR (2015)
Günther Koliander, Georg Pichler, Erwin Riegler, Franz Hlawatsch
Entropy and Source Coding for Integer-Dimensional Singular Random Variables. CoRR (2015)
Alexander Jung, Reinhard Heckel, Helmut Bölcskei, Franz Hlawatsch
Compressive nonparametric graphical model selection for time series. ICASSP (2014)
Chao Lin, Georg Kail, Audrey Giremus, Corinne Mailhes, Jean-Yves Tourneret, Franz Hlawatsch
Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter. Signal Process. 104 (2014)
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar
Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach. IEEE Trans. Inf. Theory 60 (10) (2014)
Michael Moldaschl, Wilfried N. Gansterer, Ondrej Hlinka, Florian Meyer, Franz Hlawatsch
Distributed decorrelation in sensor networks with application to distributed particle filtering. ICASSP (2014)
Florian Meyer, Ondrej Hlinka, Henk Wymeersch, Erwin Riegler, Franz Hlawatsch
Cooperative Simultaneous Localization and Tracking in Mobile Agent Networks. CoRR (2014)
Bernhard Etzlinger, Florian Meyer, Henk Wymeersch, Franz Hlawatsch, Gerhard Müller, Andreas Springer
Cooperative simultaneous localization and synchronization: Toward a low-cost hardware implementation. SAM (2014)
Daniel Eiwen, Georg Tauboeck, Franz Hlawatsch, Hans Georg Feichtinger
Multichannel group sparsity methods for compressive channel estimation in doubly selective multicarrier MIMO systems. CoRR (2014)
Florian Meyer, Ondrej Hlinka, Franz Hlawatsch
Sigma Point Belief Propagation. IEEE Signal Process. Lett. 21 (2) (2014)
Florian Meyer, Henk Wymeersch, Markus Fröhle, Franz Hlawatsch
Distributed Estimation with Information-Seeking Control in Agent Network. CoRR (2014)
Georg Pichler, Günther Koliander, Erwin Riegler, Franz Hlawatsch
Entropy for singular distributions. ISIT (2014)
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch
The RKHS Approach to Minimum Variance Estimation Revisited: Variance Bounds, Sufficient Statistics, and Exponential Families. IEEE Trans. Inf. Theory 60 (7) (2014)
Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Markus Rupp
Distributed data fusion using iterative covariance intersection. ICASSP (2014)
Günther Koliander, Erwin Riegler, Giuseppe Durisi, Franz Hlawatsch
Degrees of Freedom of Generic Block-Fading MIMO Channels Without a Priori Channel State Information. IEEE Trans. Inf. Theory 60 (12) (2014)
Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
Consensus-based Distributed Particle Filtering With Distributed Proposal Adaptation. IEEE Trans. Signal Process. 62 (12) (2014)
Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison. IEEE Signal Process. Mag. 30 (1) (2013)
Günther Koliander, Erwin Riegler, Giuseppe Durisi, Franz Hlawatsch
Generic correlation increases noncoherent MIMO capacity. ISIT (2013)
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar
Minimum Variance Estimation of a Sparse Vector within the Linear Gaussian Model: An RKHS Approach CoRR (2013)
Günther Koliander, Erwin Riegler, Giuseppe Durisi, Franz Hlawatsch
Generic Correlation Increases Noncoherent MIMO Capacity. CoRR (2013)
Günther Koliander, Erwin Riegler, Giuseppe Durisi, Franz Hlawatsch
Degrees of Freedom of Generic Block-Fading MIMO Channels without A Priori Channel State Information. CoRR (2013)
Alexander Jung, Georg Tauböck, Franz Hlawatsch
Compressive Spectral Estimation for Nonstationary Random Processes. IEEE Trans. Inf. Theory 59 (5) (2013)
Günther Koliander, Erwin Riegler, Giuseppe Durisi, Veniamin I. Morgenshtern, Franz Hlawatsch
A Lower Bound on the Noncoherent Capacity Pre-log for the MIMO Channel with Temporally Correlated Fading CoRR (2013)
Gerald Matz, Helmut Bölcskei, Franz Hlawatsch
Time-Frequency Foundations of Communications. CoRR (2013)
Ondrej Hlinka, Franz Hlawatsch
Distributed particle filtering in the presence of mutually correlated sensor noises. ICASSP (2013)
Bernhard Etzlinger, Florian Meyer, Andreas Springer, Franz Hlawatsch, Henk Wymeersch
Cooperative simultaneous localization and synchronization: A distributed hybrid message passing algorithm. ACSSC (2013)
Gerald Matz, Helmut Bölcskei, Franz Hlawatsch
Time-Frequency Foundations of Communications: Concepts and Tools. IEEE Signal Process. Mag. 30 (6) (2013)
Florian Meyer, Bernhard Etzlinger, Franz Hlawatsch, Andreas Springer
A distributed particle-based belief propagation algorithm for cooperative simultaneous localization and synchronization. ACSSC (2013)
Florian Meyer, Ondrej Hlinka, Franz Hlawatsch
Sigma Point Belief Propagation. CoRR (2013)
Clemens Novak, Gerald Matz, Franz Hlawatsch
IDMA for the Multiuser MIMO-OFDM Uplink: A Factor Graph Framework for Joint Data Detection and Channel Estimation. IEEE Trans. Signal Process. 61 (16) (2013)
Pavol Svac, Florian Meyer, Erwin Riegler, Franz Hlawatsch
Soft-Heuristic Detectors for Large MIMO Systems. IEEE Trans. Signal Process. 61 (18) (2013)
Florian Meyer, Franz Hlawatsch, Henk Wymeersch
Cooperative simultaneous localization and tracking (coslat) with reduced complexity and communication. ICASSP (2013)
Florian Meyer, Erwin Riegler, Ondrej Hlinka, Franz Hlawatsch
Simultaneous Distributed Sensor Self-Localization and Target Tracking Using Belief Propagation and Likelihood Consensus CoRR (2012)
Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp
Likelihood Consensus and Its Application to Distributed Particle Filtering. IEEE Trans. Signal Process. 60 (8) (2012)
Florian Meyer, Erwin Riegler, Ondrej Hlinka, Franz Hlawatsch
Simultaneous distributed sensor self-localization and target tracking using belief propagation and likelihood consensus. ACSCC (2012)
Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
Likelihood consensus-based distributed particle filtering with distributed proposal density adaptation. ICASSP (2012)
Pavol Svac, Florian Meyer, Erwin Riegler, Franz Hlawatsch
Low-complexity detection for large MIMO systems using partial ML detection and genetic programming. SPAWC (2012)
Günther Koliander, Erwin Riegler, Giuseppe Durisi, Veniamin I. Morgenshtern, Franz Hlawatsch
A lower bound on the noncoherent capacity pre-log for the MIMO channel with temporally correlated fading. Allerton Conference (2012)
Georg Kail, Jean-Yves Tourneret, Franz Hlawatsch, Nicolas Dobigeon
Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method. IEEE Trans. Signal Process. 60 (6) (2012)
Georg Kail, Klaus Witrisal, Franz Hlawatsch
Direction-resolved estimation of multipath parameters for UWB channels: A partially collapsed Gibbs sampler method. ICASSP (2011)
Ondrej Hlinka, Franz Hlawatsch, Petar M. Djuric
Likelihood Consensus-Based Distributed Particle Filtering with Distributed Proposal Density Adaptation CoRR (2011)
Sebastian Schmutzhard, Alexander Jung, Franz Hlawatsch
Minimum variance estimation for the sparse signal in noise model. ISIT (2011)
Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp
Likelihood Consensus and Its Application to Distributed Particle Filtering CoRR (2011)
Daniel Eiwen, Georg Tauböck, Franz Hlawatsch, Hans G. Feichtinger
Compressive tracking of doubly selective channels in multicarrier systems based on sequential delay-Doppler sparsity. ICASSP (2011)
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
Unbiased Estimation of a Sparse Vector in White Gaussian Noise. IEEE Trans. Inf. Theory 57 (12) (2011)
Ondrej Sluciak, Ondrej Hlinka, Markus Rupp, Franz Hlawatsch, Petar M. Djuric
Sequential likelihood consensus and its application to distributed particle filtering with reduced communications and latency. ACSCC (2011)
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Alfred O. Hero III
Performance Bounds for Sparse Parametric Covariance Estimation in Gaussian Models CoRR (2011)
Chao Lin, Georg Kail, Jean-Yves Tourneret, Corinne Mailhes, Franz Hlawatsch
P and twave delineation andwaveform estimation in ECG signals using a block gibbs sampler. ICASSP (2011)
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Alfred O. Hero III
Performance bounds for sparse parametric covariance estimation in Gaussian models. ICASSP (2011)
Georg Tauböck, Mario Hampejs, Pavol Svac, Gerald Matz, Franz Hlawatsch, Karlheinz Gröchenig
Low-Complexity ICI/ISI Equalization in Doubly Dispersive Multicarrier Systems Using a Decision-Feedback LSQR Algorithm. IEEE Trans. Signal Process. 59 (5) (2011)
Ondrej Hlinka, Ondrej Sluciak, Franz Hlawatsch, Petar M. Djuric, Markus Rupp
Distributed Gaussian particle filtering using likelihood consensus. ICASSP (2011)
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
On unbiased estimation of sparse vectors corrupted by Gaussian noise. ICASSP (2010)
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
Unbiased Estimation of a Sparse Vector in White Gaussian Noise. CoRR (2010)
Daniel Eiwen, Georg Tauböck, Franz Hlawatsch, Holger Rauhut, Nicolai Czink
Multichannel-compressive estimation of doubly selective channels in MIMO-OFDM systems: Exploiting and enhancing joint sparsity. ICASSP (2010)
Georg Tauböck, Franz Hlawatsch, Daniel Eiwen, Holger Rauhut
Compressive Estimation of Doubly Selective Channels in Multicarrier Systems: Leakage Effects and Sparsity-Enhancing Processing. IEEE J. Sel. Top. Signal Process. 4 (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Franz Hlawatsch