Franz Hlawatsch
Orcid: 0000-0001-9010-9285Affiliations:
- TU Wien, Vienna, Austria
According to our database1,
Franz Hlawatsch
authored at least 178 papers
between 1985 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to time-frequency signal processing".
Timeline
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Online presence:
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on orcid.org
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Bibliography
2024
Distributed Bayesian target tracking with reduced communication: Likelihood consensus 2.0.
Signal Process., February, 2024
2023
Bayesian Methods for Optical Flow Estimation Using a Variational Approximation, with Applications to Ultrasound.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking.
IEEE Trans. Signal Process., 2022
IEEE Trans. Aerosp. Electron. Syst., 2022
2021
A distributed particle-PHD filter using arithmetic-average fusion of Gaussian mixture parameters.
Inf. Fusion, 2021
2020
IEEE Trans. Aerosp. Electron. Syst., 2020
IEEE Signal Process. Lett., 2020
Tracking Carotid Artery Wall Motion Using an Unscented Kalman Filter and Data Fusion.
IEEE Access, 2020
Feature Drift Resilient Tracking of The Carotid Artery Wall Using Unscented Kalman Filtering With Data Fusion.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Probabilistic Label Association Algorithm for Distributed Labeled Multi-Bernoulli Filtering.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
2019
IEEE Trans. Wirel. Commun., 2019
Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation.
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Inf. Process. over Networks, 2019
IEEE Signal Process. Lett., 2019
Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2019
A Multitarget Tracking Method for Estimating Carotid Artery Wall Motion from Ultrasound Sequences.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
IEEE Internet Things J., 2018
Target Tracking Using a Distributed Particle-Pda Filter With Sparsity-Promoting Likelihood Consensus.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Multiobject Tracking with Track Continuity: An Efficient Random Finite Set Based Algorithm.
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
2017
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors.
IEEE Trans. Signal Process., 2017
IEEE Trans. Signal Process., 2017
Local detection and estimation of multiple objects from images with overlapping observation areas.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Distributed Localization and Tracking of Mobile Networks Including Noncooperative Objects.
IEEE Trans. Signal Inf. Process. over Networks, 2016
IEEE Trans. Inf. Theory, 2016
Cooperative Localization for Mobile Networks: A Distributed Belief Propagation-Mean Field Message Passing Algorithm.
IEEE Signal Process. Lett., 2016
Belief propagation based joint probabilistic data association for multipath-assisted indoor navigation and tracking.
Proceedings of the International Conference on Localization and GNSS, 2016
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016
Tracking an unknown number of targets using multiple sensors: A belief propagation method.
Proceedings of the 19th International Conference on Information Fusion, 2016
Sequential Monte Carlo implementation of the track-oriented marginal multi-Bernoulli/poisson filter.
Proceedings of the 19th International Conference on Information Fusion, 2016
2015
SMLR-Type Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Temporal Distance Constraint.
IEEE Trans. Signal Process., 2015
IEEE Signal Process. Lett., 2015
IEEE J. Sel. Areas Commun., 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 18th International Conference on Information Fusion, 2015
2014
IEEE Trans. Signal Process., 2014
Degrees of Freedom of Generic Block-Fading MIMO Channels Without a Priori Channel State Information.
IEEE Trans. Inf. Theory, 2014
Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach.
IEEE Trans. Inf. Theory, 2014
The RKHS Approach to Minimum Variance Estimation Revisited: Variance Bounds, Sufficient Statistics, and Exponential Families.
IEEE Trans. Inf. Theory, 2014
Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter.
Signal Process., 2014
CoRR, 2014
Multichannel group sparsity methods for compressive channel estimation in doubly selective multicarrier MIMO systems.
CoRR, 2014
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014
Cooperative simultaneous localization and synchronization: Toward a low-cost hardware implementation.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Distributed decorrelation in sensor networks with application to distributed particle filtering.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IDMA for the Multiuser MIMO-OFDM Uplink: A Factor Graph Framework for Joint Data Detection and Channel Estimation.
IEEE Trans. Signal Process., 2013
IEEE Trans. Inf. Theory, 2013
IEEE Signal Process. Mag., 2013
Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison.
IEEE Signal Process. Mag., 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Cooperative simultaneous localization and tracking (coslat) with reduced complexity and communication.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
A distributed particle-based belief propagation algorithm for cooperative simultaneous localization and synchronization.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
Cooperative simultaneous localization and synchronization: A distributed hybrid message passing algorithm.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Blind Deconvolution of Sparse Pulse Sequences Under a Minimum Distance Constraint: A Partially Collapsed Gibbs Sampler Method.
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
Low-complexity detection for large MIMO systems using partial ML detection and genetic programming.
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Likelihood consensus-based distributed particle filtering with distributed proposal density adaptation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
A lower bound on the noncoherent capacity pre-log for the MIMO channel with temporally correlated fading.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
Simultaneous distributed sensor self-localization and target tracking using belief propagation and likelihood consensus.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
Low-Complexity ICI/ISI Equalization in Doubly Dispersive Multicarrier Systems Using a Decision-Feedback LSQR Algorithm.
IEEE Trans. Signal Process., 2011
IEEE Trans. Inf. Theory, 2011
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
P and twave delineation andwaveform estimation in ECG signals using a block gibbs sampler.
Proceedings of the IEEE International Conference on Acoustics, 2011
Direction-resolved estimation of multipath parameters for UWB channels: A partially collapsed Gibbs sampler method.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Compressive tracking of doubly selective channels in multicarrier systems based on sequential delay-Doppler sparsity.
Proceedings of the IEEE International Conference on Acoustics, 2011
Sequential likelihood consensus and its application to distributed particle filtering with reduced communications and latency.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Compressive Estimation of Doubly Selective Channels in Multicarrier Systems: Leakage Effects and Sparsity-Enhancing Processing.
IEEE J. Sel. Top. Signal Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Multichannel-compressive estimation of doubly selective channels in MIMO-OFDM systems: Exploiting and enhancing joint sparsity.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Signal Process., 2009
Compressive estimation of doubly selective channels: exploiting channel sparsity to improve spectral efficiency in multicarrier transmissions
CoRR, 2009
Factor graph based design of an OFDM-IDMA receiver performing joint data detection, channel estimation, and channel length selection.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Time-space-sequential algorithms for distributed Bayesian state estimation in serial sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of IEEE International Conference on Communications, 2008
A compressed sensing technique for OFDM channel estimation in mobile environments: Exploiting channel sparsity for reducing pilots.
Proceedings of the IEEE International Conference on Acoustics, 2008
A factor graph approach to joint iterative data detection and channel estimation in pilot-assisted IDMA transmissions.
Proceedings of the IEEE International Conference on Acoustics, 2008
Compressed sensing based estimation of doubly selective channels using a sparsity-optimized basis expansion.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Analysis, Optimization, and Implementation of Low-Interference Wireless Multicarrier Systems.
IEEE Trans. Wirel. Commun., 2007
Time-Frequency ARMA Models and Parameter Estimators for Underspread Nonstationary Random Processes.
IEEE Trans. Signal Process., 2007
Multiuser Space-Time Algorithms for Synchronization, Channel Estimation, and Data Detection in an Interference Monitoring System for UMTS/TDD Networks.
IEEE Trans. Commun., 2007
On the Capacity-Achieving Input Covariance for Multicarrier Communications over Doubly Selective Channels.
Proceedings of the IEEE International Symposium on Information Theory, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
MIMO-IDMA: Uplink Multiuser MIMO Communications using Interleave-Division Multiple Access and Low-Complexity Iterative Receivers.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
IEEE Trans. Signal Process., 2006
Nonstationary spectral analysis based on time-frequency operator symbols and underspread approximations.
IEEE Trans. Inf. Theory, 2006
Efficient Soft Demodulation in MIMO-OFDM Systems with BICM and Constant Modulus Alphabets.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Least-Squares and Maximum-Likelihood Tfar Parameter Estimation for Nonstationary Processes.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Time-varying communication channels: Fundamentals, recent developments, and open problems.
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of IEEE International Conference on Communications, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Dynamic versus conventional layer sorting for nulling-and-cancelling based MIMO detection.
Proceedings of the 13th European Signal Processing Conference, 2005
2004
Unbiased scattering function estimators for underspread channels and extension to data-driven operation.
IEEE Trans. Signal Process., 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Time-frequency-moving-average processes: principles and cepstral methods for parameter estimation.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004
2003
Efficient detection algorithms for MIMO channels: a geometrical approach to approximate ML detection.
IEEE Trans. Signal Process., 2003
Wigner distributions (nearly) everywhere: time-frequency analysis of signals, systems, random processes, signal spaces, and frames.
Signal Process., 2003
Signal Process., 2003
Proceedings of IEEE International Conference on Communications, 2003
Adaptive Wiener filters for time-varying channel estimation in wireless OFDM systems.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Time-frequency-autoregressive random processes: modeling and fast parameter estimation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Robuston methods for stable statistical signal processing: principles and application to nonstationary signal estimation.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Global Telecommunications Conference, 2003
A multiantenna detection algorithm for UMTS/TDD receivers in strong interference environments.
Proceedings of the Global Telecommunications Conference, 2003
2002
IEEE Trans. Commun., 2002
Pulse-shaping OFDM/BFDM systems for time-varying channels: ISI/ICI analysis, optimal pulse design, and efficient implementation.
Proceedings of the 13th IEEE International Symposium on Personal, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Time-frequency projection filters: Online implementation, subspace tracking, and application to interference excision.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Space-time synchronization algorithms for UMTS/TDD systems with strong co-channel interference.
Proceedings of the Global Telecommunications Conference, 2002
MMSE estimation of time-varying channels for DVB-T systems with strong co-channel interference.
Proceedings of the 11th European Signal Processing Conference, 2002
2001
IEEE Trans. Inf. Theory, 2001
Signal-adaptive robust time-varying Wiener filters: best subspace selection and statistical analysis.
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Time-frequency formulation, design, and implementation of time-varying optimal filters for signal estimation.
IEEE Trans. Signal Process., 2000
Minimax robust nonstationary signal estimation based on a <i>p</i>-point uncertainty model.
J. Frankl. Inst., 2000
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000
Efficient POCS algorithms for deterministic blind equalization of time-varying channels.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000
1999
The power classes-quadratic time-frequency representations with scale covariance and dispersive time-shift covariance.
IEEE Trans. Signal Process., 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
IEEE Trans. Signal Process., 1998
Quadratic Time-Frequency Representations with Scale Covariance and Generalized Time-Shift Covariance: A Unified Framework for the Affine, Hyperbolic, and Power Classes.
Digit. Signal Process., 1998
Extending the transfer function calculus of time-varying linear systems: a generalized underspread theory.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Generalized evolutionary spectral analysis and the Weyl spectrum of nonstationary random processes.
IEEE Trans. Signal Process., 1997
The hyperbolic class of quadratic time-frequency representations. II. Subclasses, intersection with the affine and power classes, regularity, and unitarity.
IEEE Trans. Signal Process., 1997
IEEE Trans. Signal Process., 1997
Subband Image Coding Using Cosine Modulated Filter Banks with Perfect Reconstruction and Linear Phase.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Extending the characteristic function method for joint a-b and time-frequency analysis.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
IEEE Signal Process. Lett., 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
IEEE Trans. Inf. Theory, 1995
Smoothed pseudo-Wigner distribution, Choi-Williams distribution, and cone-kernel representation: Ambiguity-domain analysis and experimental comparison.
Signal Process., 1995
A unified framework for the scale covariant affine, hyperbolic, and power class quadratic time-frequency representations using generalized time shifts.
Proceedings of the 1995 International Conference on Acoustics, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
IEEE Trans. Signal Process., 1994
IEEE Trans. Signal Process., 1994
Time-frequency signal synthesis with time-frequency extrapolation and don't-care regions.
IEEE Trans. Signal Process., 1994
1993
The hyperbolic class of quadratic time-frequency representations. I. Constant-Q warping, the hyperbolic paradigm, properties, and members.
IEEE Trans. Signal Process., 1993
IEEE Trans. Signal Process., 1993
Proceedings of the IEEE International Conference on Acoustics, 1993
1992
IEEE Trans. Inf. Theory, 1992
IEEE Signal Process. Mag., 1992
1991
IEEE Trans. Signal Process., 1991
IEEE Trans. Signal Process., 1991
IEEE Trans. Signal Process., 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
Proceedings of the 1990 International Conference on Acoustics, 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
1988
A note on 'Wigner distribution for finite duration or band-limited signals and limiting cases [and author's reply].
IEEE Trans. Acoust. Speech Signal Process., 1988
Proceedings of the IEEE International Conference on Acoustics, 1988
1987
Proceedings of the IEEE International Conference on Acoustics, 1987
1985
Proceedings of the IEEE International Conference on Acoustics, 1985