Franz Hlawatsch

According to our database1, Franz Hlawatsch authored at least 165 papers between 1985 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2012, "For contributions to time-frequency signal processing".

Timeline

Legend:

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Links

Homepages:

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Bibliography

2020
A Fast Labeled Multi-Bernoulli Filter Using Belief Propagation.
IEEE Trans. Aerosp. Electron. Syst., 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
A Belief Propagation Algorithm for Multipath-Based SLAM.
IEEE Trans. Wirel. Commun., 2019

Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation.
IEEE Trans. Signal Process., 2019

Distributed Bernoulli Filtering Using Likelihood Consensus.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Cardinality-Consensus-Based PHD Filtering for Distributed Multitarget Tracking.
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
Rate-Distortion Theory of Finite Point Processes.
IEEE Trans. Inf. Theory, 2018

Message Passing Algorithms for Scalable Multitarget Tracking.
Proc. IEEE, 2018

A Scalable Algorithm for Network Localization and Synchronization.
IEEE Internet Things J., 2018

A Scalable Belief Propagation Algorithm for Radio Signal Based SLAM.
CoRR, 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

A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning.
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

Cooperative Simultaneous Localization and Synchronization in Mobile Agent Networks.
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

Entropy and Source Coding for Integer-Dimensional Singular Random Variables.
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

Scalable Adaptive Multitarget Tracking Using Multiple Sensors.
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

Distributed Sequential Estimation in Asynchronous Wireless Sensor Networks.
IEEE Signal Process. Lett., 2015

Distributed Estimation With Information-Seeking Control in Agent Networks.
IEEE J. Sel. Areas Commun., 2015

Cooperative localization with information-seeking control.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Scalable multitarget tracking using multiple sensors: A belief propagation approach.
Proceedings of the 18th International Conference on Information Fusion, 2015

2014
Consensus-based Distributed Particle Filtering With Distributed Proposal Adaptation.
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

Sigma Point Belief Propagation.
IEEE Signal Process. Lett., 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

Distributed Estimation with Information-Seeking Control in Agent Network.
CoRR, 2014

Cooperative Simultaneous Localization and Tracking in Mobile Agent Networks.
CoRR, 2014

Multichannel group sparsity methods for compressive channel estimation in doubly selective multicarrier MIMO systems.
CoRR, 2014

Entropy for singular distributions.
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

Compressive nonparametric graphical model selection for time series.
Proceedings of the IEEE International Conference on Acoustics, 2014

Distributed data fusion using iterative covariance intersection.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Soft-Heuristic Detectors for Large MIMO Systems.
IEEE Trans. Signal Process., 2013

IDMA for the Multiuser MIMO-OFDM Uplink: A Factor Graph Framework for Joint Data Detection and Channel Estimation.
IEEE Trans. Signal Process., 2013

Compressive Spectral Estimation for Nonstationary Random Processes.
IEEE Trans. Inf. Theory, 2013

Time-Frequency Foundations of Communications: Concepts and Tools.
IEEE Signal Process. Mag., 2013

Distributed Particle Filtering in Agent Networks: A Survey, Classification, and Comparison.
IEEE Signal Process. Mag., 2013

Time-Frequency Foundations of Communications.
CoRR, 2013

Generic correlation increases noncoherent MIMO capacity.
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

Distributed particle filtering in the presence of mutually correlated sensor noises.
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

Likelihood Consensus and Its Application to Distributed Particle Filtering.
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

Unbiased Estimation of a Sparse Vector in White Gaussian Noise.
IEEE Trans. Inf. Theory, 2011

Minimum variance estimation for the sparse signal in noise model.
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

Performance bounds for sparse parametric covariance estimation in Gaussian models.
Proceedings of the IEEE International Conference on Acoustics, 2011

Distributed Gaussian particle filtering using likelihood consensus.
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

A Lower Bound on the Estimator Variance for the Sparse Linear Model
CoRR, 2010

A partially collapsed Gibbs sampler for parameters with local constraints.
Proceedings of the IEEE International Conference on Acoustics, 2010

On unbiased estimation of sparse vectors corrupted by Gaussian noise.
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
Vector time-frequency AR models for nonstationary multivariate random processes.
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

Blind Monte Carlo detection-estimation method for optical coherence tomography.
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
Low-Complexity Factor Graph Receivers for Spectrally Efficient MIMO-IDMA.
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

Low-Complexity MIMO Data Detection using Seysen's Lattice Reduction Algorithm.
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
Dynamic Nulling-and-Canceling for Efficient Near-ML Decoding of MIMO Systems.
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
Low-complexity soft demodulation of MIMO-BICM using the line-search detector.
Proceedings of IEEE International Conference on Communications, 2005

TFARMA models: order estimation and stabilization.
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

Dynamic ing-and-cancelling with near-ML performance for MIMO communication systems.
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

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

Special section: From signal processing theory to implementation.
Signal Process., 2003

Space-time algorithms for multiuser channel estimation in the downlink of UMTS/TDD.
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

Space-time matrix modulation: extension to unknown doubly selective MIMO channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Efficient near-ML detection for MIMO channels: the sphere-projection algorithm.
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
On the systematic measurement errors of correlative mobile radio channel sounders.
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

Adaptive prediction of time-varying channels for coded OFDM systems.
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

Improved multiedge detection and reflectivity estimation for SAR images.
Proceedings of the IEEE International Conference on Acoustics, 2002

Space-time matrix modulation: Rank-deficient channels and multi-user case.
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
Noise reduction in oversampled filter banks using predictive quantization.
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

Blind equalization of MIMO channels using deterministic precoding.
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

Predictive equalization of time-varying channels for coded OFDM/BFDM systems.
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

Minimax robust time-frequency filters for nonstationary signal estimation.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Frame-theoretic analysis of oversampled filter banks.
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

Discrete Zak transforms, polyphase transforms, and applications.
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

Oversampled filter banks: optimal noise shaping, design freedom, and noise analysis.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Wigner-type a-b and time-frequency analysis based on conjugate operators.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Oversampled FIR and IIR DFT filter banks and Weyl-Heisenberg frames.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Second-order time-frequency synthesis of nonstationary random processes.
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

Time-frequency formulation and design of nonstationary Wiener filters.
Proceedings of the 1995 International Conference on Acoustics, 1995

Displacement-covariant time-frequency energy distributions.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Bilinear time-frequency representations of signals: the shift-scale invariant class.
IEEE Trans. Signal Process., 1994

Time-frequency projection filters and time-frequency signal expansions.
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

Time-Frequency Design and Processing of Signals Via Smoothed Wigner Distributions.
IEEE Trans. Signal Process., 1993

The Wigner distribution of a linear signal space.
IEEE Trans. Signal Process., 1993

Regularity and unitarity of affine and hyperbolic time-frequency representations.
Proceedings of the IEEE International Conference on Acoustics, 1993

1992
Bilinear signal synthesis.
IEEE Trans. Signal Process., 1992

Regularity and unitarity of bilinear time-frequency signal representations.
IEEE Trans. Inf. Theory, 1992

1991
Improved signal synthesis from pseudo-Wigner distribution.
IEEE Trans. Signal Process., 1991

Phase matching algorithms for Wigner-distribution signal synthesis.
IEEE Trans. Signal Process., 1991

Duality and classification of bilinear time-frequency signal representations.
IEEE Trans. Signal Process., 1991

Time-frequency filter banks with perfect reconstruction.
Proceedings of the 1991 International Conference on Acoustics, 1991

Time-frequency analysis of linear signal spaces.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
General signal synthesis algorithms for smoothed versions of Wigner distribution.
Proceedings of the 1990 International Conference on Acoustics, 1990

Time-frequency subspaces and their application to time-varying filtering.
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

1987
Time-frequency signal synthesis on signal subspaces.
Proceedings of the IEEE International Conference on Acoustics, 1987

1985
Transformation, inversion and conversion of bilinear signal representations.
Proceedings of the IEEE International Conference on Acoustics, 1985


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