Alexander Bertrand

发表

Distributed adaptive estimation of correlated node-specific signals in a fully connected sensor network

Marc Moonen, Alexander Bertrand, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Cooperative integrated noise reduction and node-specific direction-of-arrival estimation in a fully connected wireless acoustic sensor network

Marc Moonen, Alexander Bertrand, Amin Hassani, 2015, Signal Process..

Utility Metrics for Assessment and Subset Selection of Input Variables for Linear Estimation [Tips & Tricks]

Alexander Bertrand, A. Bertrand, 2018, IEEE Signal Processing Magazine.

Distributed distortionless signal estimation in wireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Distributed signal estimation in sensor networks where nodes have different interests

Marc Moonen, Alexander Bertrand, 2012, Signal Process..

Online detection of auditory attention with mobile EEG: closing the loop with neurofeedback

Alexander Bertrand, Sabine Van Huffel, Rob Zink, 2017, bioRxiv.

EEG-informed speaker extraction from noisy recordings in neuro-steered hearing aids: linear versus deep learning methods

Hugo Van hamme, Alexander Bertrand, Tom Francart, 2020 .

Distributed LCMV Beamforming in a Wireless Sensor Network With Single-Channel Per-Node Signal Transmission

Marc Moonen, Alexander Bertrand, M. Moonen, 2013, IEEE Transactions on Signal Processing.

Distributed Node-Specific LCMV Beamforming in Wireless Sensor Networks

Marc Moonen, Alexander Bertrand, M. Moonen, 2012, IEEE Transactions on Signal Processing.

Special issue on wireless acoustic sensor networks and ad hoc microphone arrays

Alexander Bertrand, Toon van Waterschoot, Sharon Gannot, 2015, Signal Process..

Towards online spike sorting for high-density neural probes using discriminative template matching with suppression of interfering spikes

Alexander Bertrand, Jasper Wouters, Fabian Kloosterman, 2018, Journal of neural engineering.

Blind parallel interrogation of ultrasonic neural dust motes based on canonical polyadic decomposition: A simulation study

Jan M. Rabaey, Alexander Bertrand, Elad Alon, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Distributed Canonical Correlation Analysis in Wireless Sensor Networks With Application to Distributed Blind Source Separation

Marc Moonen, Alexander Bertrand, M. Moonen, 2015, IEEE Transactions on Signal Processing.

Comments on “Distributed Identification of the Most Critical Node for Average Consensus”

Alexander Bertrand, A. Bertrand, 2017, IEEE Transactions on Signal Processing.

Multidisciplinary Learning through Implementation of the DVB-S2 Standard

Marian Verhelst, Sofie Pollin, Patrick Wambacq, 2017, IEEE Communications Magazine.

Distributed adaptive node-specific MMSE signal estimation in sensor networks with a tree topology

Marc Moonen, Alexander Bertrand, M. Moonen, 2009, 2009 17th European Signal Processing Conference.

GEVD-Based Low-Rank Approximation for Distributed Adaptive Node-Specific Signal Estimation in Wireless Sensor Networks

Marc Moonen, Alexander Bertrand, Amin Hassani, 2016, IEEE Transactions on Signal Processing.

Distributed Adaptive Node-Specific Signal Estimation in Fully Connected Sensor Networks—Part I: Sequential Node Updating

Marc Moonen, Alexander Bertrand, M. Moonen, 2010, IEEE Transactions on Signal Processing.

Introduction to distributed speech enhancement algorithms for ad hoc microphone arrays and wireless acoustic sensor networks Part I: Array Processing in Acoustic Environments

Alexander Bertrand, Sharon Gannot, S. Gannot, 2013 .

Network topology selection for distributed speech enhancement in wireless acoustic sensor networks

Ingrid Moerman, Marc Moonen, Alexander Bertrand, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

A generic EEG artifact removal algorithm based on the multi-channel Wiener filter

Alexander Bertrand, Ben Somers, Tom Francart, 2018, Journal of neural engineering.

Generalized Signal Utility for LMMSE Signal Estimation With Application to Greedy Quantization in Wireless Sensor Networks

Marian Verhelst, Marc Moonen, Alexander Bertrand, 2016, IEEE Signal Processing Letters.

Distributed adaptive eigenvector estimation of the sensor signal covariance matrix in a fully connected sensor network

Marc Moonen, Alexander Bertrand, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks

Ali H. Sayed, Marc Moonen, Alexander Bertrand, 2011, 2011 19th European Signal Processing Conference.

Motion artifact reduction in EEG recordings using multi-channel contact impedance measurements

Marc Moonen, Chris Van Hoof, Alexander Bertrand, 2013, 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Improved tracking performance for distributed node-specific signal enhancement inwireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Blind sampling rate offset estimation based on coherence drift in wireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Mohamad Hasan Bahari, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Unsupervised diffusion-based LMS for node-specific parameter estimation over wireless sensor networks

Marc Moonen, Alexander Bertrand, Mohamad Hasan Bahari, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Greedy distributed node selection for node-specific signal estimation in wireless sensor networks

Ingrid Moerman, Marc Moonen, Alexander Bertrand, 2014, Signal Process..

Optimal versus approximate channel selection methods for EEG decoding with application to topology-constrained neuro-sensor networks

Alexander Bertrand, Panagiotis Patrinos, Abhijith Mundanad Narayanan, 2020 .

Adaptive Quantization for Multichannel Wiener Filter-Based Speech Enhancement in Wireless Acoustic Sensor Networks

Marian Verhelst, Marc Moonen, Alexander Bertrand, 2017, Wirel. Commun. Mob. Comput..

Utility based cross-layer collaboration for speech enhancement in wireless acoustic sensor networks

Ingrid Moerman, Marc Moonen, Alexander Bertrand, 2011, 2011 19th European Signal Processing Conference.

Auditory-Inspired Speech Envelope Extraction Methods for Improved EEG-Based Auditory Attention Detection in a Cocktail Party Scenario

Alexander Bertrand, Tom Francart, Neetha Das, 2017, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Tracking of a rotating object in a Wireless Sensor Network using fuzzy based adaptive IMM filter

Marc Moonen, Alexander Bertrand, Amin Hassani, 2012, 2012 19th IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT).

Distributed signal estimation in a wireless sensor network with partially-overlapping node-specific interests or source observability

Marc Moonen, Alexander Bertrand, Jorge Plata-Chaves, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario

Marc Moonen, Alexander Bertrand, Jan Wouters, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses

Alexander Bertrand, Tom Francart, Simon Van Eyndhoven, 2016, IEEE Transactions on Biomedical Engineering.

Multi-task wireless acoustic sensor network for node-specific speech enhancement and DOA estimation

Marc Moonen, Alexander Bertrand, Jorge Plata-Chaves, 2016, 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).

Real-time distributed speech enhancement with two collaborating microphone arrays

Marc Moonen, Alexander Bertrand, Amin Hassani, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Distributed Multi-Speaker Voice Activity Detection for Wireless Acoustic Sensor Networks

Michael Muma, Marc Moonen, Alexander Bertrand, 2017 .

The effect of miniaturization and galvanic separation of EEG sensor devices in an auditory attention detection task

Alexander Bertrand, Abhijith Mundanad Narayanan, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Unsupervised learning of auditory filter banks using non-negative matrix factorisation

Hugo Van hamme, Alexander Bertrand, Kris Demuynck, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Distributed Signal Processing for Wireless EEG Sensor Networks

Alexander Bertrand, A. Bertrand, 2015, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Analysis of miniaturization effects and channel selection strategies for EEG sensor networks with application to auditory attention detection

Alexander Bertrand, Abhijith Mundanad Narayanan, A. Bertrand, 2019, bioRxiv.

Distributed adaptive node-specific signal estimation in heterogeneous and mixed-topology wireless sensor networks

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2015, Signal Process..

On the Use of Time-Domain Widely Linear Filtering for Binaural Speech Enhancement

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2013, IEEE Signal Processing Letters.

Robust Distributed Noise Reduction in Hearing Aids with External Acoustic Sensor Nodes

Marc Moonen, Alexander Bertrand, 2009, EURASIP J. Adv. Signal Process..

Power iteration-based distributed total least squares estimation in ad hoc sensor networks

Marc Moonen, Alexander Bertrand, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Introduction to distributed speech enhancement algorithms for ad hoc microphone arrays and wireless acoustic sensor networks Part IV: Random Microphone Deployment

Alexander Bertrand, Sharon Gannot, S. Gannot, 2013 .

Efficient computation of microphone utility in a wireless acoustic sensor network with multi-channel Wiener filter based noise reduction

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Seeing the Bigger Picture: How Nodes Can Learn Their Place Within a Complex Ad Hoc Network Topology

Marc Moonen, Alexander Bertrand, M. Moonen, 2013, IEEE Signal Processing Magazine.

LCMV beamforming with subspace projection for multi-speaker speech enhancement

Marc Moonen, Alexander Bertrand, Amin Hassani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Distributed eye blink artifact removal in a wireless EEG sensor network

Marc Moonen, Alexander Bertrand, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Optimal spatial filtering for auditory steady-state response detection using high-density EEG

Marc Moonen, Alexander Bertrand, Jan Wouters, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Low-rank approximation-based distributed node-specific signal estimation in a fully-connected wireless sensor network

Marc Moonen, Alexander Bertrand, Amin Hassani, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses

Simon Van Eyndhoven, Alexander Bertrand, Tom Francart, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks

Ali H. Sayed, Marc Moonen, Alexander Bertrand, 2011, IEEE Transactions on Signal Processing.

On the Convexity of Bit Depth Allocation for Linear MMSE Estimation in Wireless Sensor Networks

Alexander Bertrand, Panagiotis Patrinos, Marian Verhelst, 2020, IEEE Signal Processing Letters.

EEG-based auditory attention detection: boundary conditions for background noise and speaker positions

Alexander Bertrand, Tom Francart, Neetha Das, 2018, bioRxiv.

Optimal versus approximate channel selection methods for EEG decoding with application to topology-constrained neuro-sensor networks.

Alexander Bertrand, Panagiotis Patrinos, Abhijith Mundanad Narayanan, 2020, IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

EEG-based auditory attention detection: boundary conditions for background noise and speaker positions.

Alexander Bertrand, Tom Francart, Neetha Das, 2018, Journal of neural engineering.

EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters

Simon Van Eyndhoven, Alexander Bertrand, Tom Francart, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Topology-aware distributed adaptation of Laplacian weights for in-network averaging

Marc Moonen, Alexander Bertrand, M. Moonen, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Online detection of auditory attention in a neurofeedback application

Sabine Van Huffel, Maarten De Vos, Alexander Bertrand, 2016 .

Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links

Marc Moonen, Alexander Bertrand, Marian Verhelst, 2020, Signal Process..

Removal of eye blink artifacts in wireless EEG sensor networks using reduced-bandwidth canonical correlation analysis

Alexander Bertrand, Ben Somers, A. Bertrand, 2016, Journal of neural engineering.

Optimal distributed minimum-variance beamforming approaches for speech enhancement in wireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Sharon Gannot, 2015, Signal Process..

Energy aware greedy subset selection for speech enhancement in wireless acoustic sensor networks

Ingrid Moerman, Marc Moonen, Alexander Bertrand, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Efficient sensor subset selection and link failure response for linear MMSE signal estimation in wireless sensor networks

Marc Moonen, Alexander Bertrand, M. Moonen, 2010, 2010 18th European Signal Processing Conference.

Distributed Adaptive Node-Specific Signal Estimation in Fully Connected Sensor Networks—Part II: Simultaneous and Asynchronous Node Updating

Marc Moonen, Alexander Bertrand, M. Moonen, 2010, IEEE Transactions on Signal Processing.

Topology-Independent Distributed Adaptive Node-Specific Signal Estimation in Wireless Sensor Networks

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2017, IEEE Transactions on Signal and Information Processing over Networks.

Beamforming approaches for untethered, ultrasonic neural dust motes for cortical recording: A simulation study

Jan M. Rabaey, Alexander Bertrand, Elad Alon, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Adaptive distributed noise reduction for speech enhancement in wireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Jef Callebaut, 2010 .

Distributed computation of the Fiedler vector with application to topology inference in ad hoc networks

Marc Moonen, Alexander Bertrand, M. Moonen, 2013, Signal Process..

Low-Complexity Distributed Total Least Squares Estimation in Ad Hoc Sensor Networks

Marc Moonen, Alexander Bertrand, 2012, IEEE Transactions on Signal Processing.

Distributed labelling of audio sources in wireless acoustic sensor networks using consensus and matching

Marc Moonen, Alexander Bertrand, Mohamad Hasan Bahari, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

SHYBRID: A Graphical Tool for Generating Hybrid Ground-Truth Spiking Data for Evaluating Spike Sorting Performance

Alexander Bertrand, Fabian Kloosterman, Jasper Wouters, 2019, bioRxiv.

Distributed LCMV beamforming in wireless sensor networks with node-specific desired signals

Marc Moonen, Alexander Bertrand, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Binaural Noise Cue Preservation in a Binaural Noise Reduction System With a Remote Microphone Signal

Marc Moonen, Alexander Bertrand, Joseph Szurley, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Distributed adaptive generalized eigenvector estimation of a sensor signal covariance matrix pair in a fully connected sensor network

Marc Moonen, Alexander Bertrand, M. Moonen, 2015, Signal Process..

Energy-vs-performance trade-offs in speech enhancement in wireless acoustic sensor networks

Marian Verhelst, Marc Moonen, Alexander Bertrand, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Distributed node-specific direction-of-arrival estimation in wireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Amin Hassani, 2013, 21st European Signal Processing Conference (EUSIPCO 2013).

Blind Sampling Rate Offset Estimation for Wireless Acoustic Sensor Networks Through Weighted Least-Squares Coherence Drift Estimation

Marc Moonen, Alexander Bertrand, Mohamad Hasan Bahari, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Heterogeneous and Multitask Wireless Sensor Networks—Algorithms, Applications, and Challenges

Sergios Theodoridis, Marc Moonen, Alexander Bertrand, 2017, IEEE Journal of Selected Topics in Signal Processing.

Distributed adaptive estimation of covariance matrix eigenvectors in wireless sensor networks with application to distributed PCA

Marc Moonen, Alexander Bertrand, M. Moonen, 2014, Signal Process..

Distributed Adaptive Estimation of Node-Specific Signals in Wireless Sensor Networks With a Tree Topology

Marc Moonen, Alexander Bertrand, M. Moonen, 2011, IEEE Transactions on Signal Processing.

Efficient Calculation of Sensor Utility and Sensor Removal in Wireless Sensor Networks for Adaptive Signal Estimation and Beamforming

Ingrid Moerman, Marc Moonen, Alexander Bertrand, 2012, IEEE Transactions on Signal Processing.

Energy-based multi-speaker voice activity detection with an ad hoc microphone array

Marc Moonen, Alexander Bertrand, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Signal Processing Algorithms for Wireless Acoustic Sensor Networks (Signaalverwerkingsalgoritmes voor draadloze akoestische sensornetwerken)

Alexander Bertrand, 2011 .

Data-Driven Multi-Channel Filter Design with Peak-Interference Suppression for Threshold-Based Spike Sorting in High-Density Neural Probes

Alexander Bertrand, Fabian Kloosterman, Jasper Wouters, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-Task Wireless Sensor Network for Joint Distributed Node-Specific Signal Enhancement, LCMV Beamforming and DOA Estimation

Marc Moonen, Alexander Bertrand, Mohamad Hasan Bahari, 2017, IEEE Journal of Selected Topics in Signal Processing.

Applications and trends in wireless acoustic sensor networks: A signal processing perspective

Alexander Bertrand, A. Bertrand, 2011, 2011 18th IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT).

Blind separation of non-negative source signals using multiplicative updates and subspace projection

Marc Moonen, Alexander Bertrand, M. Moonen, 2010, Signal Process..

Distributed GEVD-based signal subspace estimation in a fully-connected wireless sensor network

Marc Moonen, Alexander Bertrand, Amin Hassani, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Distributed signal subspace estimation based on local generalized eigenvector matrix inversion

Marc Moonen, Alexander Bertrand, Amin Hassani, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Multi-Channel Noise Reduction in Hearing Aids with Wireless Access to an External Reference Signal

Marc Moonen, Alexander Bertrand, Bram Cornelis, 2012, IWAENC.

Consensus-Based Distributed Total Least Squares Estimation in Ad Hoc Wireless Sensor Networks

Marc Moonen, Alexander Bertrand, 2011, IEEE Transactions on Signal Processing.

Incremental multiple error filtered-X LMS for node-specific active noise control over wireless acoustic sensor networks

Marc Moonen, Alexander Bertrand, Jorge Plata-Chaves, 2016, 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM).

A modified broadcast strategy for distributed signal estimation in a wireless sensor network with a tree topology

Ingrid Moerman, Marc Moonen, Alexander Bertrand, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices

Alexander Bertrand, Bernd T. Meyer, Tom Francart, 2020, IEEE Signal Processing Magazine.

Distributed Adaptive Trace Ratio Optimization in Wireless Sensor Networks

Alexander Bertrand, Cem Ates Musluoglu, A. Bertrand, 2021, IEEE Transactions on Signal Processing.

Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation

Alexander Bertrand, Maarten De Vos, Tim De Ryck, 2020, IEEE Transactions on Signal Processing.

Electrocardiogram Quality Assessment Using Unsupervised Deep Learning

Alexander Bertrand, Maarten De Vos, Nick Seeuws, 2021, IEEE Transactions on Biomedical Engineering.

Utility metric for unsupervised feature selection

Sabine Van Huffel, Alexander Bertrand, Carolina Varon, 2021, PeerJ Comput. Sci..

End-to-end learnable EEG channel selection with deep neural networks pdf

Alexander Bertrand, Thomas Strypsteen, 2021, ArXiv.

Unsupervised Self-Adaptive Auditory Attention Decoding

Alexander Bertrand, Tom Francart, Simon Geirnaert, 2021, IEEE Journal of Biomedical and Health Informatics.

Distributed MAXVAR: Identifying Common Signal Components across the Nodes of a Sensor Network

Alexander Bertrand, Charles Hovine, A. Bertrand, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Grouped variable selection for generalized eigenvalue problems

Alexander Bertrand, Jonathan Dan, Simon Geirnaert, 2021, Signal Process..

End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmax

Alexander Bertrand, Thomas Strypsteen, A. Bertrand, 2021, Journal of neural engineering.

The effect of head-related filtering and ear-specific decoding bias on auditory attention detection

Alexander Bertrand, Tom Francart, Neetha Das, 2016, Journal of neural engineering.