Peter Gerstoft

Michael B. Wakin

IEEE Trans. Signal Process., 2024

Robust and sparse M-estimation of DOA.

[BibT_eX]

[DOI]

Signal Process., 2024

Scaling Continuous Kernels with Sparse Fourier Domain Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks.

[BibT_eX]

[DOI]

Xenofon Karakonstantis

Efren Fernandez-Grande

CoRR, 2024

Spoofing Attack Detection in the Physical Layer with Robustness to User Movement.

[BibT_eX]

[DOI]

Daniel Romero

Tien Ngoc Ha

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Joint Estimation of Channel, Range, and Doppler for FMCW Radar with Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Mehdi Ashury

Fangqing Xiao

José Rodríguez-Piñeiro

Dirk Slock

Dominik Lungenschmied

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Deep Learning-based Modulation Classification of Practical OFDM Signals for Spectrum Sensing.

[BibT_eX]

[DOI]

Byungjun Kim

Proceedings of the IEEE INFOCOM 2024, 2024

Atomic Norm Denoising for Multi-Frequency-Snapshot Doa Estimation.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Deep-Learning-based Spatial Acoustic Properties Recovery from Incomplete Signals.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Fusion of Multi-Resolution Seismic Tomography Maps with Physics-Informed Probability Graphical Models.

[BibT_eX]

[DOI]

Zheng Zhou

Kim Olsen

Proceedings of the IEEE International Conference on Acoustics, 2024

Non-Uniform Frequency Spacing for Regularization-Free Gridless DOA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Source DOA Estimation With Statistical Coverage Guarantees.

[BibT_eX]

[DOI]

Ishan D. Khurjekar

Proceedings of the IEEE International Conference on Acoustics, 2024

Bayesian Optimization with Gaussian Processes for Robust Localization.

[BibT_eX]

[DOI]

William F. Jenkins

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

RML22: Realistic Dataset Generation for Wireless Modulation Classification.

[BibT_eX]

[DOI]

Aly El Gamal

IEEE Trans. Wirel. Commun., November, 2023

Gridless DOA Estimation With Multiple Frequencies.

[BibT_eX]

[DOI]

Michael B. Wakin

IEEE Trans. Signal Process., 2023

SD-PINN: Deep Learning based Spatially Dependent PDEs Recovery.

[BibT_eX]

[DOI]

CoRR, 2023

Blind Modulation Classification of Wi-Fi 6 and 5G signals for Spectrum Sensing.

[BibT_eX]

[DOI]

Byungjun Kim

Proceedings of the Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2023

DOA Uncertainty Quantification With Conformal Prediction.

[BibT_eX]

[DOI]

Ishan D. Khurjekar

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

Empiric Bayesian Inversion of Evaporation Ducts From Synthetic Phased-Array Data.

[BibT_eX]

[DOI]

Ted Rogers

Proceedings of the IEEE International Conference on Acoustics, 2023

SD-PINN: Physics Informed Neural Networks for Spatially Dependent PDES.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Deep Learning-Based Modulation Classification for OFDM Systems Without Symbol-Level Synchronization.

[BibT_eX]

[DOI]

Byungjun Kim

Proceedings of the IEEE International Conference on Acoustics, 2023

Direction-of-Arrival Estimation Using Gaussian Process Interpolation.

[BibT_eX]

[DOI]

Ishan D. Khurjekar

Zoi-Heleni Michalopoulou

Proceedings of the IEEE International Conference on Acoustics, 2023

Robust Sparse Bayesian Learning for DOA.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

Data Centric Approach to Modulation Classification.

[BibT_eX]

[DOI]

Aly El Gamal

Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 2023

2022

DTU three-channel room impulse response dataset for direction of arrival estimation 2020.

[BibT_eX]

[DOI]

Efren Fernandez-Grande

Sharon Gannot

Dataset, May, 2022

Difference-Frequency MUSIC for DOAs.

[BibT_eX]

[DOI]

Jeung-Hoon Lee

IEEE Signal Process. Lett., 2022

Audio Scene Monitoring Using Redundant Ad Hoc Microphone Array Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Spoofing Attack Detection in the Physical Layer with Commutative Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Learning Object Detection Approaches to Source Identification.

[BibT_eX]

[DOI]

Luke Wood

Kevin Anderson

CoRR, 2022

Scatterer Identification by Atomic Norm Minimization in Vehicular mm-Wave Propagation Channels.

[BibT_eX]

[DOI]

IEEE Access, 2022

Gridless DOA Estimation Under the Multi-Frequency Model.

[BibT_eX]

[DOI]

Michael B. Wakin

Proceedings of the IEEE International Conference on Acoustics, 2022

Memory in Echo State Networks and the Controllability Matrix Rank.

[BibT_eX]

[DOI]

Brian Whiteaker

Proceedings of the IEEE International Conference on Acoustics, 2022

Learning-Aided Initialization for Variational Bayesian DOA Estimation.

[BibT_eX]

[DOI]

Florian Meyer

Proceedings of the IEEE International Conference on Acoustics, 2022

DOA M-Estimation Using Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Data-Driven Spatially Dependent PDE Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Semi-Supervised Source Localization With Residual Physical Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Experimental Validation of Wideband SBL Models for DOA Estimation.

[BibT_eX]

[DOI]

Ruchi Pandey

Proceedings of the 30th European Signal Processing Conference, 2022

High Resolution Spectral Analysis and Signal Segregation Using the Polyphase Channelizer.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays.

[BibT_eX]

[DOI]

Mark Wagner

IEEE Trans. Signal Process., 2021

Audio scene monitoring using redundant un-localized microphone arrays.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-Supervised Source Localization in Reverberant Environments With Deep Generative Modeling.

[BibT_eX]

[DOI]

Sharon Gannot

Efren Fernandez-Grande

IEEE Access, 2021

Qualitatively Robust Bayesian Learning for DOA from Array Data using M-Estimation of the Scatter Matrix.

[BibT_eX]

[DOI]

Proceedings of the 25th International ITG Workshop on Smart Antennas, 2021

SSLIDE: Sound Source Localization for Indoors Based on Deep Learning.

[BibT_eX]

[DOI]

Roshan Sai Ayyalasomayajula

Dinesh Bharadia

Proceedings of the IEEE International Conference on Acoustics, 2021

Leaky Integrator Dynamical Systems and Reachable Sets.

[BibT_eX]

[DOI]

Brian Whiteaker

Proceedings of the IEEE International Conference on Acoustics, 2021

Alternating Projections Gridless Covariance-Based Estimation For DOA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Novel Training Methodology to Enhance Deep Learning Based Modulation Classification.

[BibT_eX]

[DOI]

Ankush Jolly

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Robust estimation of DOA from array data at low SNR.

[BibT_eX]

[DOI]

Signal Process., 2020

Unsupervised clustering of coral reef bioacoustics.

[BibT_eX]

[DOI]

CoRR, 2020

Semi-Supervised Source Localization with Deep Generative Modeling.

[BibT_eX]

[DOI]

Sharon Gannot

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Parametric Bootstrapping of Array Data with A Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Compressive 2-d Off-grid DOA Estimation for Propeller Cavitation Localization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Variational Bayesian Estimation of Time-Varying DOAs.

[BibT_eX]

[DOI]

Florian Meyer

Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Over The Air Performance of Deep Learning for Modulation Classification across Channel Conditions.

[BibT_eX]

[DOI]

Mark Wagner

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Sequential Sparse Bayesian Learning For Doa.

[BibT_eX]

[DOI]

Florian Meyer

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Sparse Approximation of an Outdoor-to-Indoor Massive MIMO Channel Measurement.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Grid-less variational Bayesian line spectral estimation with multiple measurement vectors.

[BibT_eX]

[DOI]

Signal Process., 2019

Sparse Bayesian learning with multiple dictionaries.

[BibT_eX]

[DOI]

Signal Process., 2019

DOA Estimation in heteroscedastic noise.

[BibT_eX]

[DOI]

Geert Leus

Signal Process., 2019

Robust Ocean Acoustic Localization With Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Kay L. Gemba

IEEE J. Sel. Top. Signal Process., 2019

Machine learning in acoustics: a review.

[BibT_eX]

[DOI]

Charles-Alban Deledalle

Weichang Li

CoRR, 2019

Sound source ranging using a feed-forward neural network with fitting-based early stopping.

[BibT_eX]

[DOI]

CoRR, 2019

A Deep Network for Single-Snapshot Direction of Arrival Estimation.

[BibT_eX]

[DOI]

Emma Ozanich

Haiqiang Niu

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Gridless DOA Estimation via. Alternating Projections.

[BibT_eX]

[DOI]

Mark Wagner

Proceedings of the IEEE International Conference on Acoustics, 2019

2D Beamforming on Sparse Arrays with Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Maximum-likelihood DOA estimation at low SNR in Laplace-like noise.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Global Robustness Characterization of DOA Estimators by Breakdown Detection.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Wave Equation Extraction from A Video Using Sparse Modeling.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Travel Time Tomography With Adaptive Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2018

Variational Bayesian Inference of Line Spectral Estimation with Multiple Measurement Vectors.

[BibT_eX]

[DOI]

CoRR, 2018

Sparse Bayesian Learning for Directions of Arrival on an FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Sparse Bayesian Learning for DOA Estimation Using Co-Prime and Nested Arrays.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Sparse Bayesian Learning for DOA Estimation of Correlated Sources.

[BibT_eX]

[DOI]

Geert Leus

Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Doa Estimation in Heteroscedastic Noise with Sparse Bayesian Learning.

[BibT_eX]

[DOI]

Geert Leus

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Adaptive Travel Time Tomography with Local Sparsity.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Array Shape Calibration Using Low Rank Projections.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Using graph clustering to locate sources within a dense sensor array.

[BibT_eX]

[DOI]

Signal Process., 2017

c-LASSO and its dual for sparse signal estimation from array data.

[BibT_eX]

[DOI]

Signal Process., 2017

Source localization in an ocean waveguide using supervised machine learning.

[BibT_eX]

[DOI]

Haiqiang Niu

Emma Reeves

CoRR, 2017

Multi-frequency sparse Bayesian learning with uncertainty models.

[BibT_eX]

[DOI]

CoRR, 2017

Sparse Bayesian learning with uncertain sensing matrix.

[BibT_eX]

[DOI]

Kay L. Gemba

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Regularization of geophysical inversion using dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sparse Bayesian learning with multiple dictionaries.

[BibT_eX]

[DOI]

Kay L. Gemba

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Graph clustering for localization within a sensor array.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Multisnapshot Sparse Bayesian Learning for DOA.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Multi Snapshot Sparse Bayesian Learning for DOA Estimation.

[BibT_eX]

[DOI]

CoRR, 2016

Dictionary learning of sound speed profiles.

[BibT_eX]

[DOI]

CoRR, 2016

Locating sources in a dense array through network-based clustering.

[BibT_eX]

[DOI]

Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Weiss-Weinstein bounds for various priors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Wideband Sparse Bayesian Learning for DOA estimation from multiple snapshots.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

2015

Grid-free compressive beamforming.

[BibT_eX]

[DOI]

CoRR, 2015

Resolving Weak Sources within a Dense Array using a Network Approach.

[BibT_eX]

[DOI]

CoRR, 2015

Beamforming of the Residuals is the LASSO's Dual.

[BibT_eX]

[DOI]

CoRR, 2015

Single and multiple snapshot compressive beamforming.

[BibT_eX]

[DOI]

CoRR, 2015

Multiple snapshot compressive beamforming.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2013

Analytic Sequential Weiss-Weinstein Bounds.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Sequential Bayesian Sparse Signal Reconstruction Using Array Data.

[BibT_eX]

[DOI]

Ashkan Panahi

Mats Viberg

IEEE Trans. Signal Process., 2013

Effect of Medium Attenuation on the Asymptotic Eigenvalues of Noise Covariance Matrices.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Oceansub-bottom sensing using randommatrixmodels.

[BibT_eX]

[DOI]

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

Asymptotic Eigenvalue Density of Noise Covariance Matrices.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Passive acoustic monitoring using random matrix theory.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Predictive state vector encoding for decentralized field estimation in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Localization of acoustic sources utilizing a decentralized particle filter.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Bayesian sparse sensing of the Japanese 2011 earthquake.

[BibT_eX]

[DOI]

Huajian Yao

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Session TA8a1: Array signal processing II.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Localization of acoustic sources using a decentralized particle filter.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2011

Bayesian sparse wideband source reconstruction of Japanese 2011 earthquake.

[BibT_eX]

[DOI]

Huajian Yao

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

1999

Source and environmental parameter estimation using electromagnetic matched field processing.

[BibT_eX]

[DOI]

Donald F. Gingras

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997

Generalized likelihood ratio test for selecting a geo-acoustic environmental model.

[BibT_eX]

[DOI]

Pei-Jung Chung

Johann F. Böhme

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Electromagnetic matched field processing for source localization.

[BibT_eX]

[DOI]

Donald F. Gingras

Neil L. Gerr