Peter Gerstoft

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 88

Top Venues

Publications

Yifan Wu, Michael B. Wakin, Peter Gerstoft, Yongsung Park
Non-Uniform Frequency Spacing for Regularization-Free Gridless DOA. ICASSP (2024)
Zheng Zhou, Peter Gerstoft, Kim Olsen
Fusion of Multi-Resolution Seismic Tomography Maps with Physics-Informed Probability Graphical Models. ICASSP (2024)
Ishan D. Khurjekar, Peter Gerstoft
Multi-Source DOA Estimation With Statistical Coverage Guarantees. ICASSP (2024)
Byungjun Kim, Christoph F. Mecklenbräuker, Peter Gerstoft
Deep Learning-based Modulation Classification of Practical OFDM Signals for Spectrum Sensing. CoRR (2024)
Daniel Romero, Tien Ngoc Ha, Peter Gerstoft
Spoofing Attack Detection in the Physical Layer with Robustness to User Movement. WCNC (2024)
William F. Jenkins, Peter Gerstoft
Bayesian Optimization with Gaussian Processes for Robust Localization. ICASSP (2024)
Xenofon Karakonstantis, Efren Fernandez-Grande, Peter Gerstoft
Efficient Sound Field Reconstruction with Conditional Invertible Neural Networks. CoRR (2024)
Byungjun Kim, Christoph F. Mecklenbräuker, Peter Gerstoft
Deep Learning-based Modulation Classification of Practical OFDM Signals for Spectrum Sensing. INFOCOM (2024)
Christoph F. Mecklenbräuker, Peter Gerstoft, Esa Ollila, Yongsung Park
Robust and sparse M-estimation of DOA. Signal Process. 220 (2024)
Yifan Wu, Michael B. Wakin, Peter Gerstoft
Non-Uniform Array and Frequency Spacing for Regularization-Free Gridless DOA. IEEE Trans. Signal Process. 72 (2024)
Yifan Wu, Michael B. Wakin, Peter Gerstoft
Gridless DOA Estimation With Multiple Frequencies. IEEE Trans. Signal Process. 71 (2023)
Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal
RML22: Realistic Dataset Generation for Wireless Modulation Classification. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Ishan D. Khurjekar, Peter Gerstoft
DOA Uncertainty Quantification With Conformal Prediction. MLSP (2023)
Ruixian Liu, Peter Gerstoft
SD-PINN: Deep Learning based Spatially Dependent PDEs Recovery. CoRR (2023)
Ishan D. Khurjekar, Peter Gerstoft, Christoph F. Mecklenbräuker, Zoi-Heleni Michalopoulou
Direction-of-Arrival Estimation Using Gaussian Process Interpolation. ICASSP (2023)
Christoph F. Mecklenbräuker, Peter Gerstoft, Esa Ollila, Yongsung Park
Robust Sparse Bayesian Learning for DOA. EUSIPCO (2023)
Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal
Data Centric Approach to Modulation Classification. COMSNETS (2023)
Byungjun Kim, Venkatesh Sathyanarayanan, Christoph F. Mecklenbräuker, Peter Gerstoft
Deep Learning-Based Modulation Classification for OFDM Systems Without Symbol-Level Synchronization. ICASSP Workshops (2023)
Ted Rogers, Peter Gerstoft
Empiric Bayesian Inversion of Evaporation Ducts From Synthetic Phased-Array Data. ICASSP Workshops (2023)
Daniel Romero, Tien Ngoc Ha, Peter Gerstoft
Spoofing Attack Detection in the Physical Layer with Robustness to User Movement. CoRR (2023)
Byungjun Kim, Christoph F. Mecklenbräuker, Peter Gerstoft
Blind Modulation Classification of Wi-Fi 6 and 5G signals for Spectrum Sensing. MSWiM (2023)
Ruixian Liu, Peter Gerstoft
SD-PINN: Physics Informed Neural Networks for Spatially Dependent PDES. ICASSP (2023)
Richard Bell, Fredric J. Harris, Peter Gerstoft, Dinesh Bharadia
High Resolution Spectral Analysis and Signal Segregation Using the Polyphase Channelizer. IEEECONF (2022)
Daniel Romero, Peter Gerstoft, Hadi Givehchian, Dinesh Bharadia
Spoofing Attack Detection in the Physical Layer with Commutative Neural Networks. CoRR (2022)
Brian Whiteaker, Peter Gerstoft
Memory in Echo State Networks and the Controllability Matrix Rank. ICASSP (2022)
Ruixian Liu, Michael J. Bianco, Peter Gerstoft, Bhaskar D. Rao
Data-Driven Spatially Dependent PDE Identification. ICASSP (2022)
Luke Wood, Kevin Anderson, Peter Gerstoft
Deep Learning Object Detection Approaches to Source Identification. CoRR (2022)
Michael J. Bianco, Peter Gerstoft
Semi-Supervised Source Localization With Residual Physical Learning. ICASSP (2022)
Yongsung Park, Peter Gerstoft, Jeung-Hoon Lee
Difference-Frequency MUSIC for DOAs. IEEE Signal Process. Lett. 29 (2022)
Herbert Groll, Peter Gerstoft, Markus Hofer, Jiri Blumenstein, Thomas Zemen, Christoph F. Mecklenbräuker
Scatterer Identification by Atomic Norm Minimization in Vehicular mm-Wave Propagation Channels. IEEE Access 10 (2022)
Yifan Wu, Michael B. Wakin, Peter Gerstoft
Gridless DOA Estimation Under the Multi-Frequency Model. ICASSP (2022)
Yongsung Park, Florian Meyer, Peter Gerstoft
Learning-Aided Initialization for Variational Bayesian DOA Estimation. ICASSP (2022)
Peter Gerstoft, Yihan Hu, Michael J. Bianco, Chaitanya Patil, Ardel Alegre, Yoav Freund, François Grondin
Audio Scene Monitoring Using Redundant Ad Hoc Microphone Array Networks. IEEE Internet Things J. 9 (6) (2022)
Christoph F. Mecklenbräuker, Peter Gerstoft, Esa Ollila
DOA M-Estimation Using Sparse Bayesian Learning. ICASSP (2022)
Ruchi Pandey, Santosh Nannuru, Peter Gerstoft
Experimental Validation of Wideband SBL Models for DOA Estimation. EUSIPCO (2022)
Christoph F. Mecklenbräuker, Peter Gerstoft, Esa Ollila
Qualitatively Robust Bayesian Learning for DOA from Array Data using M-Estimation of the Scatter Matrix. WSA (2021)
Venkatesh Sathyanarayanan, Ankush Jolly, Peter Gerstoft
Novel Training Methodology to Enhance Deep Learning Based Modulation Classification. ACSCC (2021)
Michael J. Bianco, Sharon Gannot, Efren Fernandez-Grande, Peter Gerstoft
Semi-Supervised Source Localization in Reverberant Environments With Deep Generative Modeling. IEEE Access 9 (2021)
Michael J. Bianco, Sharon Gannot, Efren Fernandez-Grande, Peter Gerstoft
Semi-supervised source localization in reverberant environments with deep generative modeling. CoRR (2021)
Yifan Wu, Roshan Sai Ayyalasomayajula, Michael J. Bianco, Dinesh Bharadia, Peter Gerstoft
SSLIDE: Sound Source Localization for Indoors Based on Deep Learning. ICASSP (2021)
Brian Whiteaker, Peter Gerstoft
Leaky Integrator Dynamical Systems and Reachable Sets. ICASSP (2021)
Mark Wagner, Yongsung Park, Peter Gerstoft
Gridless DOA Estimation and Root-MUSIC for Non-Uniform Linear Arrays. IEEE Trans. Signal Process. 69 (2021)
Peter Gerstoft, Yihan Hu, Chaitanya Patil, Ardel Alegre, Michael J. Bianco, Yoav Freund, François Grondin
Audio scene monitoring using redundant un-localized microphone arrays. CoRR (2021)
Yongsung Park, Peter Gerstoft
Alternating Projections Gridless Covariance-Based Estimation For DOA. ICASSP (2021)
Yongsung Park, Florian Meyer, Peter Gerstoft
Sequential Sparse Bayesian Learning For Doa. ACSSC (2020)
Emma Ozanich, Aaron Thode, Peter Gerstoft, Lauren A. Freeman, Simon E. Freeman
Unsupervised clustering of coral reef bioacoustics. CoRR (2020)
Christoph F. Mecklenbräuker, Peter Gerstoft, Erich Zöchmann, Herbert Groll
Robust estimation of DOA from array data at low SNR. Signal Process. 166 (2020)
Yongsung Park, Peter Gerstoft
Compressive 2-d Off-grid DOA Estimation for Propeller Cavitation Localization. ICASSP (2020)
Michael J. Bianco, Sharon Gannot, Peter Gerstoft
Semi-Supervised Source Localization with Deep Generative Modeling. MLSP (2020)
Herbert Groll, Daniel Schützenhöfer, Stefan Pratschner, Peter Gerstoft, Christoph F. Mecklenbräuker
Sparse Approximation of an Outdoor-to-Indoor Massive MIMO Channel Measurement. ACSSC (2020)
Venkatesh Sathyanarayanan, Mark Wagner, Peter Gerstoft
Over The Air Performance of Deep Learning for Modulation Classification across Channel Conditions. ACSSC (2020)
Peter Gerstoft, Herbert Groll, Christoph F. Mecklenbräuker
Parametric Bootstrapping of Array Data with A Generative Adversarial Network. SAM (2020)
Florian Meyer, Yongsung Park, Peter Gerstoft
Variational Bayesian Estimation of Time-Varying DOAs. FUSION (2020)
Michael J. Bianco, Sharon Gannot, Peter Gerstoft
Semi-supervised source localization with deep generative modeling. CoRR (2020)
Michael J. Bianco, Peter Gerstoft, James Traer, Emma Ozanich, Marie A. Roch, Sharon Gannot, Charles-Alban Deledalle, Weichang Li
Machine learning in acoustics: a review. CoRR (2019)
Herbert Groll, Erich Zöchmann, Peter Gerstoft, Christoph F. Mecklenbräuker
Global Robustness Characterization of DOA Estimators by Breakdown Detection. CAMSAP (2019)
Santosh Nannuru, Peter Gerstoft
2D Beamforming on Sparse Arrays with Sparse Bayesian Learning. ICASSP (2019)
Jing Chi, Xiaolei Li, Haozhong Wang, Dazhi Gao, Peter Gerstoft
Sound source ranging using a feed-forward neural network with fitting-based early stopping. CoRR (2019)
Santosh Nannuru, Kay L. Gemba, Peter Gerstoft, William S. Hodgkiss, Christoph F. Mecklenbräuker
Sparse Bayesian learning with multiple dictionaries. Signal Process. 159 (2019)
Christoph F. Mecklenbräuker, Peter Gerstoft
Maximum-likelihood DOA estimation at low SNR in Laplace-like noise. EUSIPCO (2019)
Kay L. Gemba, Santosh Nannuru, Peter Gerstoft
Robust Ocean Acoustic Localization With Sparse Bayesian Learning. IEEE J. Sel. Top. Signal Process. 13 (1) (2019)
Jiang Zhu, Qi Zhang, Peter Gerstoft, Mihai-Alin Badiu, Zhiwei Xu
Grid-less variational Bayesian line spectral estimation with multiple measurement vectors. Signal Process. 161 (2019)
Peter Gerstoft, Santosh Nannuru, Christoph F. Mecklenbräuker, Geert Leus
DOA Estimation in heteroscedastic noise. Signal Process. 161 (2019)
Emma Ozanich, Peter Gerstoft, Haiqiang Niu
A Deep Network for Single-Snapshot Direction of Arrival Estimation. MLSP (2019)
Ruixian Liu, Michael J. Bianco, Peter Gerstoft
Wave Equation Extraction from A Video Using Sparse Modeling. ACSSC (2019)
Mark Wagner, Peter Gerstoft, Yongsung Park
Gridless DOA Estimation via. Alternating Projections. ICASSP (2019)
Qi Zhang, Jiang Zhu, Peter Gerstoft, Mihai-Alin Badiu, Zhiwei Xu
Variational Bayesian Inference of Line Spectral Estimation with Multiple Measurement Vectors. CoRR (2018)
Michael Bianco, Peter Gerstoft
Adaptive Travel Time Tomography with Local Sparsity. ICASSP (2018)
Michael Bianco, Peter Gerstoft
Travel Time Tomography With Adaptive Dictionaries. IEEE Trans. Computational Imaging 4 (4) (2018)
Christoph F. Mecklenbräuker, Peter Gerstoft, Geert Leus
Sparse Bayesian Learning for DOA Estimation of Correlated Sources. SAM (2018)
Herbert Groll, Christoph F. Mecklenbräuker, Peter Gerstoft
Sparse Bayesian Learning for Directions of Arrival on an FPGA. SSP (2018)
Mark Wagner, Michael Bianco, Santosh Nannuru, Peter Gerstoft
Array Shape Calibration Using Low Rank Projections. ACSSC (2018)
Peter Gerstoft, Santosh Nannuru, Christoph F. Mecklenbräuker, Geert Leus
Doa Estimation in Heteroscedastic Noise with Sparse Bayesian Learning. ICASSP (2018)
Santosh Nannuru, Peter Gerstoft, Ali Koochakzadeh, Piya Pal
Sparse Bayesian Learning for DOA Estimation Using Co-Prime and Nested Arrays. SAM (2018)
Nima Riahi, Peter Gerstoft
Using graph clustering to locate sources within a dense sensor array. Signal Process. 132 (2017)
Santosh Nannuru, Kay L. Gemba, Peter Gerstoft, William S. Hodgkiss, Christoph F. Mecklenbräuker
Multi-frequency sparse Bayesian learning with uncertainty models. CoRR (2017)
Michael Bianco, Peter Gerstoft
Regularization of geophysical inversion using dictionary learning. ICASSP (2017)
Santosh Nannuru, Kay L. Gemba, Peter Gerstoft
Sparse Bayesian learning with multiple dictionaries. GlobalSIP (2017)
Santosh Nannuru, Peter Gerstoft, Kay L. Gemba
Sparse Bayesian learning with uncertain sensing matrix. ICASSP (2017)
Nima Riahi, Peter Gerstoft, Christoph F. Mecklenbräuker
Graph clustering for localization within a sensor array. EUSIPCO (2017)
Haiqiang Niu, Peter Gerstoft, Emma Reeves
Source localization in an ocean waveguide using supervised machine learning. CoRR (2017)
Christoph F. Mecklenbräuker, Peter Gerstoft, Erich Zöchmann
c-LASSO and its dual for sparse signal estimation from array data. Signal Process. 130 (2017)
Peter Gerstoft, Christoph F. Mecklenbräuker
Wideband Sparse Bayesian Learning for DOA estimation from multiple snapshots. SAM (2016)
Florian Xaver, Christoph F. Mecklenbräuker, Peter Gerstoft, Gerald Matz
Weiss-Weinstein bounds for various priors. SAM (2016)
Michael Bianco, Peter Gerstoft
Dictionary learning of sound speed profiles. CoRR (2016)
Peter Gerstoft, Christoph F. Mecklenbräuker, Angeliki Xenaki, Santosh Nannuru
Multisnapshot Sparse Bayesian Learning for DOA. IEEE Signal Process. Lett. 23 (10) (2016)
Nima Riahi, Peter Gerstoft
Locating sources in a dense array through network-based clustering. ITA (2016)
Peter Gerstoft, Christoph F. Mecklenbräuker, Angeliki Xenaki
Multi Snapshot Sparse Bayesian Learning for DOA Estimation. CoRR (2016)
Angeliki Xenaki, Peter Gerstoft
Grid-free compressive beamforming. CoRR (2015)
Peter Gerstoft, Angeliki Xenaki, Christoph F. Mecklenbräuker
Single and multiple snapshot compressive beamforming. CoRR (2015)
Peter Gerstoft, Angeliki Xenaki, Christoph F. Mecklenbräuker, Erich Zöchmann
Multiple snapshot compressive beamforming. ACSSC (2015)
Nima Riahi, Peter Gerstoft
Resolving Weak Sources within a Dense Array using a Network Approach. CoRR (2015)
Christoph F. Mecklenbräuker, Peter Gerstoft, Erich Zöchmann
Beamforming of the Residuals is the LASSO's Dual. CoRR (2015)
Ravishankar Menon, Peter Gerstoft, William S. Hodgkiss
Effect of Medium Attenuation on the Asymptotic Eigenvalues of Noise Covariance Matrices. IEEE Signal Process. Lett. 20 (5) (2013)
Ravishankar Menon, Peter Gerstoft, William S. Hodgkiss
Oceansub-bottom sensing using randommatrixmodels. ACSSC (2013)
Christoph F. Mecklenbräuker, Peter Gerstoft, Ashkan Panahi, Mats Viberg
Sequential Bayesian Sparse Signal Reconstruction Using Array Data. IEEE Trans. Signal Process. 61 (24) (2013)
Florian Xaver, Peter Gerstoft, Gerald Matz, Christoph F. Mecklenbräuker
Analytic Sequential Weiss-Weinstein Bounds. IEEE Trans. Signal Process. 61 (20) (2013)
Florian Xaver, Gerald Matz, Peter Gerstoft, Norbert Goertz
Localization of acoustic sources utilizing a decentralized particle filter. ACSCC (2012)
Ravishankar Menon, Peter Gerstoft, William S. Hodgkiss
Passive acoustic monitoring using random matrix theory. SSP (2012)
Ravishankar Menon, Peter Gerstoft, William S. Hodgkiss
Asymptotic Eigenvalue Density of Noise Covariance Matrices. IEEE Trans. Signal Process. 60 (7) (2012)

Peter Gerstoft.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Peter Gerstoft