SOTAVerified

Direction of Arrival Estimation

Estimating the direction-of-arrival (DOA) of a sound source from multi-channel recordings.

Papers

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Showing 51–94 of 94 papers

TitleStatusHype
Multiple Angles of Arrival Estimation using Neural Networks—0
Nearly optimal resolution estimate for the two-dimensional super-resolution and a new algorithm for direction of arrival estimation with uniform rectangular array—0
Neural Network-Based Intelligent Reflecting Surface Assisted Direction of Arrival Estimation under Non-Line-of-Sight Scenario—0
Off-Grid Direction-of-Arrival Estimation Using Second-Order Taylor Approximation—0
One-Bit Covariance Reconstruction with Non-zero Thresholds: Algorithm and Performance Analysis—0
On Multitask Loss Function for Audio Event Detection and Localization—0
On the Potential of Multi-Mode Antennas for Direction-of-Arrival Estimation—0
Partial Discharge Direction of Arrival Estimation in Air-insulated Substation by UHF Wireless Array and RSSI Maximum Likelihood Estimator—0
Real-Valued 2-D Direction of Arrival Estimation via Sparse Representation—0
Reconfigurable and Intelligent Ultra-Wideband Angular Sensing: Prototype Design and Validation—0
Resource Constrained Neural Networks for 5G Direction-of-Arrival Estimation in Micro-controllers—0
Riemannian Covariance Fitting for Direction-of-Arrival Estimation—0
Robust Direction-of-Arrival Estimation using Array Feedback Beamforming in Low SNR Scenarios—0
Steered Response Power-Based Direction-of-Arrival Estimation Exploiting an Auxiliary Microphone—0
A Bayesian Compressed Sensing Kalman Filter for Direction of Arrival Estimation—0
A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation—0
Adaptive Bayesian Beamforming for Imaging by Marginalizing the Speed of Sound—0
A deep learning approach for direction of arrival estimation using automotive-grade ultrasonic sensors—0
A Machine Learning Approach to DoA Estimation and Model Order Selection for Antenna Arrays with Subarray Sampling—0
Ambiguities in Direction-of-Arrival Estimation with Linear Arrays—0
An Adaptive CM Array Preconditioner for Blind Multi-User Separation—0
A Root Extension to the Propagator Algorithm for Direction of Arrival Estimation—0
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection—0
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array—0
Study of List-Based OMP and an Enhanced Model for Direction Finding with Non-Uniform Arrays—0
Super-resolution Method for Coherent DOA Estimation of Multiple Wideband Sources—0
SVA Based Beamforming—0
System Concept and Demonstration of Bistatic MIMO-OFDM-based ISAC—0
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs—0
Warping of Radar Data into Camera Image for Cross-Modal Supervision in Automotive Applications—0
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms—0
Some Options for L1-Subspace Signal Processing—0
Sound Source Detection from Raw Waveforms with Multi-Scale Synperiodic Filterbanks—0
Sparse Array Selection Across Arbitrary Sensor Geometries with Deep Transfer Learning—0
Sparse Sensing with Semi-Coprime Arrays—0
Spectrum Shaping For Multiple Link Discovery in 6G THz Systems—0
Teaching Physical Awareness to LLMs through Sounds—0
Structured Autocorrelation Matrix Estimation for Coprime Arrays—0
Reverberation-based Features for Sound Event Localization and Detection with Distance EstimationCode0
Circulant ADMM-Net for Fast High-resolution DoA EstimationCode0
Toeplitz-Hermitian ADMM-Net for DoA EstimationCode0
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural NetworksCode0
T-Rex: Fitting a Robust Factor Model via Expectation-MaximizationCode0
V-Shaped Sparse Arrays For 2-D DOA EstimationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1reg-cartesianAngular Error9.68—Unverified