Sparse Bayesian Learning for Wavefields from Sensor Array Data
We estimate the directions of arrival of plane waves from sensor array data based on sparse Bayesian learning (SBL). Assuming zero-mean circularly symmetric complex normally distributed source amplitudes with unknown hyperparameters (the power levels ...
Mecklenbräuker, Christoph +1 more
core +2 more sources
Asymptotic Behavior of Super-resolution Sparse Bayesian Learning
Sparse Bayesian Learning with dictionary refinement (SBL-DR) is a gridless technique for sparse signal reconstruction, focusing on super-resolution estimation of spectral line locations and their quantity.
Shutin, Dmitriy
core +1 more source
研究科: 千葉大学大学院融合理工学府(基幹工学専攻) 学位記番号 ...
openaire +1 more source
Non-Circular Signal DOA Estimation with Nested Array via Off-Grid Sparse Bayesian Learning. [PDF]
Dong X, Zhao J, Sun M, Zhang X.
europepmc +1 more source
Toeplitz-Enhanced Array Covariance Processing for DOA Estimation Under Low SNR and Limited Snapshots. [PDF]
Jin X +6 more
europepmc +1 more source
A Bayesian Off-Grid DOA Estimation Framework for Close-Angle Scenarios. [PDF]
He W, Shi Y, Zhao H, Zhu H, Bao C.
europepmc +1 more source
Integrated single marker scanning and sparse Bayesian learning improves performance of detection for GWAS. [PDF]
Zhang J +7 more
europepmc +1 more source
Efficient Super-Resolution Bayesian Eletromagnetic Brain Imaging. [PDF]
Cai C +6 more
europepmc +1 more source
Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors. [PDF]
Jin X +6 more
europepmc +1 more source
Hierarchical sparse Bayesian learning with adaptive Laplacian prior for single image super-resolution. [PDF]
Qi M, Zhou Y, Hu Y, Xie C, Xu S.
europepmc +1 more source

