Basis Adaptive Sparse Bayesian Learning : Algorithms and Applications

Basis Adaptive Sparse Bayesian Learning : Algorithms and Applications

博士 === 國立交通大學 === 電信工程研究所 === 103 === Sparse Bayesian learning (SBL) is a widely used compressive sensing (CS) method that finds the solution by Bayesian inference. In this approach, a basis function is specified to form the transform matrix. For a particular application, it may exist a proper basis...

Full description

Bibliographic Details
Main Authors:	Huang, Din-Hwa, 黃汀華
Other Authors:	Wu, Wen-Rong
Format:	Others
Language:	zh-TW
Published:	2015
Online Access:	http://ndltd.ncl.edu.tw/handle/6n47p5

Similar Items

An AMP-Based Low Complexity Generalized Sparse Bayesian Learning Algorithm
by: Jiang Zhu, et al.
Published: (2019-01-01)

Sparse Bayesian learning-based mainlobe blanket jamming suppression algorithm
by: Bilei Zhou, et al.
Published: (2019-09-01)

Learning from Sparse Data: An Approach to Parameter Learning in Bayesian Networks
by: Han-Shen Huang, et al.
Published: (2003)

Three-dimensional probabilistic site characterization by sparse Bayesian learning
by: Wen-Han Huang, et al.
Published: (2019)

Noise Adaptive Optimization Scheme for Robust Radio Tomographic Imaging Based on Sparse Bayesian Learning
by: Kaide Huang, et al.
Published: (2020-01-01)

Iterative Detection of Product Coded OFDM signals
by: Din-Hwa Huang, et al.
Published: (2005)

Bayesian Sparse Learning for High Dimensional Data
by: Shi, Minghui
Published: (2011)

Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework
by: Ali Hashemi, et al.
Published: (2021-10-01)

Sparse Aperture InISAR Imaging via Sequential Multiple Sparse Bayesian Learning
by: Shuanghui Zhang, et al.
Published: (2017-10-01)

Sparse Bayesian Learning for DOA Estimation with Mutual Coupling
by: Jisheng Dai, et al.
Published: (2015-10-01)

Sparse Bayesian learning approach for discrete signal reconstruction
by: Dai, J., et al.
Published: (2023)

A Novel Ensemble Adaptive Sparse Bayesian Transfer Learning Machine for Nonlinear Large-Scale Process Monitoring
by: Hongchao Cheng, et al.
Published: (2020-10-01)

DOA and Range Estimation for FDA-MIMO Radar with Sparse Bayesian Learning
by: Qi Liu, et al.
Published: (2021-06-01)

A Fast and Robust Non-Sparse Signal Recovery Algorithm for Wearable ECG Telemonitoring Using ADMM-Based Block Sparse Bayesian Learning
by: Yunfei Cheng, et al.
Published: (2018-06-01)

Direction-of-Arrival Estimation for Coherent Sources via Sparse Bayesian Learning
by: Zhang-Meng Liu, et al.
Published: (2014-01-01)

Application of Block Sparse Bayesian Learning in Power Quality Steady-State Data Compression
by: Hu, W., et al.
Published: (2022)

Robust Face Recognition via Block Sparse Bayesian Learning
by: Taiyong Li, et al.
Published: (2013-01-01)

Underdetermined Separation of Speech Mixture Based on Sparse Bayesian Learning
by: Zhe Wang, et al.
Published: (2016-01-01)

Sparse Bayesian Broad Learning System for Probabilistic Estimation of Prediction
by: Lili Xu, et al.
Published: (2020-01-01)

Super-Resolution Ultrasound Imaging by Sparse Bayesian Learning Method
by: Ying Liu, et al.
Published: (2019-01-01)

Graph-Based Sparse Learning: Models, Algorithms, and Applications
Published: (2014)

Learning algorithms for sparse classification
by: Sanchez Merchante, Luis Francisco
Published: (2013)

Learning algorithms for sparse classification
by: Sanchez Merchante, Luis Francisco
Published: (2013)

Sparse Bayesian Learning-Based Space-Time Adaptive Processing With Off-Grid Self-Calibration for Airborne Radar
by: Huadong Yuan, et al.
Published: (2018-01-01)

A Novel STAP Algorithm for Airborne MIMO Radar Based on Temporally Correlated Multiple Sparse Bayesian Learning
by: Hanwei Liu, et al.
Published: (2016-01-01)

Construction of Document Model and Language Model Using Bayesian Sparse Learning
by: Kuen-FengLee, et al.
Published: (2011)

Acoustic DOA estimation using space alternating sparse Bayesian learning
by: Zonglong Bai, et al.
Published: (2021-04-01)

Active User Identification Based on Asynchronous Sparse Bayesian Learning With SVM
by: Jingwei Fu, et al.
Published: (2019-01-01)

Inverse Solution of Steady-State Responses Based on Sparse Bayesian Learning
by: Mingwen Qu, et al.
Published: (2021-01-01)

Robust Sparse Bayesian Learning for Off-Grid DOA Estimation With Non-Uniform Noise
by: Huafei Wang, et al.
Published: (2018-01-01)

Adaptive Neural Network Learning Algorithms and Their Applications
by: Chen, Liang Hwa, et al.
Published: (1994)

Sparse Bayesian Learning Based Three-Dimensional Imaging Algorithm for Off-Grid Air Targets in MIMO Radar Array
by: Zekun Jiao, et al.
Published: (2018-02-01)

Theoretical and Experimental Comparison of Off-Grid Sparse Bayesian Direction-of-Arrival Estimation Algorithms
by: Anup Das
Published: (2017-01-01)

2-D DOA tracking using variational sparse Bayesian learning embedded with Kalman filter
by: Qinghua Huang, et al.
Published: (2018-04-01)

A Universal and Adaptive Fabric Defect Detection Algorithm Based on Sparse Dictionary Learning
by: Xuejuan Kang, et al.
Published: (2020-01-01)

Proposed Hybrid Sparse Adaptive Algorithms for System Identification
by: Mahmood A. K Abdulsattar, et al.
Published: (2017-12-01)

Off-Grid Radar Coincidence Imaging Based on Variational Sparse Bayesian Learning
by: Xiaoli Zhou, et al.
Published: (2016-01-01)

Frequency Analysis of Acoustic Data Using Multiple-Measurement Sparse Bayesian Learning
by: Myoungin Shin, et al.
Published: (2021-08-01)

Sparse Bayesian Learning For Joint Channel Estimation Data Detection In OFDM Systems
by: Prasad, Ranjitha
Published: (2018)

Sparse-Bayesian-learning-based translational motion estimation of electromagnetic vortex imaging
by: Rui Li, et al.
Published: (2019-09-01)