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A-Bayesian-Approach
- In this paper, we propose a Bayesian methodology for receiver function analysis, a key tool in determining the deep structure of the Earth’s crust.We exploit the assumption of sparsity for receiver functions to develop a Bayesian deconvolution
bayesian-approximiation
- 贝叶斯估计近似计算方法的技术描述文档，讲解贝叶斯近似估计理论与方法-Bayesian estimation of the approximate calculation method of the technology described in the document, explaining Bayesian the approximate estimation theory and methods
Short-duration-power_CS
- 根据压缩传感(Compressed Sensing，cs)N论，首次提出了短时电能质量扰动信号的压缩采样方法，该方法突破了奈奎斯特采样频率的限制，实现了低于奈奎斯特采样频率的低速率采样。文中对比分析了CS理论与传统采样理论，研究了cS短时电能质量信号压缩采样的实现方法，包括：测量矩阵的构建、稀疏基的选取和电能质量信号快速贝叶斯匹配追踪重构算法(FBMP)-Compressed sensing ( Compressed Sensing , cs ) N theory , first propose
Image-reconstruction_CS
- 合稀疏贝叶斯学习(SBL)和可压缩传感理论(CS)，给出一种在噪声测量条件下重建可压缩图像的方法。该方法将cS理论中图像重建过程看作一个线性回归问题，而待重建的图像是该回归模型巾的未知权值参数；利用sBL方法对权值赋予确定的先验条件概率分布用以限制模型的复杂度，并引入超参数- Hop sparse Bayesian learning ( SBL ) and compressible sensing theory ( CS ) , give a compressible image recon
Bayesian_Statistical_Methods
- 一本贝叶斯方法入门级别的书，内容详尽，简单易懂，适合初学者使用-An introduction of bayesian network, very useful when you are interested in this method
ytqqd
- 利用贝叶斯原理估计混合logit模型的参数，二维声子晶体FDTD方法计算禁带宽度的例子,用于时频分析算法。- Bayesian parameter estimation principle mixed logit model, Dimensional phononic crystals FDTD method calculation examples band gap, For time-frequency analysis algorithm.