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一个用matlab完成的偏最小二乘法示例(MATLAB Central-Partial-Least-Squares)

BER for QAM modulation in a Rayleigh fading channel with and without transmit beamforming

计算增强后语音的IS距离，用于评价语音质量(Calculating the IS-distance of enhanced speech for evaluating speech quality)

mathematica code for gaussian horn design. It can give the exact shape of gaussian for specific material, especially helpful for ultrasonic horn design.

音频信号采集 根据二进制编码原则，实现音频信号的信息采集(AUODIO CATCH)

这是一个关于稀疏高斯过程的matlab源码，可以用于计算测试输入的高斯预测值。( spgp_pred computes the SPGP predictive distribution for a set of test inputs. You need to supply a set of pseudo-inputs or basis vectors for the approximation, and suitable hyperparameters for the covariance. You can use any method you like for finding the pseudo-inputs , with the simplest obviously being a random subset of the data. It is coded for Gaussian covariance function, but you could very easily alter this. It is also fine to use for high dimensional data sets. spgp_lik is the SPGP (negative) marginal likelihood and gradients with respect to pseudo-inputs and hyperparameters. So you can use this if you wish to try to optimize the positioning of pseudo-inputs and find good hyperparameters, before using spgp_pred . I would recommend initializing the pseudo-inputs on a random subset of the data, and initializing the hyperparameters sensibly. Its current limitations are that 1) it is slow and memory intensive for high dimensional data sets 2) it is heavi)

研究微弱信号随机共振之后信号的恢复问题，包括一些模型的搭建等等(Study weak signal stochastic resonance signal after recovery issues, including some of the model structures, etc.)

EM算法在概率图中的应用，在计算机视觉中也用用到！(EM algorithm in the application of probability map, is also used in computer vision is used!)

偏微分方程的波动方程数值解法,可选多个解法，对比作图(wave equation numerical solution)

该Matlab程序给出了Schmidt-Kalman filter和标准Kalman filter之间的性能对比，不是函数的形式，是直接的可执行程序，如有需要，直接更改文件中的参数就可以了(The Matlab program gives the Schmidt-Kalman filter and standards of performance comparison between the Kalman filter is not a function of the form is directly executable program, if necessary, change the file directly to the parameters can be a)