particlsds

基于径向基RBF网络的函数逼近，通过在MATLAB环境下的编程、仿真，实现了对周期性函数的逼近(RBF network based on radial basis function approximation, by the MATLAB environment, programming, simulation, realization of the approximation of periodic functions)

In recent years a substantial increase in the development of broadband wireless access technologies for evolving wireless Internet services and improved cellular systems has been observed [1]. Because of them, it is widely foreseen that in the future an enormous rise in traffic will be experienced for mobile and personal communications systems [2]. This is due to both an increased number of users and introduction of new high bit rate data services. This trend is observed for second-generation systems, and it will most certainly continue for third-generation systems. The rise in traffic will put a demand on both manufacturers and operators to provide sufficient capacity in the networks [3]. This becomes amajor challenging problem for the service providers to solve, since there exist certain negative factors in the radiation environment contributing to the limit in capacity

关于kpca算法的matlab程序及其说明(kpca algorithm on the procedures and instructions Matlab)

高斯滤波是一种线性平滑滤波，适用于消除高斯噪声，广泛应用于图像处理的减噪过程。通俗的讲，高斯滤波就是对整幅图像进行加权平均的过程，每一个像素点的值，都由其本身和邻域内的其他像素值经过加权平均后得到。高斯滤波的具体操作是：用一个模板（或称卷积、掩模）扫描图像中的每一个像素，用模板确定的邻域内像素的加权平均灰度值去替代模板中心像素点的值。(Gaussian smoothing filter is a linear filter for the elimination of Gaussian noise, the noise reduction process is widely used in image processing. Popular speaking, a Gaussian filter to the whole image is a weighted average of the process, the value of each pixel, both by itself and other neighborhood pixel values obtained after weighted average. The specific operation Gaussian filter is: a template (or a convolution mask) to scan each pixel in the image, a weighted average gray value of the neighborhood is determined using a template to replace the pixel value of the center pixel of the template.)

perceptron neural network with an example

ICA（主分量分析）算法和程序，可以得到很精确的幅值、频率、相位估计，采用波束成形技术的BER计算，MinkowskiMethod算法 ,插值与拟合，解方程，数据分析，调试通过可以使用。

n个工件在m台机器上进行加工，已知各工件在各机器上的加工次序约束和各工序的加工时间，要求确定各台机器上的加工次序，使最大完工时间最小。

adaptive LMS algorithùme

TDOA 算法， 用于通信系统中用户的定位，4G,5G通信系统可以用(TDOA MATLAB code for 4G and 5 G application)

K目标跟踪中的K均值聚类法，根据预测坐标进行初始化(K means algorithm)