109201252fractal

单元平均恒虚警检测——CA-CFAR检测器：包括对于无目标、仅有噪声的信号进行CA-CFAR检测的仿真，以及对于含目标、且在瑞利杂波背景下的CA算法仿真。一些程序主要是为了绘图，画出CA-CFAR检测过程中的信号波形以及检测门限对比图；而另一些程序是为了计算CA-CFAR检测过程中的检测概率和虚警概率。(CA-CFAR detectors: simulations of detection to signals with no target but noise only, as well as signals with target and the background of Rayleigh clutter. Some programs are aimed at giving pictures of the signals and detectiong threshold in the process of detection using CA-CFAR algorithm, while other programs are aimed at calculating the detecting rate and false alarm rate of CA-CFAR algorithm.)

SPSO基本算法，有详细的解释，适用于初学者！(The SPSO basic algorithm, detailed explanations, suitable for beginners!)

最小方差估计 可以依据最小方差估计 来计算某些参量(minimum variance esitimate)

基于标量量化的图像多描述编码（MDSQ）是提高信息传输质量的一种有效方法,本程序利用Matlab 工具在处理矩阵上的灵活性,实现了MDSQ 算法, 并通过解码后的图像证明该方法良好的多描述性能。(Scalar quantization-based image multiple description coding (MDSQ) is to improve the quality of information transmission of an effective method, the procedures for the use of Matlab tool flexibility matrix treatment, realized MDSQ algorithm, and through decoded images show that the method good performance of multiple description.)

Matlab implementation for classic kalman filter predicting linear motion.

说明：  PID调节和模糊PID调节，主要用于智能控制领域(PID regulator)

动态矩阵预测控制的matlab程序，简单易懂。(Dynamic Matrix Control matlab program, easy to understand.)

Energy calculation for compression and denoising

运用随机森林方法对数据进行建模，可以用模型进行预测与分类(Random forest prediction and classification)

some algorithm of digital image processing using matlab