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支持向量机和BP神经网络虽然都可以用来做非线性回归，但它们所基于的理论基础不同，回归的机理也不相同。支持向量机基于结构风险最小化理论，普遍认为其泛化能力要比神经网络的强。为了验证这种观点，本文编写了支持向量机非线性回归的通用Matlab程序和基于神经网络工具箱的BP神经网络仿真模块，仿真结果证实，支持向量机做非线性回归不仅泛化能力强于BP网络，而且能避免神经网络的固有缺陷——训练结果不稳定。 (Support Vector Machine and BP neural network, even though there can be used to make non-linear regression, but they are based on the theoretical basis for the different, the mechanism of regression is not the same. Support vector machine based on structural risk minimization theory, generally considered the generalization ability of neural networks than the strong. To test this view, the paper prepared by non-linear regression support vector machine procedures and based on a common Matlab neural network toolbox of BP neural network )

说明：  路径规划 matlab 代码 可用，避障，便于修改机器人，并检查其可行性(Path planning matlab code is available, obstacle avoidance, easy to modify the robot, and check its feasibility)

Fuzzy controller for a thermal process using the guide interface of MATLAB and the USB communication whith a PIC 18F4455 microcontroller.

认知无线电系统中，瑞利信道条件下的能量检测算法实现的频谱感知方法。(Cognitive radio systems, Rayleigh channel conditions energy detection method for spectrum sensing algorithm.)

实现了31位m序列，并采用相关解扩,有传统和倒置两种方法(31 m sequence )

产生一定载波频率、重复频率及脉冲间隔的高斯形脉冲信号(Produce gaussian signal with certain repetition frequency, the carrier frequency and pulse interval)

平台开发的振动工具箱,进行振动中的数值计算(Vibration platform development toolkit for the numerical calculation of vibration)

Test MTP neural network.

说明：  该程序利用matlab软件仿真了阵列信号处理中的ESPRIT算法。(The program using matlab software simulation of the array signal processing in the ESPRIT algorithm.)

三相桥式整流电路，滞环matlab（simulink）仿真。(Three-phase bridge rectifier circuit, hysteresis matlab (simulink) simulation.)