array-signal-processing-algorithms-

支持向量机的研究现已成为机器学习领域中的研究热点，其理论基础是Vapnik[3]等提出的统计学习理论。统计学习理论采用结构风险最小化准则，在最小化样本点误差的同时，缩小模型泛化误差的上界，即最小化模型的结构风险，从而提高了模型的泛化能力，这一优点在小样本学习中更为突出。SVM理论正是在这一基础上发展而来的，经过十几年的研究和发展，已开始逐步应用于一些领域。在解决小样本、非线性及高维模式识别问题中表现出许多特有的优势，已经在模式识别、函数逼近和概率密度估计等方面取得了良好的效果。( Support Vector Machine (SVM) is a new machine learning technique in recent years developed based on statistical learning theory (SLT). It wins popularity due to many attractive features and emphatically performance in the fields of nonlinear and high dimensional pattern recognition. The theory and algorithm of SVC is studied at first, then, simulation is to recognize handwritten numeral with the Lib-SVM toolbox. At last, we study the result, which shows that the SVC can do the classification problem with good performance, shorter operation time and is more suitable for real-time implementation.)

F16飞机纵向控制增稳系统仿真模型，解压缩后在matlab2006b以上版本使用。先运行SAS_lon_4ord_ini.m进行初始化，再运行SAS_lon_4ord.mdl。可以修改反馈参数。(F16 aircraft longitudinal control augmentation system simulation model, unzip and use it in matlab2006b. Run SAS_lon_4ord_ini.m first for initialion, and then run SAS_lon_4ord.mdl. You can modify the feedback parameters.)

目录结构 ├─WuYuFei ├─WuYufei_matlab ├─cap_turbo ├─mother └─paper constituent_decoder_SemiTh.m constituent_decoder_logmap.m constituent_decoder_max.m constituent_decoder_Th.m 这四个文件是子译码器 interleaver_3GPP.m 3GPP标准的交织器。Turbo.m中可以选择是用伪随机交织还是3GPP标准交织 decoder_all_algorithm.m 译码器，其中包含了3种译码算法 test_OverLoad_menu.m 对运算负荷的测试程序 test_algorithm_menu.m 对算法的测试程序 Shannon_Limit.m 香农限 test_uncoded_BPSK.m test_uncoded_BPSK_theory.m 未编码BPSK的性能，一个是理论的，另外一个是测试的。(err)

几个基于matlab的遗传算法程序,有用就下(several Matlab-based Genetic Algorithm procedures useful on the next )

一，二，三次拟合，并得到R方的检验。输入任何矩阵，得出险要的值。(One, two, three fitting and get R-square test. Enter any matrix derived advantageous values.)

Localization in wireless sensor networks is the process of determining the geographical positions of sensors. Only some of the sensors (anchors) in the networks have prior knowledge about their geographical positions. Localization algorithms use the location information of anchors and estimates of distances between neighbouring nodes to determine the positions of the rest of the sensors.

modeling and control of fully wind turbine system

1/3 oct filter code,used for frequency analysis(1/3oct matlab code,used for frequency analysis)

Matlab document consisting code of plotting the Mohr circles

基于matlab的spiht编码源程序,希望对大家有用.(spiht source code, we hope that the right useful.)