Matlab的第三方工具箱大全(强烈推荐)
matlab各种应用工具箱
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学科前沿最新的工具箱
模糊控制逻辑工具箱 友好的交互设计界面,自适应神经-
模糊学习、聚类以及Sugeno推理 神经网络工具箱
神经网络系统具有集体运算的能力 和自适应的学习能力。具有很强的容错 性和鲁棒性,善于联想、综合和推广。
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matlab6功能扩充的工具箱有:
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• 领域型工具箱 —— 专用型
领域型工具箱是学科专用工具箱, 其专业性很强,比如控制系统工具箱 ( Control System Toolbox);信号处理
工具箱(Signal Processing Toolbox);财 政金融工具箱( Financial Toolbox)等等。 只适用于本专业。
• Spline Toolbox——样条工具箱
• Statistics Toolbox——统计工具箱
• Symbolic Math Toolbox——符号数学工具 箱
• Simulink Toolbox——动态仿真工具箱
• System Identification Toolbox——系统辨识 工具箱
不可缺少的。
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• 除toolbox\matlab之外的工具箱,在比较 完整的专业版matlab语言中有20多个工 具箱。这些工具箱是需要单独选择购买 的。
• matlab主工具箱共有21个函数库 datafun —— 数据分析函数库
sonnds —— 声音处理函数库
dde —— 动态数据交换函数库
第六讲 matlab工具箱
matlab工具箱已经成为一 个系列产品,matlab主工具箱 和各种工具箱(toolbox )。
MATLAB工具箱介绍.
MATLAB工具箱介绍软件Matlab由美国MathWorks, Inc.公司出品,它的前身是C1eveMoler教授(现为美国工程院院士,Mathworks公司首席科学家)为著名的数学软件包LINPACK和EISPACK所写的一个接口程序。
经过近20年的发展,目前Matlab已经发展成一个系列产品,包括它的内核及多个可供选择的工具箱。
Matlab的工具箱数目不断增加,功能不断改善,这里简要介绍其中的几个。
MATLAB 的M文件、工具箱索引和网上资源,可以从处查找。
(1)通讯工具箱 (Communication ToolboX)★提供100多个函数及150多个SIMULINK模块,用于系统的仿真和分析★可由结构图直接生成可应用的C语言源代码(2)控制系统工具箱 (Control System Too1box)★连续系统设计和离散系统设计★状态空间和传递函数★模型转换★频域响应:Bode图、Nyquist图、Nichols图★时域响应:冲击响应、阶跃响应、斜波响应等★根轨迹、极点配置、LQG(3)金融工具箱 (Financial Loo1boX)★成本、利润分析,市场灵敏度分析★业务量分析及优化★偏差分析★资金流量估算★财务报表(4)频率域系统辨识工具箱 (Frequency Domain System Identification Toolbox) ★辨识具有未知延迟的连续和离散系统★计算幅值/相位、零点/极点的置信区间★设计周期激励信号、最小峰值、最优能量谱等(5)模糊逻辑工具箱 (Fuzzy Logic Too1box)★友好的交互设计界面★自适应神经—模糊学习、聚类以及Sugeno推理★支持SIMULINK动态仿真★可生成C语言源代码用于实时应用(6)高阶谱分析工具箱 (Higher—Order Spectral Analysis Toolbox)★高阶谱估计★信号中非线性特征的检测和刻划★延时估计★幅值和相位重构★阵列信号处理★谐波重构(7)图像处理工具箱 (Image Processing Toolbox)★二维滤波器设计和滤波★图像恢复增强★色彩、集合及形态操作★二维变换★图像分析和统计(8)线性矩阵不等式控制工具箱 (LMI Control Too1boX)★LMI的基本用途★基于GUI的LMI编辑器★LMI问题的有效解法★LMI问题解决方案(9)模型预测控制工具箱 (Model Predictive Contro1 Too1box)★建模、辨识及验证★支持MISO模型和MIMO模型★阶跃响应和状态空间模型(10) μ分析与综合工具箱 (μ- Analysis and Synthesis Too1box) ★ μ分析与综合★H2和H∞最优综合★模型降阶★连续和离散系统★μ分析与综合理论(11)神经网络工具箱 (Neural Network Toolbox for MATLAB)★BP,Hopfield,Kohonen、自组织、径向基函数等网络★竞争、线性、Sigmoidal等传递函数★前馈、递归等网络结构★性能分析及反应(12)优化工具箱 (Optimization Too1box)★线性规划和二次规划★求函数的最大值和最小值★多目标优化★约束条件下的优化★非线性方程求解(13)偏微分方程工具箱 (Partial Differential Equation Toolbox) ★二维偏微方程的图形处理★几何表示★自适应曲面绘制★有限元方法(14)鲁捧控制工具箱 (Robust Contro1 Too1box)★LQG/LTR最优综合★H2和H∞最优综合★奇异值模型降阶★谱分解和建模(15)信号处理工具箱 (Signal Processing ToolboX)★数字和模拟滤波器设计、应用及仿真★谱分析和估计★FFT,DCT等变换★参数化模型(16)样条工具箱 (Spline Too1box)★分段多项式和B样条★样条的构造★曲线拟合及平滑★函数微分、积分(17)统计工具箱 (Statistics Too1box)★概率分布和随机数生成★多变量分析★回归分析★主元分析★假设检验(18)符号数学工具箱 (Symbolic Math Too1box) ★符号表达式和符号短阵的创建★符号微积分、线性代数、方程求解★因式分解、展开和简化★符号函数的二维图形★图形化函数计算器(19)系统辨识工具箱 (System Identification Toolbox) ★状态空间和传递函数模型★模型验证★ MA,AR,ARMA等★基于模型的信号处理★谱分析(20)小波工具箱 (WaveLab)★基于小波的分析和综合★图形界面和命令行接口★连续和离散小波变换及小波包★一维、二维小波★自适应去噪和压缩。
(整理)matlab部分工具箱.
(整理)matlab部分工具箱.1)通讯工具箱(Communication Toolbox)。
令提供100多个函数和150多个SIMULINK模块用于通讯系统的仿真和分析——信号编码——调制解调——滤波器和均衡器设计——通道模型——同步可由结构图直接生成可应用的C语言源代码。
2)控制系统工具箱(Control System Toolbox)。
鲁连续系统设计和离散系统设计* 状态空间和传递函数* 模型转换* 频域响应:Bode图、Nyquist图、Nichols图* 时域响应:冲击响应、阶跃响应、斜波响应等* 根轨迹、极点配置、LQG3)财政金融工具箱(FinancialTooLbox)。
* 成本、利润分析,市场灵敏度分析* 业务量分析及优化* 偏差分析* 资金流量估算* 财务报表4)频率域系统辨识工具箱(Frequency Domain System ldentification Toolbox* 辨识具有未知延迟的连续和离散系统* 计算幅值/相位、零点/极点的置信区间* 设计周期激励信号、最小峰值、最优能量诺等5)模糊逻辑工具箱(Fuzzy Logic Toolbox)。
* 友好的交互设计界面* 自适应神经—模糊学习、聚类以及Sugeno推理* 支持SIMULINK动态仿真* 可生成C语言源代码用于实时应用(6)高阶谱分析工具箱(Higher—Order SpectralAnalysis Toolbox * 高阶谱估计* 信号中非线性特征的检测和刻画* 延时估计* 幅值和相位重构* 阵列信号处理* 谐波重构(7)图像处理工具箱(Image Processing T oolbox)。
* 二维滤波器设计和滤波* 图像恢复增强* 色彩、集合及形态操作* 二维变换* 图像分析和统计(8)线性矩阵不等式控制工具箱(LMI Control Toolbox)。
* LMI的基本用途* 基于GUI的LMI编辑器* LMI问题的有效解法* LMI问题解决方案(9)模型预测控制工具箱(ModelPredictive Control Toolbox* 建模、辨识及验证* 支持MISO模型和MIMO模型* 阶跃响应和状态空间模型(10)u分析与综合工具箱(u-Analysis and Synthesis Toolbox)* u分析与综合* H2和H无穷大最优综合* 模型降阶* 连续和离散系统* u分析与综合理论(11)神经网络工具箱(Neursl Network T oolbox)。
matlab各种应用工具箱参考
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二、通用工具箱
• Matlab主工具箱
• 前面课程所介绍的数值计算、符号运算、 绘图以及句柄绘图都是matlab主工具箱 的内容,是matlab的基本部分,也是我 们课程的重点。
• Matlab主工具箱位于:
c:\matlab\toolbox\matlab
• matlab主工具箱是任何版本的matlab都
simulink 的一般结构:
输入
系统
输出
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仿真原理
• 当在框图视窗中进行仿真的同时,matlab 实际上是运行保存于simulink内存中s函数 的映象文件,而不是解释运行该m文件。
• s函数并不是标准m文件,它m文件的一种 特殊形式。
结构图创建方法
• 一个动态系统的创建过程,就是一个方框 图的绘制过程
rose - Angle histogram plot.
compass - Compass plot.
feather - Feather plot.
fplot - Plot function.
comet - Comet-like trajectory.
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Graph annotation. title - Graph title. xlabel - X-axis label. ylabel - Y-axis label. text - Text annotation. gtext - Mouse placement of text. grid - Grid lines.
高阶谱分析工具箱
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MATLAB中常用的工具箱
6.1.1MA TLAB中常用的工具箱MA TLAB中常用的工具箱有:Matlab main toolbox——matlab主工具箱Control system toolbox——控制系统工具箱Communication toolbox——通信工具箱Financial toolbox——财政金融工具箱System identification toolbox——系统辨识工具箱Fuzzy logic toolbox ——模糊逻辑工具箱Higher-order spectral analysis toolbox——高阶谱分析工具箱Image processing toolbox——图像处理工具箱Lmi contral toolbox——线性矩阵不等式工具箱Model predictive contral toolbox——模型预测控制工具箱U-Analysis ang sysnthesis toolbox——u分析工具箱Neural network toolbox——神经网络工具箱Optimization toolbox——优化工具箱Partial differential toolbox——偏微分奉承工具箱Robust contral toolbox——鲁棒控制工具箱Spline toolbox——样条工具箱Signal processing toolbox——信号处理工具箱Statisticst toolbox——符号数学工具箱Symulink toolbox——动态仿真工具箱System identification toolbox——系统辨识工具箱Wavele toolbox——小波工具箱6.2优化工具箱中的函数1、最小化函数2、最小二乘问题3、方程求解函数4、演示函数中型问题方法演示函数大型文体方法演示函数。
MATLAB的一些有用的工具箱
MATLAB是很多人经常使用的“懒人”编程软件了。
可是大家是不是有时候仍然觉得他的功能不够强大呢?提供给大家一些matlab的软件toolbox,使得大家在做应用的时候更加得心应手吧。
ZSM (zero sum multinomial)/zsmcode.htmlBinaural-modeling software for MATLAB/Windows/home/Michael_Akeroyd/download2.htmlStatistical Parametric Mapping (SPM)/spm/ext/BOOTSTRAP MATLAB TOOLBOX.au/downloads/bootstrap_toolbox.htmlThe DSS package for MATLABDSS Matlab package contains algorithms for performing linear, deflation and symmet ric DSS.http://www.cis.hut.fi/projects/dss/package/Psychtoolbox/download.htmlMultisurface Method Tree with MATLAB/~olvi/uwmp/msmt.htmlA Matlab Toolbox for every single topic !/~baum/toolboxes.htmleg. BrainStorm - MEG and EEG data visualization and processingCLAWPACK is a software package designed to compute numerical solutions to hyper bolic partial differential equations using a wave propagation approach/~claw/Fusetool - Image Fusion Toolboxhttp://www.metapix.de/toolbox.htmTSTOOL is a MATLAB software package for nonlinear time series analysis.TSTOOL can be used for computing: Time-delay reconstruction, Lyapunov exponents, Fractal dimensions, Mutual information, Surrogate data tests, Nearest neighbor stati stics, Return times, Poincare sections, Nonlinear predictionhttp://www.physik3.gwdg.de/tstool/MATLAB / Data description toolboxA Matlab toolbox for data description, outlier and novelty detectionMarch 26, 2004 - D.M.J. Taxhttp://www-ict.ewi.tudelft.nl/~davidt/dd_tools/dd_manual.html。
matlab toolbox类型
matlab toolbox类型Matlab Toolbox 类型Matlab 是一种强大的数值计算与科学编程工具,由于其卓越的性能和丰富的功能,被广泛应用于科学、工程和金融等领域。
为了更好地满足不同领域用户的需求,Matlab 提供了丰富的工具箱(Toolbox),包含了各种专门用于特定领域的函数和工具。
本文将介绍 Matlab Toolbox 的类型及其应用。
一、控制系统工具箱(Control System Toolbox)控制系统工具箱是 Matlab 中用于设计、分析和模拟控制系统的重要工具箱。
它包含了许多在控制工程中常用的函数和算法,如PID 控制器设计、稳定性分析、系统响应等。
控制系统工具箱的使用可以帮助工程师快速实现对控制系统的建模、仿真和优化。
二、图像处理工具箱(Image Processing Toolbox)图像处理工具箱是专门用于数字图像处理的工具箱,提供了丰富的图像处理函数和算法。
它可以帮助用户实现图像的滤波、增强、分割、配准等操作,还支持图像的压缩和编码。
图像处理工具箱被广泛应用于计算机视觉、医学影像分析、遥感图像处理等领域。
三、信号处理工具箱(Signal Processing Toolbox)信号处理工具箱提供了丰富的信号处理函数,用于设计和分析各种类型的信号。
这些函数包括了离散傅里叶变换(DFT)、滤波器设计、频谱分析等。
信号处理工具箱在音频处理、通信系统设计、生物医学信号处理等领域具有广泛的应用。
四、机器学习工具箱(Machine Learning Toolbox)机器学习工具箱是 Matlab 中用于实现各种机器学习算法的工具箱。
它包含了常用的分类、回归、聚类、降维等算法,如支持向量机(SVM)、决策树、神经网络等。
机器学习工具箱的使用使得用户能够在数据挖掘、模式识别、预测分析等任务中实现自动化的学习与决策。
五、优化工具箱(Optimization Toolbox)优化工具箱是用于解决数学最优化问题的工具箱,提供了各种优化算法和函数。
Matlab的第三方工具箱大全
Matlab的第三方工具箱大全(按住CTRL点击连接就可以到达每个工具箱的主页面来下载了)Matlab Toolboxes∙ADCPtools - acoustic doppler current profiler data processing∙AFDesign - designing analog and digital filters∙AIRES - automatic integration of reusable embedded software∙Air-Sea - air-sea flux estimates in oceanography∙Animation - developing scientific animations∙ARfit - estimation of parameters and eigenmodes of multivariate autoregressive methods∙ARMASA - power spectrum estimation∙AR-Toolkit - computer vision tracking∙Auditory - auditory models∙b4m - interval arithmetic∙Bayes Net - inference and learning for directed graphical models∙Binaural Modeling - calculating binaural cross-correlograms of sound∙Bode Step - design of control systems with maximized feedback∙Bootstrap - for resampling, hypothesis testing and confidence interval estimation ∙BrainStorm - MEG and EEG data visualization and processing∙BSTEX - equation viewer∙CALFEM - interactive program for teaching the finite element method∙Calibr - for calibrating CCD cameras∙Camera Calibration∙Captain - non-stationary time series analysis and forecasting∙CHMMBOX - for coupled hidden Markov modeling using max imum likelihood EM ∙Classification - supervised and unsupervised classification algorithms∙CLOSID∙Cluster - for analysis of Gaussian mixture models for data set clustering∙Clustering - cluster analysis∙ClusterPack - cluster analysis∙COLEA - speech analysis∙CompEcon - solving problems in economics and finance∙Complex - for estimating temporal and spatial signal complexities∙Computational Statistics∙Coral - seismic waveform analysis∙DACE - kriging approximations to computer models∙DAIHM - data assimilation in hydrological and hydrodynamic models∙Data Visualization∙DBT - radar array processing∙DDE-BIFTOOL - bifurcation analysis of delay differential equations∙Denoise - for removing noise from signals∙DiffMan - solv ing differential equations on manifolds∙Dimensional Analysis -∙DIPimage - scientific image processing∙Direct - Laplace transform inversion via the direct integration method∙DirectSD - analysis and design of computer controlled systems with process-oriented models∙DMsuite - differentiation matrix suite∙DMTTEQ - design and test time domain equalizer design methods∙DrawFilt - drawing digital and analog filters∙DSFWAV - spline interpolation with Dean wave solutions∙DWT - discrete wavelet transforms∙EasyKrig∙Econometrics∙EEGLAB∙EigTool - graphical tool for nonsymmetric eigenproblems∙EMSC - separating light scattering and absorbance by extended multiplicative signal correction∙Engineering Vibration∙FastICA - fixed-point algorithm for ICA and projection pursuit∙FDC - flight dynamics and control∙FDtools - fractional delay filter design∙FlexICA - for independent components analysis∙FMBPC - fuzzy model-based predictive control∙ForWaRD - Fourier-wavelet regularized deconvolution∙FracLab - fractal analysis for signal processing∙FSBOX - stepwise forward and backward selection of features using linear regression∙GABLE - geometric algebra tutorial∙GAOT - genetic algorithm optimization∙Garch - estimating and diagnosing heteroskedasticity in time series models∙GCE Data - managing, analyzing and displaying data and metadata stored using the GCE data structure specification∙GCSV - growing cell structure visualization∙GEMANOVA - fitting multilinear ANOVA models∙Genetic Algorithm∙Geodetic - geodetic calculations∙GHSOM - growing hierarchical self-organizing map∙glmlab - general linear models∙GPIB - wrapper for GPIB library from National Instrument∙GTM - generative topographic mapping, a model for density modeling and data visualization∙GVF - gradient vector flow for finding 3-D object boundaries∙HFRadarmap - converts HF radar data from radial current vectors to total vectors ∙HFRC - importing, processing and manipulating HF radar data∙Hilbert - Hilbert transform by the rational eigenfunction expansion method∙HMM - hidden Markov models∙HMMBOX - for hidden Markov modeling using maximum likelihood EM∙HUTear - auditory modeling∙ICALAB - signal and image processing using ICA and higher order statistics∙Imputation - analysis of incomplete datasets∙IPEM - perception based musical analysisJMatLink - Matlab Java classesKalman - Bayesian Kalman filterKalman Filter - filtering, smoothing and parameter estimation (using EM) for linear dynamical systemsKALMTOOL - state estimation of nonlinear systemsKautz - Kautz filter designKrigingLDestimate - estimation of scaling exponentsLDPC - low density parity check codesLISQ - wavelet lifting scheme on quincunx gridsLKER - Laguerre kernel estimation toolLMAM-OLMAM - Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networksLow-Field NMR - for exponential fitting, phase correction of quadrature data and slicing LPSVM - Newton method for LP support vector machine for machine learning problems LSDPTOOL - robust control system design using the loop shaping design procedure LS-SVMlabLSVM - Lagrangian support vector machine for machine learning problemsLyngby - functional neuroimagingMARBOX - for multivariate autogressive modeling and cross-spectral estimation MatArray - analysis of microarray dataMatrix Computation- constructing test matrices, computing matrix factorizations, visualizing matrices, and direct search optimizationMCAT - Monte Carlo analysisMDP - Markov decision processesMESHPART - graph and mesh partioning methodsMILES - maximum likelihood fitting using ordinary least squares algorithmsMIMO - multidimensional code synthesisMissing - functions for handling missing data valuesM_Map - geographic mapping toolsMODCONS - multi-objective control system designMOEA - multi-objective evolutionary algorithmsMS - estimation of multiscaling exponentsMultiblock - analysis and regression on several data blocks simultaneously Multiscale Shape AnalysisMusic Analysis - feature extraction from raw audio signals for content-based music retrievalMWM - multifractal wavelet modelNetCDFNetlab - neural network algorithmsNiDAQ - data acquisition using the NiDAQ libraryNEDM - nonlinear economic dynamic modelsNMM - numerical methods in Matlab textNNCTRL - design and simulation of control systems based on neural networks NNSYSID - neural net based identification of nonlinear dynamic systemsNSVM - newton support vector machine for solv ing machine learning problems NURBS - non-uniform rational B-splinesN-way - analysis of multiway data with multilinear modelsOpenFEM - finite element developmentPCNN - pulse coupled neural networksPeruna - signal processing and analysisPhiVis- probabilistic hierarchical interactive visualization, i.e. functions for visual analysis of multivariate continuous dataPlanar Manipulator - simulation of n-DOF planar manipulatorsPRT ools - pattern recognitionpsignifit - testing hyptheses about psychometric functionsPSVM - proximal support vector machine for solving machine learning problems Psychophysics - vision researchPyrTools - multi-scale image processingRBF - radial basis function neural networksRBN - simulation of synchronous and asynchronous random boolean networks ReBEL - sigma-point Kalman filtersRegression - basic multivariate data analysis and regressionRegularization ToolsRegularization Tools XPRestore ToolsRobot - robotics functions, e.g. kinematics, dynamics and trajectory generation Robust Calibration - robust calibration in statsRRMT - rainfall-runoff modellingSAM - structure and motionSchwarz-Christoffel - computation of conformal maps to polygonally bounded regions SDH - smoothed data histogramSeaGrid - orthogonal grid makerSEA-MAT - oceanographic analysisSLS - sparse least squaresSolvOpt - solver for local optimization problemsSOM - self-organizing mapSOSTOOLS - solving sums of squares (SOS) optimization problemsSpatial and Geometric AnalysisSpatial RegressionSpatial StatisticsSpectral MethodsSPM - statistical parametric mappingSSVM - smooth support vector machine for solving machine learning problems STATBAG - for linear regression, feature selection, generation of data, and significance testingStatBox - statistical routinesStatistical Pattern Recognition - pattern recognition methodsStixbox - statisticsSVM - implements support vector machinesSVM ClassifierSymbolic Robot DynamicsTEMPLAR - wavelet-based template learning and pattern classificationTextClust - model-based document clusteringTextureSynth - analyzing and synthesizing visual texturesTfMin - continous 3-D minimum time orbit transfer around EarthTime-Frequency - analyzing non-stationary signals using time-frequency distributions Tree-Ring - tasks in tree-ring analysisTSA - uni- and multivariate, stationary and non-stationary time series analysisTSTOOL - nonlinear time series analysisT_Tide - harmonic analysis of tidesUTVtools - computing and modifying rank-revealing URV and UTV decompositions Uvi_Wave - wavelet analysisvarimax - orthogonal rotation of EOFsVBHMM - variation Bayesian hidden Markov modelsVBMFA - variational Bayesian mixtures of factor analyzersVMT- VRML Molecule Toolbox, for animating results from molecular dynamics experimentsVOICEBOXVRMLplot - generates interactive VRML 2.0 graphs and animationsVSVtools - computing and modifying symmetric rank-revealing decompositions WAFO - wave analysis for fatique and oceanographyWarpTB - frequency-warped signal processingWAVEKIT - wavelet analysisWaveLab - wavelet analysisWeeks - Laplace transform inversion via the Weeks methodWetCDF - NetCDF interfaceWHMT - wavelet-domain hidden Markov tree modelsWInHD - Wavelet-based inverse halftoning via deconvolutionWSCT - weighted sequences clustering toolkitXMLTree - XML parserYAADA - analyze single particle mass spectrum dataZMAP - quantitative seismicity analysis。
MATLAB常用工具箱与函数库介绍
MATLAB常用工具箱与函数库介绍1. 引言MATLAB是一款功能强大的数学软件,广泛应用于工程、科学、计算机科学等领域。
在MATLAB中,有许多常用的工具箱和函数库,可以帮助用户解决各种数学计算和数据处理问题。
本文将介绍几个常用的MATLAB工具箱和函数库,帮助读者更好地理解和使用这些工具。
2. 统计工具箱统计工具箱是MATLAB中一个重要的工具箱,用于统计数据的分析和处理。
这个工具箱提供了许多函数,如直方图、概率分布函数、假设检验等等。
读者可以使用统计工具箱来分析数据的分布特征、计算数据的均值和标准差、进行假设检验等。
3. 信号处理工具箱信号处理工具箱是MATLAB中用于处理信号的一个重要工具箱。
它提供了一些常用的函数,如滤波器、谱分析、窗函数等等。
利用信号处理工具箱,读者可以对信号进行滤波、频谱分析、窗函数设计等操作,帮助解决各种与信号处理相关的问题。
4. 优化工具箱优化工具箱是MATLAB中用于求解优化问题的一个重要工具箱。
它提供了一些常用的函数,如线性规划、非线性规划、整数规划等等。
利用优化工具箱,读者可以求解各种优化问题,如优化算法选择、变量约束等。
优化工具箱在生产、物流、金融等领域具有广泛的应用。
5. 控制系统工具箱控制系统工具箱是MATLAB中一个针对控制系统设计和分析的重要工具箱。
它提供了一些常用的函数,如系统模型构建、控制器设计、系统分析等。
利用控制系统工具箱,读者可以构建控制系统模型、设计控制器、进行系统稳定性分析等操作。
这个工具箱在自动化控制领域非常有用。
6. 图像处理工具箱图像处理工具箱是MATLAB中一个用于处理和分析图像的重要工具箱。
它提供了一些常用的函数,如图像滤波、边缘检测、图像分割等等。
利用图像处理工具箱,读者可以对图像进行滤波、边缘检测、目标分割等操作,帮助解决图像处理中的各种问题。
7. 符号计算工具箱符号计算工具箱是MATLAB中一个用于进行符号计算的重要工具箱。
Matlab各工具箱功能简介(部分)
Matlab各工具箱功能简介(部分)Toolbo某工具箱序号工具箱备注一、数学、统计与优化1 Symbolic Math Toolbo某符号数学工具箱Symbolic Math Toolbo某? 提供用于求解和推演符号运算表达式以及执行可变精度算术的函数。
您可以通过分析执行微分、积分、化简、转换以及方程求解。
另外,还可以利用符号运算表达式为 MATLAB?、Simulink? 和Simscape? 生成代码。
Symbolic Math Toolbo某包含 MuPAD? 语言,并已针对符号运算表达式的处理和执行进行优化。
该工具箱备有 MuPAD 函数库,其中包括普通数学领域的微积分和线性代数,以及专业领域的数论和组合论。
此外,还可以使用 MuPAD 语言编写自定义的符号函数和符号库。
MuPAD 记事本支持使用嵌入式文本、图形和数学排版格式来记录符号运算推导。
您可以采用 HTML 或 PDF 的格式分享带注释的推导。
2 Partial Differential Euqation Toolbo某偏微分方程工具箱偏微分方程工具箱?提供了用于在2D,3D求解偏微分方程(PDE)以及一次使用有限元分析。
它可以让你指定和网格二维和三维几何形状和制定边界条件和公式。
你能解决静态,时域,频域和特征值问题在几何领域。
功能进行后处理和绘图效果使您能够直观地探索解决方案。
你可以用偏微分方程工具箱,以解决从标准问题,如扩散,传热学,结构力学,静电,静磁学,和AC电源电磁学,以及自定义,偏微分方程的耦合系统偏微分方程。
3 Statistics Toolbo某统计学工具箱Statistics and Machine Learning Toolbo某提供运用统计与机器学习来描述、分析数据和对数据建模的函数和应用程序。
您可以使用用于探查数据分析的描述性统计和绘图,使用概率分布拟合数据,生成用于Monte Carlo 仿真的随机数,以及执行假设检验。
Matlab的第三方工具箱大全
Matlab ToolboxesADCPtools - acoustic doppler current profiler dataprocessingAFDesign - designing analog and digital filtersAIRES - automatic integration of reusable embeddedsoftwareAir-Sea - air-sea flux estimates in oceanographyAnimation - developing scientific animationsARfit - estimation of parameters and eigenmodes ofmultivariate autoregressive methodsARMASA - power spectrum estimationAR-Toolkit - computer vision trackingAuditory - auditory modelsb4m - interval arithmeticBayes Net - inference and learning for directedgraphical modelsBinaural Modeling - calculating binauralcross-correlograms of soundBode Step- design of control systems with maximizedfeedbackBootstrap - for resampling, hypothesis testing andconfidence interval estimationBrainStorm - MEG and EEG data visualization andprocessingBSTEX - equation viewerCALFEM- interactive program for teaching the finite element methodCalibr - for calibrating CCD camerasCamera CalibrationCaptain - non-stationary time series analysis and forecastingCHMMBOX - for coupled hidden Markov modeling using maximum likelihood EMClassification - supervised and unsupervised classification algorithmsCLOSIDCluster- for analysis of Gaussian mixture models for data set clusteringClustering - cluster analysisClusterPack - cluster analysisCOLEA - speech analysisCompEcon- solving problems in economics and finance Complex- for estimating temporal and spatial signal complexitiesComputational StatisticsCoral - seismic waveform analysisDACE - kriging approximations to computer models DAIHM - data assimilation in hydrological and hydrodynamic modelsData VisualizationDBT - radar array processingDDE-BIFTOOL - bifurcation analysis of delay differential equationsDenoise - for removing noise from signalsDiffMan - solving differential equations on manifoldsDimensional Analysis -DIPimage - scientific image processingDirect - Laplace transform inversion via the direct integration methodDirectSD- analysis and design of computer controlled systems with process-oriented modelsDMsuite - differentiation matrix suiteDMTTEQ- design and test time domain equalizer design methodsDrawFilt - drawing digital and analog filters DSFWAV - spline interpolation with Dean wave solutionsDWT - discrete wavelet transformsEasyKrigEconometricsEEGLABEigTool - graphical tool for nonsymmetric eigenproblemsEMSC- separating light scattering and absorbance by extended multiplicative signal correctionEngineering VibrationFastICA - fixed-point algorithm for ICA and projection pursuitFDC - flight dynamics and controlFDtools - fractional delay filter designFlexICA - for independent components analysis FMBPC - fuzzy model-based predictive control ForWaRD- Fourier-wavelet regularized deconvolution FracLab - fractal analysis for signal processing FSBOX - stepwise forward and backward selection of features using linear regressionGABLE - geometric algebra tutorialGAOT - genetic algorithm optimizationGarch- estimating and diagnosing heteroskedasticity in time series modelsGCE Data - managing, analyzing and displaying data and metadata stored using the GCE data structure specificationGCSV - growing cell structure visualization GEMANOVA - fitting multilinear ANOVA models Genetic AlgorithmGeodetic - geodetic calculationsGHSOM - growing hierarchical self-organizing map glmlab - general linear modelsGPIB - wrapper for GPIB library from National InstrumentGTM - generative topographic mapping, a model fordensity modeling and data visualizationGVF - gradient vector flow for finding 3-D objectboundariesHFRadarmap - converts HF radar data from radialcurrent vectors to total vectorsHFRC - importing, processing and manipulating HFradar dataHilbert - Hilbert transform by the rationaleigenfunction expansion methodHMM - hidden Markov modelsHMMBOX - for hidden Markov modeling using maximumlikelihood EMHUTear - auditory modelingICALAB - signal and image processing using ICA andhigher order statisticsImputation - analysis of incomplete datasetsIPEM - perception based musical analysis2007-8-29 15:04#1littleboy助理工程师JMatLink - Matlab Java classesKalman - Bayesian Kalman filterKalman Filter - filtering, smoothing and parameter estimation(using EM) for linear dynamical systemsKALMTOOL - state estimation of nonlinear systems精华 0积分 49 帖子 76 水位 164 技术分 0 Kautz - Kautz filter designKrigingLDestimate - estimation of scaling exponentsLDPC - low density parity check codesLISQ - wavelet lifting scheme on quincunx gridsLKER - Laguerre kernel estimation toolLMAM-OLMAM- Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networksLow-Field NMR - for exponential fitting, phase correction of quadrature data and slicingLPSVM - Newton method for LP support vector machine for machine learning problemsLSDPTOOL - robust control system design using the loop shaping design procedureLS-SVMlabLSVM - Lagrangian support vector machine for machine learning problemsLyngby - functional neuroimagingMARBOX- for multivariate autogressive modeling and cross-spectral estimationMatArray - analysis of microarray dataMatrix Computation- constructing test matrices, computing matrix factorizations, visualizing matrices, and direct search optimizationMCAT - Monte Carlo analysisMDP - Markov decision processesMESHPART - graph and mesh partioning methodsMILES - maximum likelihood fitting using ordinary least squares algorithmsMIMO - multidimensional code synthesisMissing - functions for handling missing data valuesM_Map - geographic mapping toolsMODCONS - multi-objective control system designMOEA - multi-objective evolutionary algorithmsMS - estimation of multiscaling exponentsMultiblock - analysis and regression on several data blocks simultaneouslyMultiscale Shape AnalysisMusic Analysis - feature extraction from raw audio signals for content-based music retrievalMWM - multifractal wavelet modelNetCDFNetlab - neural network algorithmsNiDAQ - data acquisition using the NiDAQ libraryNEDM - nonlinear economic dynamic modelsNMM - numerical methods in Matlab textNNCTRL - design and simulation of control systems based on neural networksNNSYSID - neural net based identification of nonlinear dynamic systemsNSVM - newton support vector machine for solving machine learning problemsNURBS - non-uniform rational B-splinesN-way - analysis of multiway data with multilinear models OpenFEM - finite element developmentPCNN - pulse coupled neural networksPeruna - signal processing and analysisPhiVis - probabilistic hierarchical interactive visualization, . functions for visual analysis of multivariate continuous data Planar Manipulator - simulation of n-DOF planar manipulators PRTools - pattern recognitionpsignifit - testing hyptheses about psychometric functions PSVM- proximal support vector machine for solving machine learning problemsPsychophysics - vision researchPyrTools - multi-scale image processingRBF - radial basis function neural networksRBN - simulation of synchronous and asynchronous random boolean networksReBEL - sigma-point Kalman filtersRegression - basic multivariate data analysis and regression Regularization ToolsRegularization Tools XPRestore ToolsRobot - robotics functions, . kinematics, dynamics and trajectory generationRobust Calibration - robust calibration in statsRRMT - rainfall-runoff modellingSAM - structure and motionSchwarz-Christoffel- computation of conformal maps to polygonally bounded regionsSDH - smoothed data histogramSeaGrid - orthogonal grid makerSEA-MAT - oceanographic analysisSLS - sparse least squaresSolvOpt - solver for local optimization problemsSOM - self-organizing mapSOSTOOLS - solving sums of squares (SOS) optimization problems Spatial and Geometric AnalysisSpatial RegressionSpatial StatisticsSpectral MethodsSPM - statistical parametric mappingSSVM - smooth support vector machine for solving machine learning problemsSTATBAG - for linear regression, feature selection, generation of data, and significance testingStatBox - statistical routinesStatistical Pattern Recognition - pattern recognition methods Stixbox - statisticsSVM - implements support vector machinesSVM ClassifierSymbolic Robot DynamicsTEMPLAR - wavelet-based template learning and patternclassificationTextClust - model-based document clusteringTextureSynth - analyzing and synthesizing visual textures TfMin - continous 3-D minimum time orbit transfer around Earth Time-Frequency - analyzing non-stationary signals usingtime-frequency distributionsTree-Ring - tasks in tree-ring analysisTSA - uni- and multivariate, stationary and non-stationary time series analysisTSTOOL - nonlinear time series analysisT_Tide - harmonic analysis of tidesUTVtools - computing and modifying rank-revealing URV and UTV decompositionsUvi_Wave - wavelet analysisvarimax - orthogonal rotation of EOFsVBHMM - variation Bayesian hidden Markov modelsVBMFA - variational Bayesian mixtures of factor analyzersVMT - VRML Molecule Toolbox, for animating results from molecular dynamics experimentsVOICEBOXVRMLplot - generates interactive VRML graphs and animations VSVtools - computing and modifying symmetric rank-revealing decompositionsWAFO - wave analysis for fatique and oceanographyWarpTB - frequency-warped signal processingWAVEKIT - wavelet analysis。
Matlab的第三方工具箱全套整合(强烈推荐)
Animation- developing scientific animations
ARfit- estimation of parameters and eigenmodes of multivariate autoregressive methods
DMsuite- differentiation matrix suite
DMTTEQ- design and test time domain equalizer design methods
DrawFilt- drawing digitaland analog filters
DSFWAV- spline interpolation with Dean wave solutions
Dimensional Analysis-
DIPimage- scientific image processing
Direct- Laplace transform inversion via the direct integration method
DirectSD- analysis and design of computer controlled systems with process-oriented models
LISQ- wavelet lifting scheme on quincunx grids
LKER- Laguerre kernel estimation tool
LMAM-OLMAM- Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networks
Matlab常用工具箱及常用函数
Matlab常用工具箱MATLAB包括拥有数百个内部函数的主包和三十几种工具包.工具包又可以分为功能性工具包和学科工具包.功能工具包用来扩充MATLAB的符号计算,可视化建模仿真,文字处理及实时控制等功能.学科工具包是专业性比较强的工具包,控制工具包,信号处理工具包,通信工具包等都属于此类.开放性使MATLAB广受用户欢迎.除内部函数外,所有MATLAB主包文件和各种工具包都是可读可修改的文件,用户通过对源程序的修改或加入自己编写程序构造新的专用工具包.Matlab Main Toolbox——matlab主工具箱Control System Toolbox——控制系统工具箱Communication Toolbox——通讯工具箱Financial Toolbox——财政金融工具箱System Identification Toolbox——系统辨识工具箱Fuzzy Logic Toolbox——模糊逻辑工具箱Higher-Order Spectral Analysis Toolbox——高阶谱分析工具箱Image Processing Toolbox——图象处理工具箱LMI Control Toolbox——线性矩阵不等式工具箱Model predictive Control Toolbox——模型预测控制工具箱μ-Analysis and Synthesis Toolbox——μ分析工具箱Neural Network Toolbox——神经网络工具箱Optimization Toolbox——优化工具箱Partial Differential Toolbox——偏微分方程工具箱Robust Control Toolbox——鲁棒控制工具箱Signal Processing Toolbox——信号处理工具箱Spline Toolbox——样条工具箱Statistics Toolbox——统计工具箱Symbolic Math Toolbox——符号数学工具箱Simulink Toolbox——动态仿真工具箱Wavele Toolbox——小波工具箱常用函数Matlab内部常数[3]eps:浮点相对精度exp:自然对数的底数ei 或 j:基本虚数单位inf 或 Inf:无限大, 例如1/0nan或NaN:非数值(Not a number),例如0/0pi:圆周率 p(= 3.1415926...)realmax:系统所能表示的最大数值realmin:系统所能表示的最小数值nargin: 函数的输入引数个数nargout: 函数的输出引数个数lasterr:存放最新的错误信息lastwarn:存放最新的警告信息MATLAB常用基本数学函数abs(x):纯量的绝对值或向量的长度angle(z):复数z的相角(Phase angle)sqrt(x):开平方real(z):复数z的实部imag(z):复数z的虚部conj(z):复数z的共轭复数round(x):四舍五入至最近整数fix(x):无论正负,舍去小数至最近整数floor(x):地板函数,即舍去正小数至最近整数ceil(x):天花板函数,即加入正小数至最近整数rat(x):将实数x化为分数表示rats(x):将实数x化为多项分数展开sign(x):符号函数 (Signum function).当x0时,sign(x)=1.rem(x,y):求x除以y的馀数gcd(x,y):整数x和y的最大公因数lcm(x,y):整数x和y的最小公倍数exp(x) :自然指数pow2(x):2的指数log(x):以e为底的对数,即自然对数或log2(x):以2为底的对数log10(x):以10为底的对数MATLAB常用三角函数sin(x):正弦函数cos(x):余弦函数tan(x):正切函数asin(x):反正弦函数acos(x):反余弦函数atan(x):反正切函数atan2(x,y):四象限的反正切函数sinh(x):双曲正弦函数cosh(x):双曲余弦函数tanh(x):双曲正切函数asinh(x):反双曲正弦函数acosh(x):反双曲余弦函数atanh(x):反双曲正切函数适用于向量的常用函数有min(x): 向量x的元素的最小值max(x): 向量x的元素的最大值mean(x): 向量x的元素的平均值median(x): 向量x的元素的中位数std(x): 向量x的元素的标准差diff(x): 向量x的相邻元素的差sort(x): 对向量x的元素进行排序(Sorting)length(x): 向量x的元素个数norm(x): 向量x的欧氏(Euclidean)长度sum(x): 向量x的元素总和prod(x): 向量x的元素总乘积cumsum(x): 向量x的累计元素总和cumprod(x): 向量x的累计元素总乘积dot(x, y): 向量x和y的内积cross(x, y): 向量x和y的外积MATLAB基本绘图函数plot: x轴和y轴均为线性刻度(Linear scale)loglog: x轴和y轴均为对数刻度(Logarithmic scale)semilogx: x轴为对数刻度,y轴为线性刻度semilogy: x轴为线性刻度,y轴为对数刻度matlab插值和样条plot绘图函数的参数字元颜色字元图线型态y 黄色 . 点k 黑色 o 圆w 白色 x xb 蓝色 + +g 绿色 * *r 红色 - 实线c 亮青色 : 点线m 锰紫色 -. 点虚线-- 虚线注解xlabel('Input Value'); % x轴注解ylabel('Function Value'); % y轴注解title('Two Trigonometric Functions'); % 图形标题legend('y = sin(x)','y = cos(x)'); % 图形注解grid on; % 显示格线二维绘图函数bar 长条图errorbar 图形加上误差范围fplot 较精确的函数图形polar 极座标图hist 累计图rose 极座标累计图stairs 阶梯图stem 针状图fill 实心图feather 羽毛图compass 罗盘图quiver 向量场图[4]Welcome To Download !!!欢迎您的下载,资料仅供参考!。
matlab常用工具箱
• 非线型方程求解
信号处理工具箱
• 数字和模拟滤波器设计、应用及仿真
• 谱分析和估计 • FFT、DCT等变换 • 参数化模型
学科前沿最新的工具箱
模糊控制逻辑工具箱
友好的交互设计界面,自适应神经模糊学习、聚类以及Sugeno推理 神经网络工具箱 神经网络系统具有集体运算的能力 和自适应的学习能力。具有很强的容错 性和鲁棒性,善于联想、综合和推广。
help specmat compan - Companion matrix. gallery - Several small test matrices. hadamard - Hadamard matrix. hankel - Hankel matrix. hilb - Hilbert matrix. invhilb - Inverse Hilbert matrix. magic - Magic square. pascal - Pascal matrix. toeplitz - Toeplitz matrix. vander - Vandermonde matrix.
matlab6功能扩充的工具箱有:
• 控制系统工具箱、图象处理工具箱、 神经元网络工具箱、信号处理工具箱、 simulink仿真工具箱 虚拟现实工具箱 电力系统工具箱 仪器仪表控制工具箱 报告编辑工具箱
Matlab6新增工具箱有:
• • • •
工具箱的扩充功能:
用户可以修改工具箱中的函数, 更为重要的是用户可以通过编制 m 文件来任意地添加工具箱中原来没 有的工具函数。此功能充分体现了 matlab语言的开发性。
Simulink优点
• 适应面广:包括线性、非线性系
统;离散、连续系统
• 结构和流程清晰:以方块图形式 呈现,
matlab工具箱介绍
matlab工具箱介绍MATLAB有三十多个工具箱大致可分为两类:功能型工具箱和领域型工具箱.功能型工具箱主要用来扩充MATLAB的符号计算功能、图形建模仿真功能、文字处理功能以及与硬件实时交互功能,能用于多种学科。
而领域型工具箱是专业性很强的。
如控制系统工具箱(Control System Toolbox)、信号处理工具箱(Signal Processing Toolbox)、财政金融工具箱(Financial Toolbox)等。
下面,将MATLAB工具箱内所包含的主要内容做简要介绍:1)通讯工具箱(Communication Toolbox)。
令提供100多个函数和150多个SIMULINK模块用于通讯系统的仿真和分析——信号编码——调制解调——滤波器和均衡器设计——通道模型——同步可由结构图直接生成可应用的C语言源代码。
2)控制系统工具箱(Control System Toolbox)。
鲁连续系统设计和离散系统设计* 状态空间和传递函数* 模型转换* 频域响应:Bode图、Nyquist图、Nichols图* 时域响应:冲击响应、阶跃响应、斜波响应等* 根轨迹、极点配置、LQG3)财政金融工具箱(FinancialTooLbox)。
* 成本、利润分析,市场灵敏度分析* 业务量分析及优化* 偏差分析* 资金流量估算* 财务报表4)频率域系统辨识工具箱(Frequency Domain System ldentification Toolbox* 辨识具有未知延迟的连续和离散系统* 计算幅值/相位、零点/极点的置信区间* 设计周期激励信号、最小峰值、最优能量诺等5)模糊逻辑工具箱(Fuzzy Logic Toolbox)。
* 友好的交互设计界面* 自适应神经—模糊学习、聚类以及Sugeno推理* 支持SIMULINK动态仿真* 可生成C语言源代码用于实时应用(6)高阶谱分析工具箱(Higher—Order SpectralAnalysis Toolbox* 高阶谱估计* 信号中非线性特征的检测和刻画* 延时估计* 幅值和相位重构* 阵列信号处理* 谐波重构(7)图像处理工具箱(Image Processing Toolbox)。
Matlab的第三方工具箱全套整合(强烈推荐)
Complex- for estimating temporal and spatial signal complexities
Computational Statistics
Coral- seismic waveform analysis
2007-8-2915:04
#1
littleboy
助理工程师
精华0
积分49
帖子76
水位164
技术分0
JMatLink- Matlab Java classes
Kalman- Bayesian Kalman filter
Kalman Filter- filtering, smoothing and parameter estimation (using EM) for linear dynamical systems
DMsuite- differentiation matrix suite
DMTTEQ- design and test time domain equalizer design methods
DrawFilt- drawing digitaland analog filters
DSFWAV- spline interpolation with Dean wave solutions
FSBOX- stepwise forward and backward selection of features using linear regression
GABLE- geometric algebra tutorial
GAOT- genetic algorithm optimization
Matlab的第三方工具箱大全(强烈推荐)
Matlab Toolboxes- acoustic doppler current profiler data processing- designing analog and digital filters- automatic integration of reusable embedded software- air-sea flux estimates in oceanography- developing scientific animations- estimation of parameters and eigenmodes of multivariateautoregressive methods- power spectrum estimation- computer vision tracking- auditory models- interval arithmetic- inference and learning for directed graphical models- calculating binaural cross-correlograms of sound- design of control systems with maximized feedback- for resampling, hypothesis testing and confidence intervalestimation- MEG and EEG data visualization and processing- equation viewer- interactive program for teaching the finite element method- for calibrating CCD cameras- non-stationary time series analysis and forecasting- for coupled hidden Markov modeling using maximumlikelihood EM- supervised and unsupervised classification algorithms- for analysis of Gaussian mixture models for data set clustering - cluster analysis- cluster analysis- speech analysis- solving problems in economics and finance- for estimating temporal and spatial signal complexities- seismic waveform analysis- kriging approximations to computer models- data assimilation in hydrological and hydrodynamic models- radar array processing- bifurcation analysis of delay differential equations- for removing noise from signals- solving differential equations on manifolds-- scientific image processing- Laplace transform inversion via the direct integration method - analysis and design of computer controlled systems with process-oriented models- differentiation matrix suite- design and test time domain equalizer design methods- drawing digital and analog filters- spline interpolation with Dean wave solutions- discrete wavelet transforms- graphical tool for nonsymmetric eigenproblems- separating light scattering and absorbance by extended multiplicative signal correction- fixed-point algorithm for ICA and projection pursuit- flight dynamics and control- fractional delay filter design- for independent components analysis- fuzzy model-based predictive control- Fourier-wavelet regularized deconvolution- fractal analysis for signal processing- stepwise forward and backward selection of features using linear regression- geometric algebra tutorial- genetic algorithm optimization- estimating and diagnosing heteroskedasticity in time series models- managing, analyzing and displaying data and metadata stored using the GCE data structure specification- growing cell structure visualization- fitting multilinear ANOVA models- geodetic calculations- growing hierarchical self-organizing map- general linear models- wrapper for GPIB library from National Instrument- generative topographic mapping, a model for densitymodeling and data visualization- gradient vector flow for finding 3-D object boundaries- converts HF radar data from radial current vectors to totalvectors- importing, processing and manipulating HF radar data- Hilbert transform by the rational eigenfunction expansionmethod- hidden Markov models- for hidden Markov modeling using maximum likelihood EM- auditory modeling- signal and image processing using ICA and higher orderstatistics- analysis of incomplete datasets- perception based musical analysis2007-8-29 15:04助理工程师- Matlab Java classes- Bayesian Kalman filter- filtering, smoothing and parameter estimation (using EM) for linear精华0 积分49 帖子76 水位164 技术分0 dynamical systems- state estimation of nonlinear systems- Kautz filter design- estimation of scaling exponents- low density parity check codes- wavelet lifting scheme on quincunx grids- Laguerre kernel estimation tool- Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networks- for exponential fitting, phase correction of quadrature data and slicing - Newton method for LP support vector machine for machine learning problems- robust control system design using the loop shaping design procedure- Lagrangian support vector machine for machine learning problems- functional neuroimaging- for multivariate autogressive modeling and cross-spectral estimation - analysis of microarray data- constructing test matrices, computing matrix factorizations, visualizing matrices, and direct search optimization- Monte Carlo analysis- Markov decision processes- graph and mesh partioning methods- maximum likelihood fitting using ordinary least squares algorithms- multidimensional code synthesis- functions for handling missing data values- geographic mapping tools- multi-objective control system design- multi-objective evolutionary algorithms- estimation of multiscaling exponents- analysis and regression on several data blocks simultaneously- feature extraction from raw audio signals for content-based music retrieval - multifractal wavelet model- neural network algorithms- data acquisition using the NiDAQ library- nonlinear economic dynamic models- numerical methods in Matlab text- design and simulation of control systems based on neural networks- neural net based identification of nonlinear dynamic systems- newton support vector machine for solving machine learning problems- non-uniform rational B-splines- analysis of multiway data with multilinear models- finite element development- pulse coupled neural networks- signal processing and analysis- probabilistic hierarchical interactive visualization, . functions for visual analysis of multivariate continuous data- simulation of n-DOF planar manipulators- pattern recognition- testing hyptheses about psychometric functions- proximal support vector machine for solving machine learning problems - vision research- multi-scale image processing- radial basis function neural networks- simulation of synchronous and asynchronous random boolean networks - sigma-point Kalman filters- basic multivariate data analysis and regression- robotics functions, . kinematics, dynamics and trajectory generation- robust calibration in stats- rainfall-runoff modelling- structure and motion- computation of conformal maps to polygonally bounded regions- smoothed data histogram- orthogonal grid maker- oceanographic analysis- sparse least squares- solver for local optimization problems- self-organizing map- solving sums of squares (SOS) optimization problems- statistical parametric mapping- smooth support vector machine for solving machine learning problems- for linear regression, feature selection, generation of data, and significance testing- statistical routines- pattern recognition methods- statistics- implements support vector machines- wavelet-based template learning and pattern classification- model-based document clustering- analyzing and synthesizing visual textures- continous 3-D minimum time orbit transfer around Earth- analyzing non-stationary signals using time-frequency distributions- tasks in tree-ring analysis- uni- and multivariate, stationary and non-stationary time series analysis- nonlinear time series analysis- harmonic analysis of tides- computing and modifying rank-revealing URV and UTV decompositions- wavelet analysis- orthogonal rotation of EOFs- variation Bayesian hidden Markov models- variational Bayesian mixtures of factor analyzers- VRML Molecule Toolbox, for animating results from molecular dynamicsexperiments- generates interactive VRML graphs and animations- computing and modifying symmetric rank-revealing decompositions - wave analysis for fatique and oceanography- frequency-warped signal processing- wavelet analysis- wavelet analysis- Laplace transform inversion via the Weeks method- NetCDF interface- wavelet-domain hidden Markov tree models- Wavelet-based inverse halftoning via deconvolution- weighted sequences clustering toolkit- XML parser- analyze single particle mass spectrum data- quantitative seismicity analysis。
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Matlab Toolboxes∙ADCPtools - acoustic doppler current profiler dataprocessing∙AFDesign - designing analog and digital filters∙AIRES - automatic integration of reusable embedded software∙Air-Sea - air-sea flux estimates in oceanography∙Animation - developing scientific animations∙ARfit - estimation of parameters and eigenmodes of multivariate autoregressive methods∙ARMASA - power spectrum estimation∙AR-Toolkit - computer vision tracking∙Auditory - auditory models∙b4m - interval arithmetic∙Bayes Net - inference and learning for directed graphical models∙Binaural Modeling - calculating binaural cross-correlograms of sound∙Bode Step - design of control systems with maximized feedback∙Bootstrap - for resampling, hypothesis testing and confidence interval estimation∙BrainStorm - MEG and EEG data visualization and processing∙BSTEX - equation viewer∙CALFEM - interactive program for teaching the finite element method∙Calibr - for calibrating CCD cameras∙Camera Calibration∙Captain - non-stationary time series analysis and forecasting∙CHMMBOX - for coupled hidden Markov modeling using maximum likelihood EM∙Classification - supervised and unsupervised classification algorithms∙CLOSID∙Cluster - for analysis of Gaussian mixture models for data set clustering∙Clustering - cluster analysis∙ClusterPack - cluster analysis∙COLEA - speech analysis∙CompEcon - solving problems in economics and finance ∙Complex - for estimating temporal and spatial signal complexities∙Computational Statistics∙Coral - seismic waveform analysis∙DACE - kriging approximations to computer models∙DAIHM - data assimilation in hydrological and hydrodynamic models∙Data Visualization∙DBT - radar array processing∙DDE-BIFTOOL - bifurcation analysis of delay differential equations∙Denoise - for removing noise from signals∙DiffMan - solving differential equations on manifolds∙Dimensional Analysis -∙DIPimage - scientific image processing∙Direct - Laplace transform inversion via the direct integration method∙DirectSD - analysis and design of computer controlled systems with process-oriented models∙DMsuite - differentiation matrix suite∙DMTTEQ - design and test time domain equalizer design methods∙DrawFilt - drawing digital and analog filters∙DSFWAV - spline interpolation with Dean wave solutions ∙DWT - discrete wavelet transforms∙EasyKrig∙Econometrics∙EEGLAB∙EigTool - graphical tool for nonsymmetric eigenproblems ∙EMSC - separating light scattering and absorbance by extended multiplicative signal correction∙Engineering Vibration∙FastICA - fixed-point algorithm for ICA and projection pursuit∙FDC - flight dynamics and control∙FDtools - fractional delay filter design∙FlexICA - for independent components analysis∙FMBPC - fuzzy model-based predictive control∙ForWaRD - Fourier-wavelet regularized deconvolution∙FracLab - fractal analysis for signal processing∙FSBOX - stepwise forward and backward selection of features using linear regression∙GABLE - geometric algebra tutorial∙GAOT - genetic algorithm optimization∙Garch - estimating and diagnosing heteroskedasticity in time series models∙GCE Data - managing, analyzing and displaying data and metadata stored using the GCE data structure specification ∙GCSV - growing cell structure visualization∙GEMANOVA - fitting multilinear ANOVA models∙Genetic Algorithm∙Geodetic - geodetic calculations#1助理工程师精华 0积分 49帖子 76水位 164技术分 0 Kalman - Bayesian Kalman filter Kalman Filter - filtering, smoothing and parameter estimation (using EM) for linear dynamical systems KALMTOOL - state estimation of nonlinear systems Kautz - Kautz filter design Kriging LDestimate - estimation of scaling exponents LDPC - low density parity check codes LISQ - wavelet lifting scheme on quincunx grids LKER - Laguerre kernel estimation toolLMAM-OLMAM - Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networksLow-Field NMR - for exponential fitting, phase correction of quadrature data and slicingLPSVM - Newton method for LP support vector machine for machine learning problemsLSDPTOOL - robust control system design using the loop shaping design procedureLS-SVMlabLSVM - Lagrangian support vector machine for machine learning problemsLyngby - functional neuroimagingMARBOX - for multivariate autogressive modeling and cross-spectral estimationMatArray - analysis of microarray dataMatrix Computation - constructing test matrices, computing matrix factorizations, visualizing matrices, and direct search optimization MCAT - Monte Carlo analysisMDP - Markov decision processesMESHPART - graph and mesh partioning methodsMILES - maximum likelihood fitting using ordinary least squares algorithmsMIMO - multidimensional code synthesisMissing - functions for handling missing data valuesM_Map - geographic mapping toolsMODCONS - multi-objective control system designMOEA - multi-objective evolutionary algorithmsMS - estimation of multiscaling exponentsMultiblock - analysis and regression on several data blockssimultaneouslyMultiscale Shape AnalysisMusic Analysis - feature extraction from raw audio signals forcontent-based music retrievalMWM - multifractal wavelet modelNetCDFNetlab - neural network algorithmsNiDAQ - data acquisition using the NiDAQ libraryNEDM - nonlinear economic dynamic modelsNMM - numerical methods in Matlab textNNCTRL - design and simulation of control systems based on neural networksNNSYSID - neural net based identification of nonlinear dynamic systems NSVM - newton support vector machine for solving machine learning problemsNURBS - non-uniform rational B-splinesN-way - analysis of multiway data with multilinear models OpenFEM - finite element developmentPCNN - pulse coupled neural networksPeruna - signal processing and analysisPhiVis - probabilistic hierarchical interactive visualization, i.e. functions for visual analysis of multivariate continuous dataPlanar Manipulator - simulation of n-DOF planar manipulators PRTools - pattern recognitionpsignifit - testing hyptheses about psychometric functionsPSVM - proximal support vector machine for solving machine learning problemsPsychophysics - vision researchPyrTools - multi-scale image processingRBF - radial basis function neural networksRBN - simulation of synchronous and asynchronous random boolean networksReBEL - sigma-point Kalman filtersRegression - basic multivariate data analysis and regression Regularization ToolsRegularization Tools XPRestore ToolsRobot - robotics functions, e.g. kinematics, dynamics and trajectory generationRobust Calibration - robust calibration in statsRRMT - rainfall-runoff modellingSAM - structure and motionSchwarz-Christoffel - computation of conformal maps to polygonally bounded regionsSDH - smoothed data histogramSeaGrid - orthogonal grid makerSEA-MAT - oceanographic analysisSLS - sparse least squaresSolvOpt - solver for local optimization problemsSOM - self-organizing mapSOSTOOLS - solving sums of squares (SOS) optimization problems Spatial and Geometric AnalysisSpatial RegressionSpatial StatisticsSpectral MethodsSPM - statistical parametric mappingSSVM - smooth support vector machine for solving machine learning problemsSTATBAG - for linear regression, feature selection, generation of data, and significance testingStatBox - statistical routinesStatistical Pattern Recognition - pattern recognition methodsStixbox - statisticsSVM - implements support vector machinesSVM ClassifierSymbolic Robot DynamicsTEMPLAR - wavelet-based template learning and pattern classification TextClust - model-based document clusteringTextureSynth - analyzing and synthesizing visual texturesTfMin - continous 3-D minimum time orbit transfer around EarthTime-Frequency - analyzing non-stationary signals using time-frequency distributionsTree-Ring - tasks in tree-ring analysisTSA - uni- and multivariate, stationary and non-stationary time series analysisTSTOOL - nonlinear time series analysisT_Tide - harmonic analysis of tidesUTVtools - computing and modifying rank-revealing URV and UTV decompositionsUvi_Wave - wavelet analysisvarimax - orthogonal rotation of EOFsVBHMM - variation Bayesian hidden Markov modelsVBMFA - variational Bayesian mixtures of factor analyzersVMT - VRML Molecule Toolbox, for animating results from molecular dynamics experimentsVOICEBOXVRMLplot - generates interactive VRML 2.0 graphs and animations VSVtools - computing and modifying symmetric rank-revealing decompositionsWAFO - wave analysis for fatique and oceanographyWarpTB - frequency-warped signal processingWAVEKIT - wavelet analysisWaveLab - wavelet analysis。