WHU-RS19 武汉大学深度学习数据集

从事科研或者工程的人员在文档撰写过程中，常需要将文献中的曲线与自己的结果对比，为获取原始数据，一种常用的办法是手动描点，即将原始曲线放大然后打印出来，选取一定数量的点，读出其横纵坐标，然后重绘。对于较为平坦的曲线，这种方法当然可行，但当曲线数量增加，曲线变化复杂，这种方法工作量可想而知。前段时间由于原始数据丢失，仅剩几十幅图片，本人尝试过手动描点，经历几个小时奋战，实在无法继续，索性转向matlab，借助其强大的数据处理能力，编写了两个GUI的小软件image2data、data_poly提取数据，如今大功告成，遂于大家分享。坐标轴标定按下面板上的按钮进行图像放大,按钮恢复初始显示大小,钮采用鼠标拖动图像按钮退出放大或者拖动的鼠标操作模式,空格键表示取点操作,键表示删除上一次取点操作,状态栏的显示当前鼠标取点总数目(注意,初始点数为,然后存处个坐标轴标定坐标,剩余用来存储曲线坐标)。值得指山的是,每次放大或者拖动桨作完毕后,必须按下按钮,才能用空格键进行取点操作。匹回图00.400.351 MHz足0.300.2530 MHz0.20frequency>100 MHz型30681012141618REVERSE VOLTAGE (VFigure 1. RF Capacitance vs ReverseBias. HSMP-3810 Series图坐标轴定标曲线描点按照上述操作反复进行图像放大、拖动、取点,状态栏的和用于显示当前坐标(注紊,这个坐标图像坐标,轴方向向下,后面坐标变换需要考虑),下图给出了描点完毕后的曲线,可以看出取点基本代表了曲线的全部信息。0.45E0400351 MHz0.3002530 MHZ.frequency> 100 MHzpr/。no0.1568101214161820REVERSE VOLTAGE (V)Figure 1. RF Capacitance vs Reversem[1Bias. hsMP-3810 Series图曲线描点数据处理及存储。按下按钮,描点后的曲线会显示在图像当中,按下按钮,程序自动进行坐标转换,得到所有描点的真实坐标,按卜按钮,使会生成一个文木,数据记录其和按钮下都有文本输入框,本别代表输入文本和存储文本的名称,不带后缀)。045"z55sd0.351M3002530 MHafrequency>100 MHz0.1502468101214161820REVERSE VOLTAGE (VFigure l. RF Capacitance vs Reversese4Bias. HsMP-3810 Series图拟合曲线效果记事本巴回囟文件〕编辑巴)格式迫!查看y1帮助)6,6ag15-92h432562gP-6811.18153B60-91488g2c-8912.15288c-E914.81Q68c-691.93177一Bg1571882c-6E-8Ube-出14.168y!:e-Uk1面=363211g-9g1py9py6-6817.99日969e-B914。394g55e-919.6696599e-B913.941218e-0911.119913-Bg3.E786699g-6511.36361243.779192-6811,5邵3777e十3.71813e-6117699899e+053.6164171e-6911_97了5775巴十B035小B725-6612-3111uB!g318286-B12.了7阳7P??5"24"9236P-R13.12096E5e+gs2502的9e-6613.526859e-E日31756187e-651391427562B9.1158646e-6814_287193.806E87ge-651h。47785F7eB98,38E17e-61↓816F877e+2.9877229e-6615.342g3B6e-Eg2.92049e-6615,6428g1eB9g2.B86ge6168697eBgg28616e-816652032cE9g78786ggc-691图数据记录文本数据后处理由于以上数据是于动选取的,故分布不够均匀,下面我们通过数据拟合,然后重新采样得到等间距的数据(可能大家会问,为什么两个功能不做在起呢?数据拟合是个比较味烦的事情,本组曲线采用多项式拟合即可,可对于更多的曲线采用指数函数、正弦函数等才能得到比较好的结果中的工具箱就包含了很多的拟合函数,为避免重复工作,仅绵写了这个小软件用来数据拟合再采样,其他的拟合就靠了)。运行代表多项式拟合的阶数(一般就够用了),代表重新釆样的数据个数,其他几个就不用解释了,默认输入文本为输出文本为,数据拟合结果如下图所示Xmax 23 ymax045fing图数据拟合再采样结果至此,数据提取过程完毕,可能操作上有些不便(毕竞只是小T具而已),但比起于动描点的速度和精度,可谓小巫见大巫。软件编写要点这两个小软件从构思到完成大概用了两大,功能的完成绝大部分归功」丰富的函数库和方便的,其中用到的主要函数上要有列衣如下,更详的介绍请参阅文档。表主要函数列表除了上述函数的掌握之外,还需要对的数据结构和函数响应有一定的理解,在此就不多讲了(多看相关例程就明白了)。编写程序之前,首先心中要有一个框架,做些什么,怎么做,顺序如何等。本软件的结构如下图所示:导入图像创建数据结构坐枟轴定标曲线描点坐标变換数据后处彐:拟合、重新采样、存储图程序沇程示意导入图像程序段:创建数据结构程序段坐标轴定标及坐标变换:数据后处理代码段附录3.1描点数据列表数据拟合结果3.3、重新采样数据列表

Rohde&Schwarz 频谱仪操作手册（英文） 1145.5850系列全英文，详细的操作方式，各类使用技巧R&S FSHContentsContentsSpecificationsSafety InstructionsCertificate of qualitEC-Certificate of conformitySupport Center AddressList of R&S RepresentativesPutting into OperationFront view1.1Putting into Operation1.2Unpacking the Instrument1.2Setting up the InstrumentSwitching on the Spectrum Analyzer1.4Spectrum Analyzer Connectors1.5Screen SettingsQCountry-Specific Settings1.10Setting the Date and TimeSetting the date.1.11Setting the time1.1Charging the Battery......1.12Selecting the Instrument Default Setup1.13External Reference /External Trigger Switchover1.14Controlling the rF Attenuator1.15Using a Preamplifier…1.15PIN Entr1.17Connecting Printers.1.19Setting the Baud rate for Remote Control1.21Enabling Options1.21Checking the Installed options1.221145.5973.12E-15ContentsR&S FSH2 Getting Started2.Measurements on cw signals2.1Level measurement2Setting the Reference Level量‘面2.2Frequency Measurements2.3Harmonic Measurements of a sinewave Signal面面2.4Power Measurements Using the Power Sensor2.5Power and return loss measurements with the r&s FsH-z14 or the r&s FSH-Z444427Two-Port Transmission measurements2.9Measurement of return loss2.11Performing Distance-To-Fault Measurements...2.14Operation in Receiver Mode2.20Measuring the carrier-to-Noise power ratio2.Determining the Reference2.26Sts…2.26Selecting the reference channel2.27Entering the channel bandwidth of the reference channel2.27Selecting the unit for the reference...2.27Manually entering the reference2.27Automatic level adjustment2.27Measuring the Noise Power and Calculating Carrier Power /Noise Power.........2.28Selecting the result display2.28Frequency setting of the noise channel..2.28Setting the noise channel measurement bandwidth2.29Setting the C/N channel bandwidth2.29Automatic level adjustment2.29Correcting the displayed average noise level2.30Hiding the result display2.30Saving and Recalling Settings and Test Results2.31Saving Measurement Results2.31Saving Calibration Data2.32Recalling measurement results2.33Printing Out Measurement Results……2.341145.5973.122E-15R&S FSHContents3 Operation3.Screen LayoutScreen layout for spectrum-mode measurements without markers3.1Screen layout when the marker mode is selected3.2Entering Measurement ParametersEntering values and texts3.3Entering units3.4Menu overview.3.5Frequency entryFrequency span...Level setting…3.5Bandwidth settingTrace setting3.6Measurement functions3.7Marke3.10Save and print menu3.12Instrument setup3.12Status display3.12Menus in the Receiver Mode(option R&S FSH-K3)3.13Menu for 3GPP BTS Code domain Power Measurement (Option R&S FSH-K4)3.16Menu for Vector Voltmeter(Option R&S FSH-K2)3.161145.5973.12E-15ContentsR&S FSH4 Instrument functions4Instrument Default Setup4.1Status Display..................4.1Setting the Frequency4.2Entering the center frequency..4.2Setting a frequency offset4.2Entering the center-frequency step size4.3Entering the start and stop frequency4.4Working with channel tablesSetting the Span1面4.6Setting the Amplitude Parameters4.7Setting the reference levelEntering the display range94.9Entering the display unit4.9Entering the reference offset4.10Entering the input impedance.…………4.10Setting the Bandwidths4.11Resolution bandwidth4.11Video bandwidth4.13Setting the Sweep4.14Sweep time.4.15Sweep mode.4.15Trigger4.16Trace Settings4.19Trace mode∴4.19Detector4.20Trace memory…4.22Trace mathematics4.23Using the Markers4.24Automatic marker positioning .......4.25Using more than one marker at a time(multimarker mode).........,4.27Marker functions4.30Measuring the noise power density4.30Measuring the frequency4.31Measuring the filter bandwidth or the signal bandwidth4.32aF demodulation4.331145.5973.12E-15R&S FSHContentsUsing the dis play line…….….….….….….….….….…..….….……….…..34Setting and Using the Measurement Functions4.35Measuring the channel power of continuously modulated signals………………4.35Selecting the standard4.36Setting the reference level4.38Setting the channel bandwidth4.38Changing the spaPower displaPower measurements on TDMA signals4.42Selecting a standard∴4.42Setting the measurement time4.44Optimizing the reference level ..4.44Power readout4.45Setting the trigger4.45Measuring the occupied bandwidth4.46Selecting a standard4.47Setting the reference level4.48Setting the channel bandwidth4.49Entering the power percent to determine the occupied bandwidth4.50Displaying thupied bandwidth4.50Changing the spai1145.5973.12E-15ContentsR&S FSHMeasuring the Carrier-to-Noise Ratio.......4.52Determining the reference4.53Setting the reference channel4.53Setting the reference channel bandwidth……4.53Setting the analyzer reference level for the reference channel measurement4.54Manual reference mode4.54Inserting the c/N referenceUnits of the c/n reference4.55StandardsUSER Standard4.56User-specific standards4.56Predefined user-specific standards4.59Predefined user-specific standard Digital TX4.59Predefined user-specific standard ANalog tv mode4.60Predefined user-specific standard ctx4.60Measuring the noise channel power and calculating the carrier power/noise power.4.62Frequency setting of the noise channel………4.63Setting the noise channel bandwidth4.64Setting the C/N ratio channel bandwidth4.64Setting the reference level during noise channel measurement.4.65Selecting the c/ N result display..…,…4.65C/N measurement result display4.66Changing the span4.66Correction of inherent noise power4.67Using the R&S FSH in receiver mode4.68Setting the frequencySetting the reference level,,,。.。4.71Setting the bandwidth4.72Setting the detector4.73Setting the measurement time4.73Measurement on multiple frequencies or channels(scan)4.74Measurements using the power sensor4.76Connecting the power sensor……4.76Zeroing the power sensor.4.78Selecting the unit for the power readout4.79Setting the averaging time.……4.80Taking additional loss or gain into account4.81Measuring forward and reflected power∴4.82Zeroing the power sensor4.84Setting the power measurement weighting4.85Selecting the unit for the power readout4.86Taking additional attenuation into account4.881145.5973.126E-15R&S FSHContentsTwo-port measurements with the tracking generator489Measuring the transmission of two-ports4.91Vector transmission measurement494Measuring the transmission magnitude........4.96Measuring the transmission phase4.96Measuring the electrical length when measuring transmission面B国4.99Measuring the group delay when measuring transmission4.100Transmission measurement using the connected VSWR Bridge R&S FSH-Z3.. 4.102Sppectrum measurements with the VsWR Bridge R&s FSH-Z3 or R&S FSH-Z2connectedSetting for detecting the R&S FSH-Z3 in the transm. and spectr. measurement .. 4.104Supplying DC voltage to active DUTs4.105Reflection measurements4.105Scalar measurement of reflection4.106Vector measurement of reflection4.108Measuring the reflection magnitude4.111Measuring the reflection phase.……4.111Measuring the electrical length when measuring reflection4.112Displaying the reflection in the Smith chart4.113Measuring the group delay when measuring reflection4.118Selecting the calibration standards4.120Spectrum measurements with the vswr Bridge r&s FSH-Z3 or R&S FSH-z2connected4.121Settings for detection of the R&SFSH-z2andR&SFSH-Z3………4.122One-Port measurement of cable loss4.123Vector voltmeter.4.124Reflection measurements(S11)4.125Measuring transmission coefficients(S21)4.128Cable measurements4.134Cable selection∴4.135Selecting the frequency range…4.138Calibrating the test setupa.::::::.“14.139Locating cable faults by means of the marker function4.142Measuring spectrum and reflection4.145Further information∴4.146Setting the span4.146Selecting the center frequency.........∴4.147Measurement4.148Length measurement accuracy4.148Using limit Lines∴4.149Measurements with limit lines国面面4.151Definition range of limit lines4.152Data sets containing limit lines...4.1521145.5973.127ContentsR&S FSHMeasuring with Transducer Factors.4.153Unit for measurements with transducers4.156Reference level settings for measurements with transducers4.156Frequency range of transducer………4.156Data sets containing transducer factors4.156Field-Strength Measurement with Isotropic Antenna∴4.157Connecting the antenna to the R&S FSH4.157Measurement of the resultant field strength in a transm. channel with large bandwidth .......4.159Code Domain Power Measurement on 3GPP FDD Signals.4.166Saving and Loading Instrument Settings and Measurement Results4.173Saving results4.174Entering a data set name4.175Loading measurement results.4.175Deleting saved data sets4.176Deleting all data sets4.177Printing out Measurement Results4.178Measurements4.179How a spectrum analyzer operates…4.1791145.5973.12E-15

社区卫生信息管理系统的设计与实现针对我国现有的社区卫生工作起步比较晚和人员技术水平比较低，以及办公条件较差等问题，本文选择基于J2EE的社区卫生管理系统的设计与实现为研究课题，分析和研究了社区卫生信息管理工作的实际需求，设计并实现了社区卫生信息管理系统。本文整合SSH (Struts + Hibernate)架构技术、采用MVC设计模式、使用MySQL作为后台数据库、以J2EE为开发平台设计并实现了本系统。采用SSH架构和MVC模式，使系统具有更好的安全性和可扩展性。使用MySQL作为后台数据库，以保证存放大量的数据。该系统主要实现了登陆/注册、家庭健康档案管理、健康教育宣传与公告、医生

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