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These tasks and apps then generate the MATLAB code needed to programmatically reproduce the work you did interactively.Use a prebuilt family of functions for identifying and cleaning sensor drift, ** outliers, missing data, and noise.
![matlab注释](//l.b2b168.com/2021/04/28/16/202104281639133949124.jpg)
With MATLAB® and related data analysis products you perform analyses and gain insight into your data in a fraction of the time required with spreadsheets or traditional programming languages such as C, C++, or Visual Basic.
These products combine a powerful numeric engine and programming environment with interactive tools for statistical analysis, image processing, ** processing, and other domains. You can:
Access data from files, spreadsheets, databases, test equipment, data acquisition hardware, other software, or the Web
Explore your data to identify trends, test hypotheses, and estimate uncertainty
Create customized algorithms, visualizations, and models and publish customized reports
Share your analysis tools as MATLAB code or as standalone desktop or Web applications
![matlab注释](//l.b2b168.com/2021/04/28/16/202104281639109822484.jpg)
Easily Scale Up Your Analysis
Use parfor loops and multiprocessor hardware to accelerate parallel analysis with almost no code changes. Create gpuarrays to take advantage of GPU acceleration for appropriate algorithms.
![matlab注释](//l.b2b168.com/2021/04/28/16/202104281638479237294.jpg)
硬件原型设计和实现
系统架构师和硬件可在每个任务中使用和共享相同的 Simulink 模型。这些硬件模型可自动生成可读、可综合的 HDL 代码 用于FPGA、SoC和ASIC实现。系统架构师可以使用常用的 FPGA 和软件定义无线电套件构建原型,硬件则可以将这些模型重新用于生产部署。
HDL 优化的 LTE IP 模块和经验证的参考应用程序可帮您提高 LTE 系统的性能并缩短开发时间。
测试和验证
MATLAB 和 Simulink 可在硬件实现之前自动执行测试,以验证你的设计功能。
将经验证的模型作为测试平台来验证硬件原型和生产实现。您可以使用一系列 SDR 硬件和射频仪器来测试设计;自动生成用于 ASIC 验证的 SystemVerilog 模型;并有效分析来自仿真、实验室测试和现场试验的大型数据集。
Signal processing is essential for a wide range of applications, from data science to real-time embedded systems. MATLAB® and Simulink® products make it easy to use ** processing techniques to explore and analyze time-series data, and they provide a unified workflow for the development of embedded systems and streaming applications.
With MATLAB and Simulink ** processing products, you can:
Acquire, measure, and analyze **s from many sources.
Design streaming algorithms for audio, smart sensor, instrumentation, and IoT devices.
Prototype, test, and implement DSP algorithms on PCs, embedded processors, SoCs, and FPGAs.
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