MATLAB S-Function入门与实现教程

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MATLAB的S-Function编写指导是一份深入讲解如何在MATLAB Simulink环境中创建、使用和定制自定义函数模块的教程。S-Functions是Simulink中一种强大的工具,允许用户扩展其功能,实现复杂系统建模和仿真。以下是一些关键知识点的详细说明: 1. **S-Function概述**: S-Function是一种特殊的函数模块,它允许用户将C/C++代码嵌入到Simulink模型中。这种功能使开发者能够利用MATLAB的高级算法和数据处理能力,同时保持系统的性能优势。 2. **S-Function的使用场景**: - 在模型中使用:S-Functions通常用于处理复杂的数学运算、控制算法或与外部硬件接口,提高模拟的准确性和效率。 - 参数传递:通过MEX(MATLAB External Interface)文件,S-Functions可以接受和返回数值参数,实现输入输出的交互。 3. **工作原理**: - Simulink块的数学关系:S-Function作为模型中的一个组件,其内部的C/C++代码与Simulink中的信号流进行并行计算。 - 仿真过程:S-Function在每个仿真时间步中被调用,根据输入信号执行相应的操作,并可能产生新的输出信号。 4. **回调程序**: - S-Function回调程序定义了函数的执行逻辑,包括初始化、连续仿真、离散更新等不同阶段的行为。 5. **S-Function的实现方式**: - M-File S-Function:使用MATLAB脚本编写,适用于简单的函数和原型开发。 - MEX File S-Function:使用C/C++编译后生成的可执行文件,提供更高效和底层控制。 6. **示例与编程指南**: - 提供了多种编程语言的范例,如M文件(MATLAB)、CS-Function(C语言)、Fortran和C++,以及MS-Function(MEX编译后的S-Function)的实现步骤。 - 通过实例演示如何定义S-Function的参数、输出、块特性,以及如何处理输入参数和设置采样时间等细节。 7. **C语言S-Function**: - C语言是常用的S-Function编写语言,因为它提供了高效的性能。CMEXS-Function的创建、自动生成以及S-FunctionBuilder工具的使用,都涉及到设置include路径、配置对话框选项等关键步骤。 总结来说,这份指南为MATLAB新手和有经验的开发者提供了丰富的S-Function开发资源,无论是从概念理解、编程实践还是实际应用案例,都有详尽的指导,帮助用户构建和优化他们的Simulink模型。通过学习和实践这些内容,用户可以灵活地扩展Simulink的能力,更好地模拟和分析复杂的系统行为。
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S-FUNCTION 概述 .................................................................................................................................... 1 什么是 S-FUNCTION................................................................................................................................ 2 在模型中使用 S-FUNCTION.................................................................................................................... 3 向 S-Function 传递参数..................................................................................................................... 3 何时使用 S-Function.......................................................................................................................... 4 S-FUNCTION 的工作原理........................................................................................................................ 5 Simulink 块的数学关系...................................................................................................................... 5 仿真过程.............................................................................................................................................. 5 S-Function 回调程序.......................................................................................................................... 6 S-FUNCTION 的实现................................................................................................................................ 8 M-文件的 S-Function......................................................................................................................... 8 MEX 文件的 S-function ..................................................................................................................... 8 MEX 文件与 M-文件的 S-function 比较........................................................................................... 9 S-FUNCTION 的概念.............................................................................................................................. 10 直接馈通............................................................................................................................................ 10 动态维矩阵........................................................................................................................................ 10 设置采样时间和偏移量.....................................................................................................................11 S-FUNCTION 范例.................................................................................................................................. 14 M 文件 S-function 范例.................................................................................................................... 15 C S-Function 范例............................................................................................................................ 16 Fortran S-Function 范例.................................................................................................................. 18 C++ S-Function 范例....................................................................................................................... 18 Ada S-Function 范例 ....................................................................................................................... 18 编写 M S-FUNCTION.............................................................................................................................. 19 概述........................................................................................................................................................ 20 S-Function 参数................................................................................................................................ 20 S-Function 的输出............................................................................................................................ 20 定义 S-FUNCTION 块特性..................................................................................................................... 22 处理 S-FUNCTION 参数......................................................................................................................... 22 M 文件的 S-FUNCTION 范例................................................................................................................. 23 范例 1—— 简单的 M 文件 S-Function ........................................................................................... 23 范例 2—— 连续状态 S-Function .................................................................................................... 25 范例 3—— 离散状态 S-Function .................................................................................................... 27 范例 4—— 混合系统 S-Function .................................................................................................... 28 范例 5—— 变步长 S-Function ........................................................................................................ 31 使用 C 语言编写 S-FUNCTION ............................................................................................................. 33 概述........................................................................................................................................................ 34 创建 C MEX S-Function.................................................................................................................. 35 自动生成 S-FUNCTION.......................................................................................................................... 36 配置生成的 S-Function.................................................................................................................... 37 S-Function Builder 如何生成 S-Function...................................................................................... 37 设置 include 路径 ............................................................................................................................. 37 S-FUNCTION BUILDER 的对话窗........................................................................................................... 39 Initialization 选卡.............................................................................................................................. 39 Data Properties 选卡 ....................................................................................................................... 40 Libraries 选卡.................................................................................................................................... 42 Outputs 选卡..................................................................................................................................... 43 Continuous Derivatives 选卡.......................................................................................................... 45 Discrete Update 选卡 ...................................................................................................................... 46 Build Info 选卡 .................................................................................................................................. 47 一个基本的 C MEX S-FUNCTION 范例 ............................................................................................... 48 定义与包含........................................................................................................................................ 49 回调函数的实现................................................................................................................................ 50 Simulink/Real-Time Workshop 接口 ............................................................................................. 51 Building Timestwo 范例................................................................................................................... 51 C S-FUNCTION 模板.............................................................................................................................. 52 S-Function 源文件必需的内容........................................................................................................ 52 SimStruct........................................................................................................................................... 53 编译 C S-Function............................................................................................................................ 53 SIMULINK 如何与 C S-FUNCTION 相互作用 ........................................................................................ 54 进程层面............................................................................................................................................ 54 数据层面............................................................................................................................................ 56 编写回调函数........................................................................................................................................ 59 将 LEVEL 1 C MEX S-FUNCTION 转换到 LEVEL 2 .............................................................................. 60 创建 C++ S-FUNCTION.......................................................................................................................... 63 创建 ADA S-FUNCTION......................................................................................................................... 64 创建 FORTRAN S-FUNCTION.............................................................................................................. 65 实现块特性................................................................................................................................................ 67 对话框参数............................................................................................................................................ 68 可调参数............................................................................................................................................ 68 运行参数................................................................................................................................................ 70 创建运行参数.................................................................................................................................... 70 更新运行参数.................................................................................................................................... 71 创建输入和输出端口............................................................................................................................ 72 创建输入端口.................................................................................................................................... 72 创建输出端口.................................................................................................................................... 73 输入的标量扩展................................................................................................................................ 74 掩码多端口 S-Function.................................................................................................................... 75 自定义数据类型.................................................................................................................................... 76 采样时间................................................................................................................................................ 77 基于块的采样时间............................................................................................................................ 77 指定基于端口的采样时间................................................................................................................ 79 基于块与基于端口的混合采样时间 ................................................................................................ 81 多速率 S-Function 块....................................................................................................................... 82 多速率 S-Function 块的同步........................................................................................................... 83 工作向量................................................................................................................................................ 84 工作向量与过零检测........................................................................................................................ 85 包括指针工作向量的范例................................................................................................................ 85 内存分配............................................................................................................................................ 86 FUNCTION-CALL 子系统........................................................................................................................ 87 错误处理................................................................................................................................................ 89 防超程代码........................................................................................................................................ 89 SsSetErrorStatus 的终止条件 ........................................................................................................ 90 数组边界检查.................................................................................................................................... 90 S-FUNCTION 范例.................................................................................................................................. 91 连续状态的 S-Function 范例........................................................................................................... 92 离散状态的 S-Function 范例........................................................................................................... 93 混合系统的 S-Function 范例........................................................................................................... 93 变步长的 S-Function 范例............................................................................................................... 94 过零检测的 S-Function 范例........................................................................................................... 94 时变连续传递函数的 S-Function 范例........................................................................................... 94