文章目录

前言

Target Language Compiler（TLC）

C MEX S-Function模块

编写TLC文件

生成代码

Tips

分析和应用

总结

前言

见《开箱报告，Simulink Toolbox库模块使用指南（一）——powergui模块》

见《开箱报告，Simulink Toolbox库模块使用指南（二）——MATLAB Fuction模块》

见《开箱报告，Simulink Toolbox库模块使用指南（三）——Simscape 电路仿真模块》

见《开箱报告，Simulink Toolbox库模块使用指南（四）——S-Fuction模块》

见《开箱报告，Simulink Toolbox库模块使用指南（五）——S-Fuction模块(C MEX S-Function)》

Target Language Compiler（TLC）

目标语言编译器（Target Language Compiler）代码生成器的重要组成部分。Mathworks官方Help对该部分内容的说明如下所示。

在使用Simulink自动生成代码时，Library中自带的模块可以顺利的生成代码，但是如果用户在Model中用到了自己开发的C MEX S-Function模块，Simulink就不知道这个模块如何生成代码了。TLC文件的作用就是，告诉Simulink自己想把C MEX S-Function模块生成一些什么样的代码，以及如何与Model中的其他内容互联融合。TLC及模型代码的生成过程如下图所示：

本文继续以DFT算法为例，介绍如何编写一个TLC文件，将C MEX S-Function模块生成代码。

C MEX S-Function模块

DFT算法的原理讲解和C MEX S-Function模块的开发在上一篇文章中已经完成了，见《开箱报告，Simulink Toolbox库模块使用指南（五）——S-Fuction模块(C MEX S-Function)》。到这里仅仅是在Simulink中仿真时可以使用这样一个算法模块，本文是要把他生成C代码。由于算法中涉及了4个状态变量，对应到C语言中就要定义一组全局变量，这在TLC文件中实现会稍微麻烦一些。为了简化该过程，让大家更好地理解TLC，笔者对原有的C MEX S-Function模块进行了一些调整，将全局变量的定义放到了模块外面。如下图所示：

DFT_CMexSfunc.c中对应代码的调整如下：

//增加一个输入端口
if (!ssSetNumInputPorts(S, 2)) return;
ssSetInputPortWidth(S, 0, 1);
ssSetInputPortWidth(S, 1, 4); //新增的输入端口有4个信号

//增加一个输出端口
if (!ssSetNumOutputPorts(S, 2)) return; 
ssSetOutputPortWidth(S, 0, 1);
ssSetOutputPortWidth(S, 1, 4); //新增的输处端口有4个信号

DFT_CMexSfunc.c调整后需要用mex命令重新编译，如下图所示：

编写TLC文件

在Model的Workspace文件夹下，新建一个DFT_CMexSfunc.tlc文件，编写tlc代码。写好后的完整内容如下，各部分代码的解释，以注释形式标注在对应位置。

%implements "DFT_CMexSfunc" "C"//与C MEX S-Function模块相对应
 
%% Function: Outputs
%function Outputs(block, system) Output//定义一个输出函数
 
%assign u = LibBlockInputSignal(0,"","",0)//获取输入信号
%assign u_count = LibBlockInputSignal(1,"","",0)
%assign u_t = LibBlockInputSignal(1,"","",1)
%assign u_cos_integ = LibBlockInputSignal(1,"","",2)
%assign u_sin_integ = LibBlockInputSignal(1,"","",3)
 
%assign y = LibBlockOutputSignal(0,"","",0) //获取输出信号
%assign y_count = LibBlockOutputSignal(1,"","",0)
%assign y_t = LibBlockOutputSignal(1,"","",1)
%assign y_cos_integ = LibBlockOutputSignal(1,"","",2)
%assign y_sin_integ = LibBlockOutputSignal(1,"","",3)

/%下面是要为C MEX S-Function模块生成的代码%/
if(%<u_count> < 5e3)//为了降低TLC复杂度，将常量L的值5e3直接写出来
{  
    %<y_cos_integ> = %<u_cos_integ> + %<u>*cos(2*3.14 * 50*%<u_t>);//将常量Freq的值50直接写出来
    %<y_sin_integ> = %<u_sin_integ> + %<u>*sin(2*3.14 * 50*%<u_t>);
    
    %<y_t> = %<u_t> + 1/10e3; //将常量Fs的值10e3直接写出来
    %<y_count> = %<u_count> + 1;
}
else if(%<u_count> == 5e3)
{
    %<y> = sqrt((%<u_cos_integ>/L*2)^2 + (%<u_sin_integ>/L*2)^2); //将过程变量real和imag用对应公式直接写出来
    %<y_count> = %<u_count> + 1;//避免无效运行消耗资源
}
else
{}
 
%endfunction//结束函数定义

DFT_CMexSfunc.tlc文件保存在对应的路径下即可，不需要做额外的编译操作。

生成代码

C MEX S-Function模块调整后对应的完整模型如下：

点击代码生成按钮，可以看到如下过程提示：

点击打开报告按钮，可以看到如下生成报告：

点击左侧的sfucdemo.c超链接，可以看到如下生成的代码，其中30行到140行是该模型主要功能的代码，40行到53行是与我们C MEX S-Function模块直接相关的代码。

File: sfucdemo.c
1	/*
2	 * sfucdemo.c
3	 *
4	 * Code generation for model "sfucdemo".
5	 *
6	 * Model version              : 1.45
7	 * Simulink Coder version : 9.4 (R2020b) 29-Jul-2020
8	 * C source code generated on : Sun Sep 10 14:44:22 2023
9	 *
10	 * Target selection: grt.tlc
11	 * Note: GRT includes extra infrastructure and instrumentation for prototyping
12	 * Embedded hardware selection: Intel->x86-64 (Windows64)
13	 * Code generation objectives: Unspecified
14	 * Validation result: Not run
15	 */
16	
17	#include "sfucdemo.h"
18	#include "sfucdemo_private.h"
19	
20	/* Block signals (default storage) */
21	B_sfucdemo_T sfucdemo_B;
22	
23	/* Block states (default storage) */
24	DW_sfucdemo_T sfucdemo_DW;
25	
26	/* Real-time model */
27	static RT_MODEL_sfucdemo_T sfucdemo_M_;
28	RT_MODEL_sfucdemo_T *const sfucdemo_M = &sfucdemo_M_;
29	
30	/* Model step function */
31	void sfucdemo_step(void)
32	{
33	  /* Selector: '<Root>/Selector2' incorporates:
34	   *  Constant: '<Root>/Constant2'
35	   *  UnitDelay: '<S1>/Output'
36	   */
37	  sfucdemo_B.Selector2 =
38	    sfucdemo_ConstP.Constant2_Value[sfucdemo_DW.Output_DSTATE];
39	
40	  /* S-Function (DFT_CMexSfunc): '<Root>/S-Function3' */
41	  if (sfucdemo_B.Memory[0] < 5e3) {
42	    sfucdemo_B.SFunction3_o2[2] = sfucdemo_B.Memory[2] + sfucdemo_B.Selector2*
43	      cos(2*3.14 * 50*sfucdemo_B.Memory[1]);
44	    sfucdemo_B.SFunction3_o2[3] = sfucdemo_B.Memory[3] + sfucdemo_B.Selector2*
45	      sin(2*3.14 * 50*sfucdemo_B.Memory[1]);
46	    sfucdemo_B.SFunction3_o2[1] = sfucdemo_B.Memory[1] + 1/10e3;
47	    sfucdemo_B.SFunction3_o2[0] = sfucdemo_B.Memory[0] + 1;
48	  } else if (sfucdemo_B.Memory[0] == 5e3) {
49	    sfucdemo_B.SFunction3_o1 = sqrt((sfucdemo_B.Memory[2]/L*2)^2 +
50	      (sfucdemo_B.Memory[3]/L*2)^2);
51	    sfucdemo_B.SFunction3_o2[0] = sfucdemo_B.Memory[0] + 1;
52	  } else {
53	  }
54	
55	  /* Selector: '<Root>/Selector3' incorporates:
56	   *  Constant: '<Root>/Constant3'
57	   *  UnitDelay: '<S1>/Output'
58	   */
59	  sfucdemo_B.Selector3 =
60	    sfucdemo_ConstP.Constant3_Value[sfucdemo_DW.Output_DSTATE];
61	
62	  /* S-Function (DFT_CMexSfunc): '<Root>/S-Function4' */
63	  if (sfucdemo_B.Memory1[0] < 5e3) {
64	    sfucdemo_B.SFunction4_o2[2] = sfucdemo_B.Memory1[2] + sfucdemo_B.Selector3*
65	      cos(2*3.14 * 50*sfucdemo_B.Memory1[1]);
66	    sfucdemo_B.SFunction4_o2[3] = sfucdemo_B.Memory1[3] + sfucdemo_B.Selector3*
67	      sin(2*3.14 * 50*sfucdemo_B.Memory1[1]);
68	    sfucdemo_B.SFunction4_o2[1] = sfucdemo_B.Memory1[1] + 1/10e3;
69	    sfucdemo_B.SFunction4_o2[0] = sfucdemo_B.Memory1[0] + 1;
70	  } else if (sfucdemo_B.Memory1[0] == 5e3) {
71	    sfucdemo_B.SFunction4_o1 = sqrt((sfucdemo_B.Memory1[2]/L*2)^2 +
72	      (sfucdemo_B.Memory1[3]/L*2)^2);
73	    sfucdemo_B.SFunction4_o2[0] = sfucdemo_B.Memory1[0] + 1;
74	  } else {
75	  }
76	
77	  /* Switch: '<S3>/FixPt Switch' incorporates:
78	   *  Constant: '<S2>/FixPt Constant'
79	   *  Sum: '<S2>/FixPt Sum1'
80	   *  UnitDelay: '<S1>/Output'
81	   */
82	  if ((uint16_T)(sfucdemo_DW.Output_DSTATE + 1U) > 4999) {
83	    /* Update for UnitDelay: '<S1>/Output' incorporates:
84	     *  Constant: '<S3>/Constant'
85	     */
86	    sfucdemo_DW.Output_DSTATE = 0U;
87	  } else {
88	    /* Update for UnitDelay: '<S1>/Output' */
89	    sfucdemo_DW.Output_DSTATE++;
90	  }
91	
92	  /* End of Switch: '<S3>/FixPt Switch' */
93	
94	  /* Memory: '<Root>/Memory' */
95	  sfucdemo_B.Memory[0] = sfucdemo_DW.Memory_PreviousInput[0];
96	
97	  /* Memory: '<Root>/Memory1' */
98	  sfucdemo_B.Memory1[0] = sfucdemo_DW.Memory1_PreviousInput[0];
99	
100	  /* Update for Memory: '<Root>/Memory' */
101	  sfucdemo_DW.Memory_PreviousInput[0] = sfucdemo_B.SFunction3_o2[0];
102	
103	  /* Update for Memory: '<Root>/Memory1' */
104	  sfucdemo_DW.Memory1_PreviousInput[0] = sfucdemo_B.SFunction4_o2[0];
105	
106	  /* Memory: '<Root>/Memory' */
107	  sfucdemo_B.Memory[1] = sfucdemo_DW.Memory_PreviousInput[1];
108	
109	  /* Memory: '<Root>/Memory1' */
110	  sfucdemo_B.Memory1[1] = sfucdemo_DW.Memory1_PreviousInput[1];
111	
112	  /* Update for Memory: '<Root>/Memory' */
113	  sfucdemo_DW.Memory_PreviousInput[1] = sfucdemo_B.SFunction3_o2[1];
114	
115	  /* Update for Memory: '<Root>/Memory1' */
116	  sfucdemo_DW.Memory1_PreviousInput[1] = sfucdemo_B.SFunction4_o2[1];
117	
118	  /* Memory: '<Root>/Memory' */
119	  sfucdemo_B.Memory[2] = sfucdemo_DW.Memory_PreviousInput[2];
120	
121	  /* Memory: '<Root>/Memory1' */
122	  sfucdemo_B.Memory1[2] = sfucdemo_DW.Memory1_PreviousInput[2];
123	
124	  /* Update for Memory: '<Root>/Memory' */
125	  sfucdemo_DW.Memory_PreviousInput[2] = sfucdemo_B.SFunction3_o2[2];
126	
127	  /* Update for Memory: '<Root>/Memory1' */
128	  sfucdemo_DW.Memory1_PreviousInput[2] = sfucdemo_B.SFunction4_o2[2];
129	
130	  /* Memory: '<Root>/Memory' */
131	  sfucdemo_B.Memory[3] = sfucdemo_DW.Memory_PreviousInput[3];
132	
133	  /* Memory: '<Root>/Memory1' */
134	  sfucdemo_B.Memory1[3] = sfucdemo_DW.Memory1_PreviousInput[3];
135	
136	  /* Update for Memory: '<Root>/Memory' */
137	  sfucdemo_DW.Memory_PreviousInput[3] = sfucdemo_B.SFunction3_o2[3];
138	
139	  /* Update for Memory: '<Root>/Memory1' */
140	  sfucdemo_DW.Memory1_PreviousInput[3] = sfucdemo_B.SFunction4_o2[3];
141	
142	  /* Matfile logging */
143	  rt_UpdateTXYLogVars(sfucdemo_M->rtwLogInfo, (&sfucdemo_M->Timing.taskTime0));
144	
145	  /* signal main to stop simulation */
146	  {                                    /* Sample time: [0.001s, 0.0s] */
147	    if ((rtmGetTFinal(sfucdemo_M)!=-1) &&
148	        !((rtmGetTFinal(sfucdemo_M)-sfucdemo_M->Timing.taskTime0) >
149	          sfucdemo_M->Timing.taskTime0 * (DBL_EPSILON))) {
150	      rtmSetErrorStatus(sfucdemo_M, "Simulation finished");
151	    }
152	  }
153	
154	  /* Update absolute time for base rate */
155	  /* The "clockTick0" counts the number of times the code of this task has
156	   * been executed. The absolute time is the multiplication of "clockTick0"
157	   * and "Timing.stepSize0". Size of "clockTick0" ensures timer will not
158	   * overflow during the application lifespan selected.
159	   * Timer of this task consists of two 32 bit unsigned integers.
160	   * The two integers represent the low bits Timing.clockTick0 and the high bits
161	   * Timing.clockTickH0. When the low bit overflows to 0, the high bits increment.
162	   */
163	  if (!(++sfucdemo_M->Timing.clockTick0)) {
164	    ++sfucdemo_M->Timing.clockTickH0;
165	  }
166	
167	  sfucdemo_M->Timing.taskTime0 = sfucdemo_M->Timing.clockTick0 *
168	    sfucdemo_M->Timing.stepSize0 + sfucdemo_M->Timing.clockTickH0 *
169	    sfucdemo_M->Timing.stepSize0 * 4294967296.0;
170	}
171	
172	/* Model initialize function */
173	void sfucdemo_initialize(void)
174	{
175	  /* Registration code */
176	
177	  /* initialize non-finites */
178	  rt_InitInfAndNaN(sizeof(real_T));
179	
180	  /* initialize real-time model */
181	  (void) memset((void *)sfucdemo_M, 0,
182	                sizeof(RT_MODEL_sfucdemo_T));
183	  rtmSetTFinal(sfucdemo_M, 10.0);
184	  sfucdemo_M->Timing.stepSize0 = 0.001;
185	
186	  /* Setup for data logging */
187	  {
188	    static RTWLogInfo rt_DataLoggingInfo;
189	    rt_DataLoggingInfo.loggingInterval = NULL;
190	    sfucdemo_M->rtwLogInfo = &rt_DataLoggingInfo;
191	  }
192	
193	  /* Setup for data logging */
194	  {
195	    rtliSetLogXSignalInfo(sfucdemo_M->rtwLogInfo, (NULL));
196	    rtliSetLogXSignalPtrs(sfucdemo_M->rtwLogInfo, (NULL));
197	    rtliSetLogT(sfucdemo_M->rtwLogInfo, "tout");
198	    rtliSetLogX(sfucdemo_M->rtwLogInfo, "");
199	    rtliSetLogXFinal(sfucdemo_M->rtwLogInfo, "");
200	    rtliSetLogVarNameModifier(sfucdemo_M->rtwLogInfo, "rt_");
201	    rtliSetLogFormat(sfucdemo_M->rtwLogInfo, 0);
202	    rtliSetLogMaxRows(sfucdemo_M->rtwLogInfo, 0);
203	    rtliSetLogDecimation(sfucdemo_M->rtwLogInfo, 1);
204	    rtliSetLogY(sfucdemo_M->rtwLogInfo, "");
205	    rtliSetLogYSignalInfo(sfucdemo_M->rtwLogInfo, (NULL));
206	    rtliSetLogYSignalPtrs(sfucdemo_M->rtwLogInfo, (NULL));
207	  }
208	
209	  /* block I/O */
210	  (void) memset(((void *) &sfucdemo_B), 0,
211	                sizeof(B_sfucdemo_T));
212	
213	  /* states (dwork) */
214	  (void) memset((void *)&sfucdemo_DW, 0,
215	                sizeof(DW_sfucdemo_T));
216	
217	  /* Matfile logging */
218	  rt_StartDataLoggingWithStartTime(sfucdemo_M->rtwLogInfo, 0.0, rtmGetTFinal
219	    (sfucdemo_M), sfucdemo_M->Timing.stepSize0, (&rtmGetErrorStatus(sfucdemo_M)));
220	
221	  /* InitializeConditions for UnitDelay: '<S1>/Output' */
222	  sfucdemo_DW.Output_DSTATE = 0U;
223	
224	  /* InitializeConditions for Memory: '<Root>/Memory' */
225	  sfucdemo_DW.Memory_PreviousInput[0] = 0.0;
226	
227	  /* InitializeConditions for Memory: '<Root>/Memory1' */
228	  sfucdemo_DW.Memory1_PreviousInput[0] = 0.0;
229	
230	  /* InitializeConditions for Memory: '<Root>/Memory' */
231	  sfucdemo_DW.Memory_PreviousInput[1] = 0.0;
232	
233	  /* InitializeConditions for Memory: '<Root>/Memory1' */
234	  sfucdemo_DW.Memory1_PreviousInput[1] = 0.0;
235	
236	  /* InitializeConditions for Memory: '<Root>/Memory' */
237	  sfucdemo_DW.Memory_PreviousInput[2] = 0.0;
238	
239	  /* InitializeConditions for Memory: '<Root>/Memory1' */
240	  sfucdemo_DW.Memory1_PreviousInput[2] = 0.0;
241	
242	  /* InitializeConditions for Memory: '<Root>/Memory' */
243	  sfucdemo_DW.Memory_PreviousInput[3] = 0.0;
244	
245	  /* InitializeConditions for Memory: '<Root>/Memory1' */
246	  sfucdemo_DW.Memory1_PreviousInput[3] = 0.0;
247	}
248	
249	/* Model terminate function */
250	void sfucdemo_terminate(void)
251	{
252	  /* (no terminate code required) */
253	}
254

人工检查上述自动生成的C代码，可以实现该Simulink模型设计的功能。

至此，可以证明该TLC文件可以较好地生成C MEX S-Fuction模块的自动代码。

Tips

TLC的特殊性在于，它本身是一种编程语言，具有文本类编程语言的大部分特点，同时它要实现的功能又是控制C或C++另一种文本语言代码的生成，所以TLC的开发必须熟练掌握它特有的语法结构，常见的一些基础语法如下。

1、%，TLC指令开始的标志符。

2、%implements，一个模块的TLC文件要执行的第一条指令，不可省略。

3、%function，声明一个函数，要配合%endfunction使用。

4、%assign，创建变量。

5、函数LibBlockInputSignal(portIdx, "","",sigIdx)，返回模块的输入信号，portIdx和sigIdx都从0开始计数。

6、函数LibBlockOutputSignal(portIdx, "","",sigIdx)，返回模块的输出信号。

7、函数LibBlockParameterValue(param, elIdx)，返回模块的参数值。

8、<>，TLC表达式的开始和结束。

9、%%和/% %/，注释。

分析和应用

本文上述内容中看到，TLC实现了C MEX S-Fuction模块的代码生成，但是进一步仔细研究发现，Library中自带的模块的代码生成也是由TLC实现的，甚至生成代码的总体结构也是由TLC实现的，这些模块的TLC文件就存放在Matlab的系统路径ProgramFiles\Matlab2020b\rtw\c\tlc下。

所以说Simulink的自动代码生成过程，并不是完全固定死的，当我们有特定需求时，可以通过调整TLC文件的内容来实现的。这样就给了代码开发工程师们在代码生成方面的灵活度和自由度，为Simulink的自动代码生成提供了无限可能。