Video processing model can't be compiled by real-time windows target

Question

Jan Kappen on 23 May 2013

0

Answered: Omar Crypps on 3 Jan 2017

Hello guys,

I've got a strange problem here. What I try to do is creating code for the real-time windows target from a model that use the "from video device" block (which is able to generate code, see http://www.mathworks.de/de/help/imaq/fromvideodevice.html), the "blob analysis" and the "optical flow" blocks.

The compiler error is:

...

### Processing Template Makefile: C:\Program Files\MATLAB\R2012b\toolbox\rtw\targets\rtwin\rtwin\rtwin.tmf
### Creating untitled2.mk from C:\Program Files\MATLAB\R2012b\toolbox\rtw\targets\rtwin\rtwin\rtwin.tmf
### Building untitled2: .\untitled2.bat
R:\MATLAB\untitled2_rtwin_win64>set MATLAB=C:\Program Files\MATLAB\R2012b  
R:\MATLAB\untitled2_rtwin_win64>"C:\PROGRA~1\MATLAB\R2012b\bin\win64\gmake" -f untitled2.mk  GENERATE_REPORT=0 EXTMODE_STATIC_ALLOC=0 EXTMODE_STATIC_ALLOC_SIZE=1000000 TMW_EXTMODE_TESTING=0  
### Compiling untitled2.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "untitled2.obj" "untitled2.c" 
### Compiling C:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/src/HostLib_rtw.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "HostLib_rtw.obj" "C:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/src/HostLib_rtw.c" 
### Compiling C:/PROGRA~1/MATLAB/R2012b/toolbox/vision/extern/vipopticalflow/opticalflow_hs_z_rt.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "opticalflow_hs_z_rt.obj" "C:/PROGRA~1/MATLAB/R2012b/toolbox/vision/extern/vipopticalflow/opticalflow_hs_z_rt.c" 
### Compiling rtGetInf.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "rtGetInf.obj" "rtGetInf.c" 
### Compiling rtGetNaN.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "rtGetNaN.obj" "rtGetNaN.c" 
### Compiling rt_nonfinite.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "rt_nonfinite.obj" "rt_nonfinite.c" 
### Compiling C:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include/simaqcodegen.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "simaqcodegen.obj" "C:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include/simaqcodegen.c" 
### Compiling C:/PROGRA~1/MATLAB/R2012b/toolbox/vision/extern/vipopticalflow/sobelderivative_hs_d_rt.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "sobelderivative_hs_d_rt.obj" "C:/PROGRA~1/MATLAB/R2012b/toolbox/vision/extern/vipopticalflow/sobelderivative_hs_d_rt.c" 
### Compiling untitled2_data.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "untitled2_data.obj" "untitled2_data.c" 
### Compiling C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src/rtwin_main.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "rtwin_main.obj" "C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src/rtwin_main.c" 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src/rtwin_main.c:119:9: warning: 'EXTERN_C' macro redefined
#define EXTERN_C
        ^
C:\Program Files\Microsoft SDKs\Windows\v7.1\\include\winnt.h:549:13: note: previous definition is here
    #define EXTERN_C    extern
            ^
1 warning generated.
### Compiling C:/PROGRA~1/MATLAB/R2012b/rtw/c/src/rt_sim.c 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/clang -m64 -emit-llvm -c -O4 -Wno-switch-enum -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/include  -I. -I.. -IC:/PROGRA~1/MATLAB/R2012b/simulink/include -IC:/PROGRA~1/MATLAB/R2012b/extern/include -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src -IC:/PROGRA~1/MATLAB/R2012b/rtw/c/src/ext_mode/common -IC:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/src -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dspblks/extern/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/imaq/imaqblks/include -IC:/PROGRA~1/MATLAB/R2012b/toolbox/shared/dsp/vision/matlab/include -IR:/MATLAB/untitled2_rtwin_win64 -IR:/MATLAB -IC:/PROGRA~1/MATLAB/R2012b/toolbox/vision/include   -DEXT_MODE -DUSE_RTMODEL -DMODEL=untitled2 -DRT -DNUMST=1 -DTID01EQ=0 -DNCSTATES=0 -DMT=0 -D__STDC__ -U_MSC_VER -o "rt_sim.obj" "C:/PROGRA~1/MATLAB/R2012b/rtw/c/src/rt_sim.c" 
### Created Real-Time Windows Target module untitled2.rxw64 
C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/llvm/bin/llvm-ld -b untitled2.bc -o untitled2.tmp untitled2.obj HostLib_rtw.obj opticalflow_hs_z_rt.obj rtGetInf.obj rtGetNaN.obj rt_nonfinite.obj simaqcodegen.obj sobelderivative_hs_d_rt.obj untitled2_data.obj rtwin_main.obj rt_sim.obj ext_svr.obj updown_rtwin.obj  C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/win64/imports.obj C:/PROGRA~1/MATLAB/R2012b/toolbox/rtw/targets/rtwin/lib/win64/rtwinmod.lib 
llvm-ld: error: Cannot link file 'HostLib_rtw.obj': Linking globals named '_InterlockedAdd': symbol multiply defined!
gmake: *** [../untitled2.rxw64] Error 1 
### Build procedure for model: 'untitled2' aborted due to an error.

so it seems there is only a problem with the linker due to multiple definitions in the blocks' s-functions. But I don't know in which files and whether i can modify them.. I recognized, that if I remove one (random) block of the three the model compiles.

Any help is appreciated ;)

Thank you, Jan

1 Comment

Kaustubha Govind on 23 May 2013

I wonder if this is a bug. You could try sending your model to MathWorks Support to see if they are able to provide a resolution.

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Answer 1

Jan Houska on 27 May 2013

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https://la.mathworks.com/matlabcentral/answers/76764-video-processing-model-can-t-be-compiled-by-real-time-windows-target#answer_86770

It is not possible to use the "From Video Device" block with Real-Time Windows Target. Although this block generates code, the generated code depends on Win32 API that is not present in the Real-Time Windows Target real-time kernel.

An alternative could be to use Real-Time Windows Target in Normal Mode and to run the model uncompiled. This way there will be no problems with using the block if the performance of Normal Mode is enough for your model.

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Jan Houska on 28 May 2013

I don't think that operating two models in parallel is the way to go. But, it may be possible to split the model to compiled and non-compiled part and to run the two parts in one model. There are several ways how to do this, depending on how much image processing the model actually does. It also depends on where is the bottleneck that prevents the model from running in Normal Mode.

The easiest way is to try to run the model in Accelerator mode. This is essentially compiled code that runs on the host so it has Win32 API available and except of the compilation it is quite similar to Normal Mode. If this still does not have enough performance, please post more information about your model - like what is the sample rate, how big is the image you are acquiring and processing, and such. Or, you can send me the model or at least the relevant portions of it by e-mail.

Jan Kappen on 28 May 2013

Thank you very much!

The problem is not only the performance (I think it would be ok in normal or in accelerated mode) but the timing. We are using the camera and other sensors located connected via RS-232 to localize a moving object and trying to use simulink with the real-time target as a close loop controller. So we need a good time base. In real time mode we can simply use the 'simulation time', in normal mode this isn't possible afaik?

Thanks, Jan

Jan Houska on 28 May 2013

Normal Mode models run synchronously with real time when you place the Real-Time Synchronization block into the model. This feature is available starting with MATLAB R2012a.

So the Real-Time Synchronization block may be all you need.

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Answer 2

Omar Crypps on 3 Jan 2017

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https://la.mathworks.com/matlabcentral/answers/76764-video-processing-model-can-t-be-compiled-by-real-time-windows-target#answer_249227

Test_Video_Real_Time_01.mdl

Hi everyone,

I'm actually trying to use Simulink Real Time video blocks to get the video on the target computer using a Logitech webcam, the link between the host and the target computer is already done and works fine.

The problem that I faced is that I got errors when trying to see the video on the target monitor. Here are the two errors :

- Video device is not found (even if the Logitech Webcam appears in the USB Video Device List).

- No UDP channel free or UDP error.

I will add the model that I made in the attached file, hoping to have some help from the mathworks community.

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