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HUNGARIAN JOURNAL 
OF INDUSTRIAL CHEMISTRY 

VESZPRÉM 
Vol. 39(1) pp. 57-62 (2011) 

VEHICLE DYNAMICS BASED ABS ECU TESTING ON A  
REAL-TIME HIL SIMULATOR 

K. ENISZ , P. TÓTH, D. FODOR, T. KULCSÁR 

University of Pannonia, Institute of Mechanical Engineering, Faculty of Engineering 
8200 Veszprém, Egyetem u. 10., HUNGARY 

E-mail: krisztian.enisz@gmail.com 
 

Satisfying the ever increasing needs for safety and environmental issues the electronic control units (ECU) of today 
vehicles become more and more complex [1, 2]. Regarding the controllability and safety requirements posed against 
automotive industry, the cost efficient ECU testing and the development of the software sensors becomes an important 
issue. The aim of this paper is to present the setup a HIL (hardware-in-the-loop) simulation environment which makes the 
functional testing and development of ECUs possible, and test the realized hardware and software environment with the 
integration of a General Motors Anti-lock Braking System ECU. 

Keywords: HIL simulation environment, ABS, ECU 

Introduction 

The cost efficient ECU testing becomes an important 
issue. The development of new algorithms and new 
ECUs are necessary because the safety requirements are 
ever increasing. The testing of the new methods with 
real vehicle on a test track is very important but very 
expensive and it takes too much time. To help the proof 
of concepts developments it is necessary to implement a 
test and simulation environment which makes easier to 
create and validate new algorithm for different types of 
vehicles and ECUs. 

The aim of the research was to create a software and 
hardware environment which is easily reconfigurable 
and its training time for new users is relatively short. 

The functions of the system will be introduced with 
the hardware and software integration of ABS ECU. 

The architecture of the simulation environment 

The simulator has got modular architecture (Fig. 1 and 
Fig. 2) which makes it easily reconfigurable. The first 
part is a standard high performance PC with Windows 7 
operation system. It can be used as standalone system 
without the other part of the simulator and makes it 
possible to test new algorithm without any ECUs of the 
vehicle. The core of the system is a vehicle dynamics 
based simulation software, the Tesis veDyna 3.10.4. 
This software is based on Matlab/Simulink and the new 
algorithms can be implemented under Simulink 
environment, and capable to create new maneuvers, 

parameterize different vehicle models and the environment 
like road surface etc. 

The interface for the real time hardware is the National 
Instruments VeriStand 2010. It can handle the models 
which were built by the veDyna, and can make the 
connection between input and outputs of the model and 
the hardware devices. The signal modification or override 
is one of the most important feature of the VeriStand. It 
can prepare the signals for the model or device inputs by 
the modification of the signals by simple mathematical 
algorithms or more complex LabView models. 

 

 
Figure 1: The anatomy of the HIL simulation environment 

 



 

 

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The second part is National Instruments based PXI 
real-time system. It has modular inputs and outputs and 
can be extended by National Instruments PXI and Compact 
RIO cards, like CAN, FlexRay, digital and analog IO 
cards. The PXI system has external interfaces like Vector 
MOST and TTech FlexRay interface which can be used 
without the PXI system, with a standard PC. 

 

 
Figure 2: The physical appearance of the simulation 

environment 
 
The third part is an electric motor emulator, which 

can emulate different types of electric motors used by 
electric cars driving systems. 

The Integration of an ECU 

After the realization of the simulation system, the very 
important step was the integration of an ECU (Fig. 3). 

 

 
Figure 3: The hardware integration of the ABS ECU 

 

The hardware integration 

The ECU was extended with simple and small electric 
circuits to emulate the wheel speed sensors (Fig. 4), the 
valves (Fig. 5) and the motor (Fig. 6). The motor and the 
valves are controlled by the ECU, the Real-Time system 

only measured the states of these components. The wheel 
speed sensors are controlled by the simulator and a 
digital output switching the voltage on/off according to 
the provided wheel speed to generate the pulses with the 
correct frequency for the ABS. 

 

 
Figure 4: The emulation of the wheel speed sensors 
 

 
Figure 5: The emulation of the valves 

 

 
Figure 6: The emulation of the motor 

The software integration into the Tesis veDyna 

The brake system part of the original veDyna Simulink 
model was modified to handle the incoming valve states, 
and modify the brake pressure at the wheels according 
to the valves position (Fig. 7), independently for each 
wheel. 



 

 

59

 
Figure 7: The software integration of the ABS ECU 

into the Tesis veDyna 
 
The main equation of the pressure modification 

algorithm is (Eq. 1): 

 τ
)(

arg ))(()()(
nt

diffett enpnpnp
−

−= , (1) 

where: 
 n – The current simulation step 
 p(n) – The modified brake pressure for the wheel. 
 ptarget(n) – The target brake pressure 
 pdiff(n) – The difference between the current and the 

target brake pressure 
 t(n) – The current time of the cycle 
 τ – The time constant 
 

The algorithm has six different part as can be seen 
on the Matlab / Simulink chart (Fig. 8): 
● state selection (Fig. 9) 
● main pressure change check (Fig. 10) 
● cycle interval calculation (Fig. 11) 
● target pressure calculation (Fig. 12) 
● pressure difference calculation (Fig. 13) 
● brake pressure calculation (Fig. 14). 

 
The state selection part sets the current state 

corresponding to the valves position and sign that the 
valves states is different from the previous valves state 
(Fig. 9). 

 

 
Figure 9: The calculation of the State(n) and  

State changed(n) parameters 
 

 
Figure 8: The pressure modification model for one wheel 



 

 

60

The main pressure change check is necessary because 
if the driver increase or decrease the brake pressure the 
model cannot follow correctly this linear change. The 
problem was solved with a small modification to build 
up the linear pressure with small steps (where the step 
size is pmax change and the pmain is the unmodified brake 
pressure for the wheel) (Fig. 10). 

 

 
Figure 10: The calculation of the pmain start(n) and  

pmain changed(n) parameters 
 
The cycle interval calculation module gives values 

of the current cycle interval, where the tstep is the 
simulation step length (Fig. 11). 

 

 
Figure 11: The calculation of the t(n) and t’(n) 

parameters 
 
The target pressure calculation part selects the target 

pressure (Fig. 12). 
 

 
Figure 12: The calculation of the ptarget(n) 

 
The pressure difference calculation part calculates 

the difference between the current and the target brake 
pressure (Fig. 13). 

 

 
Figure 13: The calculation of the pdiff(n) 

 
The pressure calculation part calculates the modified 

brake pressure (Fig. 14). 
 

 
Figure 14: The calculation of the p(n) 



 

 

61

After the modification of the veDyna model the next 
step was the creation of Veristand project. The compiled 
model is compatible with the Veristand so the input and 
output signals can be connected to the devices inputs 
and outputs. The conversion of wheel speed signals is 
necessary because the model provides the wheel speeds 
in km/h but the ABS ECU expect it frequency 
modulated pulses (Eq. 2) (switch on and off the voltage 
with a frequency). 

 teethnk

v

f 6.3= , (2) 

where: 
 v – The vehicle velocity 
 k – The circumference of the wheel 
 nteeth – The numbers of the teeth of the speed 

measure disc 
 

Another important setting is the emulation of the 
ECU starter CAN frames. 

The final step was to create a Veristand user interface 
for the simulation to observe and change the parameters 
(Fig. 15). 

 
Figure 15: The speeds and pressure page of the  

user interface 

Results 

Based on the developments a real-time vehicle simulator 
was realized to create an integrated hardware in the loop 
(HIL) simulation environment in which new theoretical 
research results can be easily validated. 

 

 
Figure 16: The vehicle velocity (km/h) and wheel 

speeds (km/h) without the ABS ECU  
(emergency braking from 115 km/h) 

 
Figure 17: The brake pressures (Pa) without  

the ABS ECU (emergency braking from 115 km/h) 
 
 

 
Figure 18: The vehicle velocity (km/h) and wheel 

speeds (km/h) with the ABS ECU 
(emergency braking from 115 km/h) 

 
 

 
Figure 19: The brake pressures (Pa) with  

the ABS ECU (emergency braking from 115 km/h) 
 
The behavior of the ABS ECU based test system 

was in concordance with expectations (Fig. 16., Fig. 17., 
Fig. 18. and Fig. 19.) but some small further development 
needed to refining the simulation. Another improvement 
should be on the pressure model taking into consideration 
of the motor state of the ABS. 

 

ACKNOWLEDGMENT 

We acknowledge the financial support of this work by 
the Hungarian State and the European Union under the 
TAMOP-4.2.1/B-09/1/KONV-2010-0003 project and 
the intensive technical support of Continental Teves 
Veszprem and National Instruments Budapest. 
 



 

 

62

REFERENCES 

1. P. E. RIETH, S. A. DRUMM, M. HARNISHFEGER: 
Electronic Stability Program: The brake that steers, 
Verlag Moderne Industrie, 2002, 16–26 

2. F. GUSTAFSSON: Automotive Safety Systems, 
Replacing costly sensors with software algorithms, 
IEEE Signal Processing Magazine, 26(4), 2009, 32–47 

 

















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    /HRV (Za stvaranje Adobe PDF dokumenata najpogodnijih za visokokvalitetni ispis prije tiskanja koristite ove postavke.  Stvoreni PDF dokumenti mogu se otvoriti Acrobat i Adobe Reader 5.0 i kasnijim verzijama.)
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    /NLD (Gebruik deze instellingen om Adobe PDF-documenten te maken die zijn geoptimaliseerd voor prepress-afdrukken van hoge kwaliteit. De gemaakte PDF-documenten kunnen worden geopend met Acrobat en Adobe Reader 5.0 en hoger.)
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    /ENU (Use these settings to create Adobe PDF documents best suited for high-quality prepress printing.  Created PDF documents can be opened with Acrobat and Adobe Reader 5.0 and later.)
  >>
  /Namespace [
    (Adobe)
    (Common)
    (1.0)
  ]
  /OtherNamespaces [
    <<
      /AsReaderSpreads false
      /CropImagesToFrames true
      /ErrorControl /WarnAndContinue
      /FlattenerIgnoreSpreadOverrides false
      /IncludeGuidesGrids false
      /IncludeNonPrinting false
      /IncludeSlug false
      /Namespace [
        (Adobe)
        (InDesign)
        (4.0)
      ]
      /OmitPlacedBitmaps false
      /OmitPlacedEPS false
      /OmitPlacedPDF false
      /SimulateOverprint /Legacy
    >>
    <<
      /AddBleedMarks false
      /AddColorBars false
      /AddCropMarks false
      /AddPageInfo false
      /AddRegMarks false
      /ConvertColors /ConvertToCMYK
      /DestinationProfileName ()
      /DestinationProfileSelector /DocumentCMYK
      /Downsample16BitImages true
      /FlattenerPreset <<
        /PresetSelector /MediumResolution
      >>
      /FormElements false
      /GenerateStructure false
      /IncludeBookmarks false
      /IncludeHyperlinks false
      /IncludeInteractive false
      /IncludeLayers false
      /IncludeProfiles false
      /MultimediaHandling /UseObjectSettings
      /Namespace [
        (Adobe)
        (CreativeSuite)
        (2.0)
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      /PDFXOutputIntentProfileSelector /DocumentCMYK
      /PreserveEditing true
      /UntaggedCMYKHandling /LeaveUntagged
      /UntaggedRGBHandling /UseDocumentProfile
      /UseDocumentBleed false
    >>
  ]
>> setdistillerparams
<<
  /HWResolution [2400 2400]
  /PageSize [612.000 792.000]
>> setpagedevice