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International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Issue 11, Volume 4 (November 2017) www.ijirae.com
_________________________________________________________________________________________________
IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 |
ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91
IJIRAE © 2014- 17, All Rights Reserved Page –20
MONITORING FOR VEHICLE VELOCITY AND
ACCELERATION USING AN ACCELEROMETER
Catur Edi Widodo
Physics Department, Faculty of Science and Mathematics,
Diponegoro University, Semarang, Indonesia
catur.ediwidodo@gmail.com
Kusworo Adi
Physics Department, Faculty of Science and Mathematics,
Diponegoro University, Semarang, Indonesia
kusworoadi@gmail.com
Manuscript History
Number: IJIRAE/RS/Vol.04/Issue11/NVAE10086
DOI: 10.26562/IJIRAE.2017.NVAE10086
Received: 24, October 2017
Final Correction: 30, October 2017
Final Accepted: 06, November 2017
Published: November 2017
Editor: Dr.A.Arul L.S, Chief Editor, IJIRAE, AM Publications, India
Citation: Widodo, C. E. & Adi, K. (2017). MONITORING FOR VEHICLE VELOCITY AND ACCELERATION USING AN
ACCELEROMETER. IJIRAE:: International Journal of Innovative Research in Advanced Engineering, IV, 20-23. doi:
10.26562/IJIRAE.2017.NVAE10086
Copyright: ©2017 This is an open access article distributed under the terms of the Creative Commons Attribution
License, Which Permits unrestricted use, distribution, and reproduction in any medium, provided the original author
and source are credited.
Abstract-- Vehicles play a major role in this globalization era and their increasing use in everyday life comes with
greater risks for accidents. On the other hand, people are not really aware of the necessity for safe driving, as
evident in the number of people breaking traffic regulation. This research is aimed at building a system of vehicle
velocity and acceleration monitoring using an accelerometer with ADXL345protocol and Raspberry Pi minimum
system. The program in Raspberry Pi is written using Python. Programming is initialized with SMB (system
management bus) function, followed by setting for data transfer velocity and command program to read the
accelerometer, as well as a command to display data output. For validation purposes, output from the
accelerometer sensor system is compared to that of accelerometer sensor embedded in cellular telephone using
accelerometer analyzer software. Sensor readings are kept in files of text format.
Keywords: movement orientation, speed, acceleration, accelerometer sensor, gyroscope sensor
I. INTRODUCTION
Vehicles play major roles in this globalization era, starting from their core function as transportation means,
distribution of goods, down to vehicle modification for specific purposes such vehicles for heavy duty work,
firefighter trucks, and even to race cars that become a sport. Increasing number of vehicle use in everyday life lead
to more accidents. This is made worse by the fact that people are not yet really aware of driving safety, with many
of them still breaking traffic regulation. Traffic accidents are caused by the arrogance and ego of drivers (human
error), lack of road infrastructure and vehicle conditions, among other things. One of the ways to prevent accidents
is by making a vehicle velocity and acceleration monitoring instrument. This is meant to know vehicle condition on
the road and whenever an accident takes place. Vehicle velocity and acceleration can be detected to determine
exactly when an accident may take place and the possible extent of the resulting impact.
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Issue 11, Volume 4 (November 2017) www.ijirae.com
_________________________________________________________________________________________________
IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 |
ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91
IJIRAE © 2014- 17, All Rights Reserved Page –21
II. THEORY
Motion, Speed, and Acceleration
Motion or displacement of a point takes place at a certain time. There are two types of motion, translation and
rotation. Translation happens on a straight plane, while rotation occurs on a circular plane. Velocity is the distance
or displacement a point covers at a certain time and it is a vector [1]. Final velocity is defined as initial velocity
plus acceleration at a certain time and is written in the following formula:
V = V + at (1)
Where Vt is the final velocity in meters per second (m/s), V0is initial velocity in meters per second (m/s), a is
acceleration in meters per squared second (m/s2), and t is time in second (s). Based on that definition, angular
velocity is defined as displacement of the angular position of a point per time. Meanwhile, acceleration is changes
in velocity at a certain time. It is also a vector and is written mathematically as:
a =	∆V/∆t (2)
Where a is average velocity in meters per squared second (m/s2), ∆V is changes in velocity in meters per second
(m/s), and ∆t is changes in time in second (s).
Accelerometer
Accelerometer is a sensor that can measure velocity, detect and measure vibration, and measure acceleration due
to gravity. One of its uses is to detect motion, such as feet when people are walking. It is also used to detect hand
motion for game consoles, as accelerometer sensors can be attached to a hand and detect the velocity of that hand
motion. Distance and direction of a movement can be measured from the velocity detected by an accelerometer.
This measured acceleration is the result of recorded object movement related to changes in mass the
accelerometer sensor detects [2].
Raspberry Pi
Raspberry Pi is a microcomputer with a credit card size. Its exact dimension is 85 mm x 56 mm and it functions
like a normal computer [3, 4]. This means that Raspberry Pi can do just about anything an ordinary computer can.
It is developed by The Raspberry Pi Foundation that focuses on education for people of all ages. Raspberry Pi
comes with a system of Broadcom BCM2835 chip (SoC), covering ARM1176JZF-S 700 MHz processor, Video Core
IV GPU, and was initially marketed with a 256 megabyte RAM, but then later upgraded to 512MB. It also has a
built-in hard disk or solid-state drive, but it takes an SD card for both booting and long term data saving. One
advantage Raspberry Pi over an ordinary PC is its general purpose input output (GPIO) that allows it to be easily
connected to another device [5, 6].
III. METHOD
The data acquisition system consists of some parts including an accelerometer as the motion sensor,
Raspberry Pi as a data processing computer, and a micro SD card as the data storage device. The block diagram of
this system is shown in Figure 1.
Figure1. Block diagram.
Accelerometer ADXL345 consists of four (4) main pins; Vcc, ground, SCL, and SDA. The Vcc pin is connected to a 5V
DC output voltage from the Raspberry Pi minimum system circuit,, the ground pin is connected to the Raspberry Pi
ground, the SCL pin of the accelerometer is attached the GPIO 1 pin of the Raspberry Pi. SCL and SDA pins serve to
communicate I2C data. In principle, accelerometer sensors read orientation values of acceleration and by using an
integral calculation, velocity values at certain times are obtained.
IV.RESULT AND DISCUSSION
Data obtained when vehicles accelerate are given in Table 1, while the resulting velocity and acceleration
calculations are shown in Figure 2. Data obtained when vehicles decelerate are given in Table 2, whereas the
resulting velocity and acceleration calculations are given in Figure 3. Meanwhile, data for vehicles who were
initially stationary, and then slowly moved, and finally stopped, are provided in Figure 4.
Accelerometer Raspberry Pi Micro SD
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Issue 11, Volume 4 (November 2017) www.ijirae.com
_________________________________________________________________________________________________
IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 |
ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91
IJIRAE © 2014- 17, All Rights Reserved Page –22
Table1. Data of accelerating vehicles
A (G)x ay (G) az (G) vx (Gs) vy (Gs) Vz (Gs)
0.004 -0.004 -0.026 0.004 -0.004 -0.026
0.015 -0.014 0.031 0.019 -0.018 0.005
0.025 -0.012 -0.015 0.044 -0.03 -0.01
0.009 -0.013 -0.015 0.053 -0.043 -0.025
0.011 -0.013 -0.01 0.064 -0.056 -0.035
0.021 -0.012 -0.018 0.085 -0.068 -0.053
0.016 -0.012 -0.022 0.101 -0.08 -0.075
0.021 -0.023 -0.026 0.122 -0.103 -0.101
0.018 -0.007 -0.023 0.14 -0.11 -0.124
0.019 -0.015 -0.022 0.159 -0.125 -0.146
Table2. Data of decelerating vehicles
ax (G) ay (G) az (G) vx (Gs) vy (Gs) vz (Gs)
-0.008 0.005 0.002 0.07 -2.132 -0.221
-0.009 0.005 0 0.061 -2.127 -0.221
-0.012 0.007 -0.002 0.049 -2.12 -0.223
-0.004 0.005 0 0.045 -2.115 -0.223
-0.01 0.005 0 0.035 -2.11 -0.223
-0.006 0.005 -0.003 0.029 -2.105 -0.226
-0.012 0.005 0.001 0.017 -2.1 -0.225
-0.01 0.007 0 0.007 -2.093 -0.225
-0.003 0.004 0.002 0.004 -2.089 -0.223
-0.004 0.004 0.001 0 -2.085 -0.222
Figure2. Vehicle velocity and acceleration upon accelerated.
Figure 3.Vehicle velocity and acceleration upon decelerated.
International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163
Issue 11, Volume 4 (November 2017) www.ijirae.com
_________________________________________________________________________________________________
IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 |
ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91
IJIRAE © 2014- 17, All Rights Reserved Page –23
It can be seen in Figure 4 that the vehicle is initially motionless with an initial velocity of 0. Once acceleration is
applied, its velocity gradually increases and it is positive. Meanwhile, in Figure 3, when the vehicle undergoes
deceleration, the acceleration value read by the accelerometer on the x-axis is negative. This is because the vehicle
is moving against the normal direction of the x-axis. The vehicle is initially in motion, but when acceleration in the
opposite direction is given, it slows down and finally stops.
Figure 4. Vehicle velocity from being stationary, moving slowing, and being stopped
On the other hand, for the vehicle that is initially stationary, then moved, and finally stopped (Figure 4), the initial
velocity and acceleration are both zero, but then they increase in value into positive, and then upon being
decelerated, the velocity is still positive, but the acceleration is negative. As this deceleration process progresses,
the velocity and acceleration values approach zero. Finally, the vehicle stops, and both velocity and acceleration
values are now zero.
V.CONCLUSION
Results show that monitoring for velocity and acceleration can be realized by combining a ADXL345 accelerometer
sensor with a Raspberry Pi with the help of I2C data communication. Data obtained from this system are time,
velocity, and acceleration. These data are saved in the external memory of the Raspberry Pi, in the form of an SD
card in the txt. File format.
REFERENCES
1. OpenStacx, 2016, College Physics for AP Courses, OpenStacx Rice University, Texas.
2. Fraden, J., 1996, Handbook of Modern Sensors, Springer Verlag, New York.
3. Monk, S., 2014, Raspberry Pi Cookbook, O’Reilly Media, Sebastopol, California.
4. Upton, E. and Halfacree, G., 2012, Raspberry Pi User Guide, John Wiley & Sons Ltd., West Sussex, United
Kingdom
5. Shilpashree K.S, Lokesha, H., and Shivkumar, H., 2015, Implementation of Image Processing on Raspberry Pi,
International Journal of Advanced Research In Computer and Communication Engineering, Vol. 4, No. 5.
6. Ujjainiya, L., and Chkravarthi, M.K., 2015, Raspberry-Pi Based Cost Effective Vehicle Collision Voidance System
Using Image Processing, ARPN Journal of Engineering and Applied Science, Vol. 10, No. 7.

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MONITORING FOR VEHICLE VELOCITY AND ACCELERATION USING AN ACCELEROMETER

  • 1. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Issue 11, Volume 4 (November 2017) www.ijirae.com _________________________________________________________________________________________________ IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 | ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91 IJIRAE © 2014- 17, All Rights Reserved Page –20 MONITORING FOR VEHICLE VELOCITY AND ACCELERATION USING AN ACCELEROMETER Catur Edi Widodo Physics Department, Faculty of Science and Mathematics, Diponegoro University, Semarang, Indonesia catur.ediwidodo@gmail.com Kusworo Adi Physics Department, Faculty of Science and Mathematics, Diponegoro University, Semarang, Indonesia kusworoadi@gmail.com Manuscript History Number: IJIRAE/RS/Vol.04/Issue11/NVAE10086 DOI: 10.26562/IJIRAE.2017.NVAE10086 Received: 24, October 2017 Final Correction: 30, October 2017 Final Accepted: 06, November 2017 Published: November 2017 Editor: Dr.A.Arul L.S, Chief Editor, IJIRAE, AM Publications, India Citation: Widodo, C. E. & Adi, K. (2017). MONITORING FOR VEHICLE VELOCITY AND ACCELERATION USING AN ACCELEROMETER. IJIRAE:: International Journal of Innovative Research in Advanced Engineering, IV, 20-23. doi: 10.26562/IJIRAE.2017.NVAE10086 Copyright: ©2017 This is an open access article distributed under the terms of the Creative Commons Attribution License, Which Permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Abstract-- Vehicles play a major role in this globalization era and their increasing use in everyday life comes with greater risks for accidents. On the other hand, people are not really aware of the necessity for safe driving, as evident in the number of people breaking traffic regulation. This research is aimed at building a system of vehicle velocity and acceleration monitoring using an accelerometer with ADXL345protocol and Raspberry Pi minimum system. The program in Raspberry Pi is written using Python. Programming is initialized with SMB (system management bus) function, followed by setting for data transfer velocity and command program to read the accelerometer, as well as a command to display data output. For validation purposes, output from the accelerometer sensor system is compared to that of accelerometer sensor embedded in cellular telephone using accelerometer analyzer software. Sensor readings are kept in files of text format. Keywords: movement orientation, speed, acceleration, accelerometer sensor, gyroscope sensor I. INTRODUCTION Vehicles play major roles in this globalization era, starting from their core function as transportation means, distribution of goods, down to vehicle modification for specific purposes such vehicles for heavy duty work, firefighter trucks, and even to race cars that become a sport. Increasing number of vehicle use in everyday life lead to more accidents. This is made worse by the fact that people are not yet really aware of driving safety, with many of them still breaking traffic regulation. Traffic accidents are caused by the arrogance and ego of drivers (human error), lack of road infrastructure and vehicle conditions, among other things. One of the ways to prevent accidents is by making a vehicle velocity and acceleration monitoring instrument. This is meant to know vehicle condition on the road and whenever an accident takes place. Vehicle velocity and acceleration can be detected to determine exactly when an accident may take place and the possible extent of the resulting impact.
  • 2. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Issue 11, Volume 4 (November 2017) www.ijirae.com _________________________________________________________________________________________________ IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 | ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91 IJIRAE © 2014- 17, All Rights Reserved Page –21 II. THEORY Motion, Speed, and Acceleration Motion or displacement of a point takes place at a certain time. There are two types of motion, translation and rotation. Translation happens on a straight plane, while rotation occurs on a circular plane. Velocity is the distance or displacement a point covers at a certain time and it is a vector [1]. Final velocity is defined as initial velocity plus acceleration at a certain time and is written in the following formula: V = V + at (1) Where Vt is the final velocity in meters per second (m/s), V0is initial velocity in meters per second (m/s), a is acceleration in meters per squared second (m/s2), and t is time in second (s). Based on that definition, angular velocity is defined as displacement of the angular position of a point per time. Meanwhile, acceleration is changes in velocity at a certain time. It is also a vector and is written mathematically as: a = ∆V/∆t (2) Where a is average velocity in meters per squared second (m/s2), ∆V is changes in velocity in meters per second (m/s), and ∆t is changes in time in second (s). Accelerometer Accelerometer is a sensor that can measure velocity, detect and measure vibration, and measure acceleration due to gravity. One of its uses is to detect motion, such as feet when people are walking. It is also used to detect hand motion for game consoles, as accelerometer sensors can be attached to a hand and detect the velocity of that hand motion. Distance and direction of a movement can be measured from the velocity detected by an accelerometer. This measured acceleration is the result of recorded object movement related to changes in mass the accelerometer sensor detects [2]. Raspberry Pi Raspberry Pi is a microcomputer with a credit card size. Its exact dimension is 85 mm x 56 mm and it functions like a normal computer [3, 4]. This means that Raspberry Pi can do just about anything an ordinary computer can. It is developed by The Raspberry Pi Foundation that focuses on education for people of all ages. Raspberry Pi comes with a system of Broadcom BCM2835 chip (SoC), covering ARM1176JZF-S 700 MHz processor, Video Core IV GPU, and was initially marketed with a 256 megabyte RAM, but then later upgraded to 512MB. It also has a built-in hard disk or solid-state drive, but it takes an SD card for both booting and long term data saving. One advantage Raspberry Pi over an ordinary PC is its general purpose input output (GPIO) that allows it to be easily connected to another device [5, 6]. III. METHOD The data acquisition system consists of some parts including an accelerometer as the motion sensor, Raspberry Pi as a data processing computer, and a micro SD card as the data storage device. The block diagram of this system is shown in Figure 1. Figure1. Block diagram. Accelerometer ADXL345 consists of four (4) main pins; Vcc, ground, SCL, and SDA. The Vcc pin is connected to a 5V DC output voltage from the Raspberry Pi minimum system circuit,, the ground pin is connected to the Raspberry Pi ground, the SCL pin of the accelerometer is attached the GPIO 1 pin of the Raspberry Pi. SCL and SDA pins serve to communicate I2C data. In principle, accelerometer sensors read orientation values of acceleration and by using an integral calculation, velocity values at certain times are obtained. IV.RESULT AND DISCUSSION Data obtained when vehicles accelerate are given in Table 1, while the resulting velocity and acceleration calculations are shown in Figure 2. Data obtained when vehicles decelerate are given in Table 2, whereas the resulting velocity and acceleration calculations are given in Figure 3. Meanwhile, data for vehicles who were initially stationary, and then slowly moved, and finally stopped, are provided in Figure 4. Accelerometer Raspberry Pi Micro SD
  • 3. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Issue 11, Volume 4 (November 2017) www.ijirae.com _________________________________________________________________________________________________ IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 | ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91 IJIRAE © 2014- 17, All Rights Reserved Page –22 Table1. Data of accelerating vehicles A (G)x ay (G) az (G) vx (Gs) vy (Gs) Vz (Gs) 0.004 -0.004 -0.026 0.004 -0.004 -0.026 0.015 -0.014 0.031 0.019 -0.018 0.005 0.025 -0.012 -0.015 0.044 -0.03 -0.01 0.009 -0.013 -0.015 0.053 -0.043 -0.025 0.011 -0.013 -0.01 0.064 -0.056 -0.035 0.021 -0.012 -0.018 0.085 -0.068 -0.053 0.016 -0.012 -0.022 0.101 -0.08 -0.075 0.021 -0.023 -0.026 0.122 -0.103 -0.101 0.018 -0.007 -0.023 0.14 -0.11 -0.124 0.019 -0.015 -0.022 0.159 -0.125 -0.146 Table2. Data of decelerating vehicles ax (G) ay (G) az (G) vx (Gs) vy (Gs) vz (Gs) -0.008 0.005 0.002 0.07 -2.132 -0.221 -0.009 0.005 0 0.061 -2.127 -0.221 -0.012 0.007 -0.002 0.049 -2.12 -0.223 -0.004 0.005 0 0.045 -2.115 -0.223 -0.01 0.005 0 0.035 -2.11 -0.223 -0.006 0.005 -0.003 0.029 -2.105 -0.226 -0.012 0.005 0.001 0.017 -2.1 -0.225 -0.01 0.007 0 0.007 -2.093 -0.225 -0.003 0.004 0.002 0.004 -2.089 -0.223 -0.004 0.004 0.001 0 -2.085 -0.222 Figure2. Vehicle velocity and acceleration upon accelerated. Figure 3.Vehicle velocity and acceleration upon decelerated.
  • 4. International Journal of Innovative Research in Advanced Engineering (IJIRAE) ISSN: 2349-2163 Issue 11, Volume 4 (November 2017) www.ijirae.com _________________________________________________________________________________________________ IJIRAE: Impact Factor Value – SJIF: Innospace, Morocco (2016): 3.916 | PIF: 2.469 | Jour Info: 4.085 | ISRAJIF (2016): 3.715 | Indexcopernicus: (ICV 2015): 47.91 IJIRAE © 2014- 17, All Rights Reserved Page –23 It can be seen in Figure 4 that the vehicle is initially motionless with an initial velocity of 0. Once acceleration is applied, its velocity gradually increases and it is positive. Meanwhile, in Figure 3, when the vehicle undergoes deceleration, the acceleration value read by the accelerometer on the x-axis is negative. This is because the vehicle is moving against the normal direction of the x-axis. The vehicle is initially in motion, but when acceleration in the opposite direction is given, it slows down and finally stops. Figure 4. Vehicle velocity from being stationary, moving slowing, and being stopped On the other hand, for the vehicle that is initially stationary, then moved, and finally stopped (Figure 4), the initial velocity and acceleration are both zero, but then they increase in value into positive, and then upon being decelerated, the velocity is still positive, but the acceleration is negative. As this deceleration process progresses, the velocity and acceleration values approach zero. Finally, the vehicle stops, and both velocity and acceleration values are now zero. V.CONCLUSION Results show that monitoring for velocity and acceleration can be realized by combining a ADXL345 accelerometer sensor with a Raspberry Pi with the help of I2C data communication. Data obtained from this system are time, velocity, and acceleration. These data are saved in the external memory of the Raspberry Pi, in the form of an SD card in the txt. File format. REFERENCES 1. OpenStacx, 2016, College Physics for AP Courses, OpenStacx Rice University, Texas. 2. Fraden, J., 1996, Handbook of Modern Sensors, Springer Verlag, New York. 3. Monk, S., 2014, Raspberry Pi Cookbook, O’Reilly Media, Sebastopol, California. 4. Upton, E. and Halfacree, G., 2012, Raspberry Pi User Guide, John Wiley & Sons Ltd., West Sussex, United Kingdom 5. Shilpashree K.S, Lokesha, H., and Shivkumar, H., 2015, Implementation of Image Processing on Raspberry Pi, International Journal of Advanced Research In Computer and Communication Engineering, Vol. 4, No. 5. 6. Ujjainiya, L., and Chkravarthi, M.K., 2015, Raspberry-Pi Based Cost Effective Vehicle Collision Voidance System Using Image Processing, ARPN Journal of Engineering and Applied Science, Vol. 10, No. 7.