SlideShare a Scribd company logo
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 55
Design and Implementation of Data Logger for Vehicle Safety
EiEi Thwe1
, Theingi2
1(Mechatronic Engineering Department,Mandalay Technological University, Mandalay, The Republic of the Union of
Myanmar)
2 (Mechatronic Engineering Department,Western Yangon Technological University, Yangon,The Republic of the Union of
Myanmar)
I. INTRODUCTION
The vehicle accident is a major public problem in
many countries, particularly Myanmar. Despite
awareness campaign, this problem is still increasing
due to driver's poor behaviours such as speed
driving, drunk driving, driving without sufficient
sleep, etc. The numbers of death and disability are
very high because of late assistance to people who
got the accident. These cause huge social and
economic burden stop people involved. Therefore,
several research group and major vehicle
manufacturers have developed safety devices to
protect drivers and passengers from accidental
injuries. However, good safety device for vehicles
is difficult to implement and very expensive. On the
roadway driver usually keep a safety distance from
one another. On the other hand, due to the driver’s
interruption, long-time driving tiredness, or a
sudden break applied by another car, a serious
collision may occur. Even though the driver is in a
conscious mind, he cannot respond immediately to
control his/her vehicle. Sometimes crash may occurs
due to bad weather situations as mist, vapour, fog
and so on. Many cases remain pending due to
unknown reason of an accident [1].For vehicle
safety and safety for passengers in vehicle is an
important parameter. Most of the vehicles get
accident because no proper safety measures are
taken especially at curves and hair pin bends humps
and any obstacles in front of the vehicle [2].Vehicle
is the first place where safety starts. Hence we must
try to equip it with the latest technologies and
measures to make it a safe machine and also to keep
our self and our loved ones safe. Always remember
that safety starts and ends with the person who
drives the vehicle. The cars and trucks found today
have high range of inbuilt safety accessories to
protect their passengers. Before it used to be just
seatbelts, but now more features have been included
which are more advanced and efficient than
seatbelts. Warning alerts and alarms are other
security systems incorporated in the cars and trucks
to alert us about various factors like exceeding
speed limit or smoke alarms. These are designed to
make the passengers aware of crossing the
limitations which is important in most of the time
and in most cases. In the same way here an
RESEARCH ARTICLE OPEN ACCESS
Abstract:
As the rising of transportation system design, so many data logger design was developed for safety. In our country, there are
many accidents on highways. Both driver’s faults and road construction cause accidents. To reduce these condition some safety
system such as obstacle detection system, vehicle declination alarm system, temperature and smoke level display unit,
signboard warning on road sides should be used for both driver and passengers. In addition data logger system for whole
vehicle must be equipped for safety. With the implementation of PIC microcontroller as an Embedded device, this logger
design was constructed with many sensors and C# service-based database. Using Arduino boards, vehicle detection sensing
circuit, Check point radio signal sensing circuit for dangerous road sector, hall-effect magnetic wheel revolution sensing circuit
were designed to be connected with main PIC microcontroller and Personal Computer. Real time result was displayed on C#
Graphical User Interface and Vehicle data log could be easily exported to Microsoft Excel report.
Keywords -Arduino, alarm and alert system,C# service-based database, PC based control system, Vehicle data
logger.
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 56
embedded system has been designed to make the
journey of the passengers inside a vehicle safe and
secure with various recently found safety and
security measures [3].
There are different types of vehicle control
systems that have no flexibility over choosing the
types and number of sensors used. These systems
are rebuilt devices with a limited number of sensors,
with a limited area of coverage and with a limited
capacity to control the electronic devices. Therefore
the idea of vehicle control system was proposed, to
overcome the limitations of the system already
available. The user can choose the number of
sensors, type of sensors, the area of coverage of the
system along with the number and types of
electronic devices to be controlled. The cost of the
system can be determined by the user as the cost
depends on the hardware in the system.
Fig.1. Block Diagram of Vehicle ControlSystem
The block diagram of vehicle control system
shown in Fig.1 is for overall design of safety
system for bus. In this block diagram seat and belt
sensing circuit, smoke level detection circuit,
temperature sensing circuit, obstacle detection
circuit, wheel revolution sensing circuit, traction
sensing circuit, radio frequency receiver, radio
frequency transmitter, alert system, personal
computer, C# service-based database and liquid
crystal display are shown.
Traction Sensing Circuit gives the declination
angle of the bus and the driver can know it easily.
Wheel Revolution Sensing Circuit gives also the
actual distance travelled. Obstacle Detector is used
for front and back section. Alert system is added
too for dangerous conditions. The radio frequency
module, the bus will get specific signal from the
transmitter placed on dangerous checkpoint.
Important record such as record time, engine
temperature, engine smoke level, back obstacle
detection status, front obstacle detection status, mile
travelled and declination angles. The system was
implemented using MPLAB software with Hi-tech
C compiler and C# programming based on
PIC18F4550 as USB HID. It was tested for stability
and satisfactory operation.
II. COMPONENTS OF THE SYSTEM
The data logger system is considered with the
following implementation of:
• Design for Radio Transmitter and Receiver
section
• Design for Traction Sensing section
• Design for Wheel Revolution Sensing section
• Design for Obstacle Sensing section
• Design for main control section between C#
programming language and USBHID PIC
microcontroller
• Design for Graphical User Interface section
• Design for Database section.
A. Radio Transmitter and Receiver Circuit Design
Fig.2. Checkpoint Placement on Highway
The block diagram of bus safety system shown
in Fig.3 is to design the safety system for
transmitter section. In this block diagram solar
panel with battery charger, battery and 5V regulator,
microcontroller and radio transmitter are shown.
Each radio transmitter on each dangerous
checkpoint on highway should transmit different
signal so that receiver on bus can distinguish
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 57
specific checkpoint. Acceptable baud rate for RF
module KST-TX01 is 1200. The lunch distance of
that module is 150 meter shown in Fig.2. So the
minimum distance between two checkpoints should
be greater than 300 meter.
Fig.3. Block Diagram of Checkpoint Transmitter Section
Each checkpoint covers whole circle of 150
meter radius. The transmit signal uses 8 bits wide
so number of checkpoints can be extended up to
255 according ASCII code table. Solar panel
generates up to 12 Volts, and the battery will store
and recharge power to regulator circuit. The 7805
regulator IC circuit will drive microcontroller and
RF module with 5 Volts. Necessary circuit diagram
is shown in Fig.4.
Fig.4. Circuit Diagram of Checkpoint Transmitter Section
Fig.5. Flowchart of Checkpoint Transmitter Section
The flowchart shown in Fig.5 is for the operation
of checkpoint transmitter. Firstly the
microcontroller will initialize input/output ports.
And then baud rate 1200 is set up and specific
signal for its checkpoint will be generated. Until the
program is restarted, the signal will be generated
repeatedly.
B. Traction Sensing Circuit Design
Fig.6. Block Diagram of ADXL345 Accelerometer and RF Receiver Section
The block diagram of vehicle safety system, RF
receiver, microcontroller, ADXL345 accelerometer
and speaker are shown in Fig.6.
Fig.7. Circuit Diagram of ADXL345 Accelerometer and RF Radio Receiver
USB to RS232 module is used to communicate
Arduino with PC. For traction sensing circuit,
Arduino pro mini is used with ADXL345 (3 axis)
sensor so that the dangerous declination angle of
the bus will be sent back to PC. The receiver needs
to check incoming signal from road-side checkpoint
towers placed on dangerous zone. It needs to check
the listed or predefined checkpoints. According to
check routine the buzzer will make sound. PC
display will be updated with checkpoint number.
Each radio receiver on bus should distinguish
incoming signal whether bus reach dangerous zone
or not. Necessary circuit diagram is shown in Fig.7.
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 58
Fig.8. Flowchart for ADXL345 and RF Receiver System
The flowchart represents loop function of traction
sensing and radio receiver shown in Fig. 8.
Typically baud rate 9600 is used for communication
between microcontroller and PC. Another UART
communication of 1200 baud rate is used as
software serial for radio receiving part. Whenever
checkpoint data receive, buzzer will be energizing
as beat of alarm signal.
C. Wheel Revolution Circuit Design
Fig.9. Wheel Revolution Sensing Circuit
Hall sensor is used for wheel revolution counter
is shown in Fig. 9. is added and total mile travelled
will be displayed on LCD display. The sensor
generates 2.5V normally but when magnet on wheel
approaches near to sensor, it will generate greater or
less than 2.5V. In above design by turning polarity
magnet is placed so that sensor generates over 2.5V.
Variable resistor can be adjusted to meet required
intensity. LM358 Op Amp is used for compare
positive terminal and negative terminal. The output
terminal of Op Amp is connected to Arduino digital
input pin.
D. Distance Sensing Circuit Design
Fig.10. Block Diagram of Obstacle Detection Circuit
In Fig. 10, an ultrasonic distance sensor is
mounted in front and back of the vehicle to detect
the obstacles up to 13ft apart. Ultrasonic signal
transmission and receiving are performed by
Arduino Pro Mini board. If nearby obstacles are
detected, Arduino will send signal to PIC
microcontroller.
Fig.11. Flowchart for Obstacle Detection System
Above flow chart shows how ultrasonic distance
sensing works. When sensed distance is less than
200 cm, Arduino pin for buzzer will be high and
output pin to PIC will be activated. When the
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 59
distance is greater than 200 cm, Buzzer will be
stopped and output pin to PIC will be deactivated.
Until program stop, the routine will be repeated
infinitely.
E. Main Control Section
Fig.12. Flowchart for Alarm and Alert Control
When program start, it will send bus temperature,
engine temperature, bus smoke level, front obstacle
detector and back obstacle detector. If all
temperature is exceeded desired temperature,
temperature alarm will be ON. If not, temperature
alarm will be OFF. And then, smoke level is
exceeded desired smoke level, smoke level alarm
will be ON. If not, smoke level alarm will be OFF.
Therefore, if there is something front and back of
the car, obstacles are detected, obstacle alarm will
be ON. If not, obstacles alarm will be OFF.
Fig.13. Flowchart for PIC Microcontroller in Vehicle System
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 60
When input buffer started with 0x86address is
received from PC, the microcontroller reads ADC
values at its analog pins and then sends the values
as array of hexadecimal value to PC.
When input buffer started with 0x99 address is
received from PC, the microcontroller reads pin
status at its digital pins and then sends the values as
array of hexadecimal value to PC.
When input buffer started with 0x88address is
received from PC, the microcontroller reads clock
pulse at its digital pins and then sends the values as
array of hexadecimal value to PC.
When input buffer started with 0x84address is
received from PC, the microcontroller reads
incoming data from and then drives its digital pins.
When input buffer started with 0x81 address is
received from PC, the microcontroller reads
incoming data string in message and then displays
on LCD display.
Start
Search USB HID and
USB Serial
Calculate Mile
Travelled and
Display on GUI
Control Alarm and
Alert
Exit?
End
Yes
No
Display Declination
angles and
Checkpoint
Add Data to
Database per second
Read Data from USB
Serial and Display on
GUI
Send Request Start with
0x86
Display Analog Value on
GUI
Send Request Start with
0x99
Display Seat & Belt
on GUI
Send Request Start with
0x88
Send String with Request
Start with 0x81
Send Output Status with
Request Start with 0x84
Fig.14. Flow Chart for C# Program Control for Vehicle System
When program starts, it will search USB HID
device according to their ID and also lists the serial
COM port of traction control circuit. As the
frequently repeat request it will send command
started with 0x86 addresses. And then program will
accept incoming data and will display and record
analog sensor measurement values. It will send
request started with 0x99 address for seat and belt
GUI representation. For distance travelled
measurement option, it will send command address
0x88.
According to the desired temperature, alarm and
alert will be operated and it will write data to PIC
with address command 0x84. For display option
program will collect bus information and will send
to PIC with command address 0x81 for display
option. Using one second counter , some important
input data will be recorded in database.
Program will collect serial RS232 signal with
baud rate 9600.Arduino pro mini using ADXL345
library is used for displaying X,Y,Z axis declination
angle reading and checkpoint indicating.
Fig.15. Main controller Circuit Diagram
USB interface of microcontroller was used to
connect C# GUI of personal computer. USB HID
(universal serial bus human interface device) was
implemented with MPLAB software with Hi-TechC
compiler so that no more USB driver is needed.
LCD Display can be updated easily from GUI
control. So any other messages can be applied to all
passengers.
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 61
III. GUI IMPLEMENTATION AND TESTING
Fig.16. Real Time Control C# GUI
The GUI was implemented not only for
monitoring system but also for dynamic control in
the alarm and alert session. Driver can also easily
repair message signal on LCD display to passengers.
In the running condition shown in Fig.16
software system, passengers are already sat and
buckled the signal will be alert is green. If not, the
signal will not be alert green (one person or two
person etc.) is absent. And then, alarm system is
added on the bus. Therefore, also added front
obstacle alarm, back obstacle alarm, temperature
alarm (engine temperature and car temperature) and
smoke level alarm. If there is something front of the
car, alarm will ring and front obstacle switch will
show red signal. Similarity, if there is something
back of the car, also alarm will ring and back
obstacle button will show red signal.
When the input temperature for vehicle and
engine is increased over desired limit, the alarm
system will start and this condition will be
displayed on LCD. It will repeat and check until
program stops. The desired limits for temperature
sensing can be easily updated while program
executing.
IV. DATABASE DESIGN IMPLEMENTATION
AND TESTING
Fig.17. Database Table Design
By using C# service-based database feature,
above table is constructed with seven types of
vehicle information. In every second, program will
store not only record time but also temperature and
smoke level of vehicle engine, Front and Back
Obstacle detection status, travelled length and
vehicle declination. The database file is placed at
the specific place on hard-drive.
Fig.18. Recorded Log in every second
With GUI implementation, “start” and “end”
button were created for start and end of storing data.
“Clear” button stands for Database clear option. For
user friendly, “Show” and “Hide” button were
created for show and hide for data grid view. User
can easily check back vehicle status for every
second. Sample of recorded data table was shown in
above figure.
International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015
ISSN: 2395-1303 http://www.ijetjournal.org Page 62
Fig.19. Exported data in Microsoft Excel format
“Export” button was created for export data to
MicroSoft Excel so that data can be saved as
MSOFFICE format. For security reason, “start” and
“end” button were locked with administrator
password.
V.SOFTWARE REQUIREMENTS AND
SYSTEM WORKING
While PIC18F4550 is connected with PC, no
more USB driver is needed because it is
programmed as USB HID device. But while using
Arduino Pro Min as a USB compatible, USB to
TTL (Prolific) module and driver are needed.
Developed Program (.exe) will work on most of
windows such as window7 32-bit and 64 bit,
window xp 32-bit and 64-bit because it is compiled
with “any CPU” option.
VI. CONCLUSIONS
This vehicle control system is effectively
achieved by using graphical user interface, visual
C# programming language. The interface between
the computer and the vehicle control system is
controlled by USB HID. In this system, GUI is
developed to monitor and control the system.
Hardware of vehicle system is designed with the
prototype. The operation is tested by interfacing
with GUI. It can be monitored from computer. The
logged data in every second can be reviewed not
only in developed program but also in Microsoft
excel. The disadvantage is that system can only
detect obstacle within 13ft range by using ultrasonic
sensor. There are other type of sensors which can
detect more range. As advantage, there can be
reduction of occurring accidents, safety and
comfortable of passengers by using this system. It is
possible to use as not only an automated alert
system but also good data logger, it also saves time
and cost.
ACKNOWLEDGMENT
The author is deeply grateful to Dr.Wut Yi Win,
Associate Professor and Head, Department of
Mechatronic Engineering, Mandalay Technological
University, accomplished guidance, her willingness
to share her idea and, helpful suggestions and for
her patience, continuous supervision and
encouragement during a long period of this paper.
REFERENCES
1. RamchandraPatil, ShivarajHublikar, “ Design and
Implementation of Car Black Box with Collision
Avoidance System using ARM”, International
Journal of Innovative Technology and Exploring
Engineering (IJITEE) ISSN: 2278-3075, Volume-4, Issue-
3, August 2014.
2.Ankita Mishra, JyotiSolanki , HarshalaBakshi,
PriyankaSaxena and PranavParanjpe, “Automatic
Vehicle Speed Reduction System Using Rf Technology,”
Deepa B Chavan et al Int. Journal of Engineering
Research and Applications www.ijera.com ISSN : 2248-
9622, Vol. 4, Issue 4( Version 9), April 2014.
3.V.Ramya1, B. Palaniappan2, K. Karthick3, “Embedded
Controller for Vehicle In-Front Obstacle Detection
and Cabin Safety Alert System” International
Journal of Computer Science & Information Technology
(IJCSIT) Vol 4, No 2, April 2012
4. http://en.wikipedia.org/wiki/Intelligent_vehicle_
technologies
5. http://www.circuitvalley.com/2011/09/pic-18f4550-usb-
io-input-output- board.html
6. http://www.instructables.com/id/USB-Project-USB-
Interface-Board- sing-PIC18F455/
7.http://pwc.theclarkwebsite.com/PIC18F4550usb.php

More Related Content

What's hot

Smart Car
Smart CarSmart Car
Smart Car
IRJET Journal
 
IRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPS
IRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPSIRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPS
IRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPS
IRJET Journal
 
Projects
ProjectsProjects
Projects
akhilphani
 
Automatic Park and retrieve assissted systems for automobiles using smartphone
Automatic Park and retrieve assissted systems for automobiles using smartphoneAutomatic Park and retrieve assissted systems for automobiles using smartphone
Automatic Park and retrieve assissted systems for automobiles using smartphone
theijes
 
IRJET- Smart Helmet an Intelligent Bike System
IRJET- 	  Smart Helmet an Intelligent Bike SystemIRJET- 	  Smart Helmet an Intelligent Bike System
IRJET- Smart Helmet an Intelligent Bike System
IRJET Journal
 
IRJET- Automatic Vehicle Accident Detection and Rescue System
IRJET- Automatic Vehicle Accident Detection and Rescue SystemIRJET- Automatic Vehicle Accident Detection and Rescue System
IRJET- Automatic Vehicle Accident Detection and Rescue System
IRJET Journal
 
Vehicle anti theft tracking system based on internet of things
Vehicle anti theft tracking system based on internet of things Vehicle anti theft tracking system based on internet of things
Vehicle anti theft tracking system based on internet of things
Jyothsna Sridhar
 
IJSRED-V2I2P22
IJSRED-V2I2P22IJSRED-V2I2P22
IJSRED-V2I2P22
IJSRED
 
IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...
IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...
IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...
IRJET Journal
 
IRJET- Step Lock System in Bus using IoT
IRJET- Step Lock System in Bus using IoTIRJET- Step Lock System in Bus using IoT
IRJET- Step Lock System in Bus using IoT
IRJET Journal
 
IRJET- Automatic Traffic Control System based on the Vehicular Density
IRJET- Automatic Traffic Control System based on the Vehicular DensityIRJET- Automatic Traffic Control System based on the Vehicular Density
IRJET- Automatic Traffic Control System based on the Vehicular Density
IRJET Journal
 
A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...
A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...
A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...
csandit
 
2013 14 embedded systems project list - non ieee based embedded - electronics...
2013 14 embedded systems project list - non ieee based embedded - electronics...2013 14 embedded systems project list - non ieee based embedded - electronics...
2013 14 embedded systems project list - non ieee based embedded - electronics...
ncctstudentprojects
 
IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...
IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...
IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...
IRJET Journal
 
Tracking and Recovery of the Vehicle using GPS and GSM
Tracking and Recovery of the Vehicle using GPS and GSMTracking and Recovery of the Vehicle using GPS and GSM
Tracking and Recovery of the Vehicle using GPS and GSM
IRJET Journal
 
Current state of automotive network security
Current state of automotive network securityCurrent state of automotive network security
Current state of automotive network security
FFRI, Inc.
 
IRJET- IoT Based E-Challan Automation for RTO using RFID
IRJET-  	  IoT Based E-Challan Automation for RTO using RFIDIRJET-  	  IoT Based E-Challan Automation for RTO using RFID
IRJET- IoT Based E-Challan Automation for RTO using RFID
IRJET Journal
 
IRJET - IoT based Low Cost Vehicle Monitoring and Alert System
IRJET - IoT based Low Cost Vehicle Monitoring and Alert SystemIRJET - IoT based Low Cost Vehicle Monitoring and Alert System
IRJET - IoT based Low Cost Vehicle Monitoring and Alert System
IRJET Journal
 
A1103040106
A1103040106A1103040106
A1103040106
IOSR Journals
 

What's hot (19)

Smart Car
Smart CarSmart Car
Smart Car
 
IRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPS
IRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPSIRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPS
IRJET- Wireless System for Vehicle Accident Detection and Reporting Using GPS
 
Projects
ProjectsProjects
Projects
 
Automatic Park and retrieve assissted systems for automobiles using smartphone
Automatic Park and retrieve assissted systems for automobiles using smartphoneAutomatic Park and retrieve assissted systems for automobiles using smartphone
Automatic Park and retrieve assissted systems for automobiles using smartphone
 
IRJET- Smart Helmet an Intelligent Bike System
IRJET- 	  Smart Helmet an Intelligent Bike SystemIRJET- 	  Smart Helmet an Intelligent Bike System
IRJET- Smart Helmet an Intelligent Bike System
 
IRJET- Automatic Vehicle Accident Detection and Rescue System
IRJET- Automatic Vehicle Accident Detection and Rescue SystemIRJET- Automatic Vehicle Accident Detection and Rescue System
IRJET- Automatic Vehicle Accident Detection and Rescue System
 
Vehicle anti theft tracking system based on internet of things
Vehicle anti theft tracking system based on internet of things Vehicle anti theft tracking system based on internet of things
Vehicle anti theft tracking system based on internet of things
 
IJSRED-V2I2P22
IJSRED-V2I2P22IJSRED-V2I2P22
IJSRED-V2I2P22
 
IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...
IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...
IRJET- To Develop a Distance Algorithm using Sensor Networks for Adaptive Cru...
 
IRJET- Step Lock System in Bus using IoT
IRJET- Step Lock System in Bus using IoTIRJET- Step Lock System in Bus using IoT
IRJET- Step Lock System in Bus using IoT
 
IRJET- Automatic Traffic Control System based on the Vehicular Density
IRJET- Automatic Traffic Control System based on the Vehicular DensityIRJET- Automatic Traffic Control System based on the Vehicular Density
IRJET- Automatic Traffic Control System based on the Vehicular Density
 
A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...
A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...
A PROPOSED MODEL FOR TRAFFIC SIGNAL PREEMPTION USING GLOBAL POSITIONING SYSTE...
 
2013 14 embedded systems project list - non ieee based embedded - electronics...
2013 14 embedded systems project list - non ieee based embedded - electronics...2013 14 embedded systems project list - non ieee based embedded - electronics...
2013 14 embedded systems project list - non ieee based embedded - electronics...
 
IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...
IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...
IRJET- Vehicle Starting using Fingerprint Sensor & Accident Detection using G...
 
Tracking and Recovery of the Vehicle using GPS and GSM
Tracking and Recovery of the Vehicle using GPS and GSMTracking and Recovery of the Vehicle using GPS and GSM
Tracking and Recovery of the Vehicle using GPS and GSM
 
Current state of automotive network security
Current state of automotive network securityCurrent state of automotive network security
Current state of automotive network security
 
IRJET- IoT Based E-Challan Automation for RTO using RFID
IRJET-  	  IoT Based E-Challan Automation for RTO using RFIDIRJET-  	  IoT Based E-Challan Automation for RTO using RFID
IRJET- IoT Based E-Challan Automation for RTO using RFID
 
IRJET - IoT based Low Cost Vehicle Monitoring and Alert System
IRJET - IoT based Low Cost Vehicle Monitoring and Alert SystemIRJET - IoT based Low Cost Vehicle Monitoring and Alert System
IRJET - IoT based Low Cost Vehicle Monitoring and Alert System
 
A1103040106
A1103040106A1103040106
A1103040106
 

Similar to [IJET-V1I4P10] Authers :EiEi Thwe, Theingi

IRJET - Accident Detection using Vehicular Ad-Hoc Network
IRJET -  	  Accident Detection using Vehicular Ad-Hoc NetworkIRJET -  	  Accident Detection using Vehicular Ad-Hoc Network
IRJET - Accident Detection using Vehicular Ad-Hoc Network
IRJET Journal
 
VEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEM
VEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEMVEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEM
VEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEM
IRJET Journal
 
IRJET- Accident Detection and Vehicle Safety using Zigbee
IRJET-  	  Accident Detection and Vehicle Safety using ZigbeeIRJET-  	  Accident Detection and Vehicle Safety using Zigbee
IRJET- Accident Detection and Vehicle Safety using Zigbee
IRJET Journal
 
A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...
A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...
A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...
IRJET Journal
 
Collision Detection System for Smart Cars
Collision Detection System for Smart CarsCollision Detection System for Smart Cars
Collision Detection System for Smart Cars
IRJET Journal
 
IRJET- Automatic License Issuing System
IRJET-  	  Automatic License Issuing SystemIRJET-  	  Automatic License Issuing System
IRJET- Automatic License Issuing System
IRJET Journal
 
IRJET- Review Paper on Iot Based Technology in Automobiles
IRJET-  	  Review Paper on Iot Based Technology in AutomobilesIRJET-  	  Review Paper on Iot Based Technology in Automobiles
IRJET- Review Paper on Iot Based Technology in Automobiles
IRJET Journal
 
ACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINO
ACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINOACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINO
ACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINO
IRJET Journal
 
IRJET- Vehicle Black Box System using IoT
IRJET- Vehicle Black Box System using IoTIRJET- Vehicle Black Box System using IoT
IRJET- Vehicle Black Box System using IoT
IRJET Journal
 
IRJET- Automotive Safety System using Controller Area Network(CAN) Protocol
IRJET- Automotive Safety System using Controller Area Network(CAN) ProtocolIRJET- Automotive Safety System using Controller Area Network(CAN) Protocol
IRJET- Automotive Safety System using Controller Area Network(CAN) Protocol
IRJET Journal
 
Design and Implementation of an Arduino-Based Accident Prevention System
Design and Implementation of an Arduino-Based Accident Prevention SystemDesign and Implementation of an Arduino-Based Accident Prevention System
Design and Implementation of an Arduino-Based Accident Prevention System
IRJET Journal
 
IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...
IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...
IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...
IRJET Journal
 
IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...
IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...
IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...
IRJET Journal
 
IRJET- Intelligence Transportation System based on IoT
IRJET-  	  Intelligence Transportation System based on IoTIRJET-  	  Intelligence Transportation System based on IoT
IRJET- Intelligence Transportation System based on IoT
IRJET Journal
 
IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...
IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...
IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...
IRJET Journal
 
Design and Implementation of Car Black box for Evidence Collection System to ...
Design and Implementation of Car Black box for Evidence Collection System to ...Design and Implementation of Car Black box for Evidence Collection System to ...
Design and Implementation of Car Black box for Evidence Collection System to ...
IJMTST Journal
 
IRJET- Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...
IRJET-  	  Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...IRJET-  	  Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...
IRJET- Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...
IRJET Journal
 
IRJET- On Board Diagnostics (OBD)3 for Vehicular Management
IRJET- On Board Diagnostics (OBD)3 for Vehicular ManagementIRJET- On Board Diagnostics (OBD)3 for Vehicular Management
IRJET- On Board Diagnostics (OBD)3 for Vehicular Management
IRJET Journal
 
IRJET- Accident Prevention and Alcohol Detection using GSM Module
IRJET-  	  Accident Prevention and Alcohol Detection using GSM ModuleIRJET-  	  Accident Prevention and Alcohol Detection using GSM Module
IRJET- Accident Prevention and Alcohol Detection using GSM Module
IRJET Journal
 
Train control system using can protocol
Train control system using can protocolTrain control system using can protocol
Train control system using can protocol
IRJET Journal
 

Similar to [IJET-V1I4P10] Authers :EiEi Thwe, Theingi (20)

IRJET - Accident Detection using Vehicular Ad-Hoc Network
IRJET -  	  Accident Detection using Vehicular Ad-Hoc NetworkIRJET -  	  Accident Detection using Vehicular Ad-Hoc Network
IRJET - Accident Detection using Vehicular Ad-Hoc Network
 
VEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEM
VEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEMVEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEM
VEHICLE TO VEHICLE COMMUNICATION FOR ACCIDENT-AVOIDANCE SYSTEM
 
IRJET- Accident Detection and Vehicle Safety using Zigbee
IRJET-  	  Accident Detection and Vehicle Safety using ZigbeeIRJET-  	  Accident Detection and Vehicle Safety using Zigbee
IRJET- Accident Detection and Vehicle Safety using Zigbee
 
A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...
A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...
A Survey on IoT-Based Vehicle Accident Prevention and Emergency Notification ...
 
Collision Detection System for Smart Cars
Collision Detection System for Smart CarsCollision Detection System for Smart Cars
Collision Detection System for Smart Cars
 
IRJET- Automatic License Issuing System
IRJET-  	  Automatic License Issuing SystemIRJET-  	  Automatic License Issuing System
IRJET- Automatic License Issuing System
 
IRJET- Review Paper on Iot Based Technology in Automobiles
IRJET-  	  Review Paper on Iot Based Technology in AutomobilesIRJET-  	  Review Paper on Iot Based Technology in Automobiles
IRJET- Review Paper on Iot Based Technology in Automobiles
 
ACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINO
ACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINOACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINO
ACCIDENT PREVENTION AND IDENTIFICATION SYSTEM FOR VEHICLES USING ARDUINO
 
IRJET- Vehicle Black Box System using IoT
IRJET- Vehicle Black Box System using IoTIRJET- Vehicle Black Box System using IoT
IRJET- Vehicle Black Box System using IoT
 
IRJET- Automotive Safety System using Controller Area Network(CAN) Protocol
IRJET- Automotive Safety System using Controller Area Network(CAN) ProtocolIRJET- Automotive Safety System using Controller Area Network(CAN) Protocol
IRJET- Automotive Safety System using Controller Area Network(CAN) Protocol
 
Design and Implementation of an Arduino-Based Accident Prevention System
Design and Implementation of an Arduino-Based Accident Prevention SystemDesign and Implementation of an Arduino-Based Accident Prevention System
Design and Implementation of an Arduino-Based Accident Prevention System
 
IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...
IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...
IRJET - A Real-Time Pothole Detection Approach for a Safety Transportation Sy...
 
IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...
IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...
IRJET - Avoidance of Collision between Vehicles through Li-Fi based Communica...
 
IRJET- Intelligence Transportation System based on IoT
IRJET-  	  Intelligence Transportation System based on IoTIRJET-  	  Intelligence Transportation System based on IoT
IRJET- Intelligence Transportation System based on IoT
 
IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...
IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...
IRJET- Smart Vehicle with Crash Detection and Emergency Vehicle Dispatch with...
 
Design and Implementation of Car Black box for Evidence Collection System to ...
Design and Implementation of Car Black box for Evidence Collection System to ...Design and Implementation of Car Black box for Evidence Collection System to ...
Design and Implementation of Car Black box for Evidence Collection System to ...
 
IRJET- Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...
IRJET-  	  Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...IRJET-  	  Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...
IRJET- Iot Based Automatic Vehicle Accident Tracking Down and Salvage Sys...
 
IRJET- On Board Diagnostics (OBD)3 for Vehicular Management
IRJET- On Board Diagnostics (OBD)3 for Vehicular ManagementIRJET- On Board Diagnostics (OBD)3 for Vehicular Management
IRJET- On Board Diagnostics (OBD)3 for Vehicular Management
 
IRJET- Accident Prevention and Alcohol Detection using GSM Module
IRJET-  	  Accident Prevention and Alcohol Detection using GSM ModuleIRJET-  	  Accident Prevention and Alcohol Detection using GSM Module
IRJET- Accident Prevention and Alcohol Detection using GSM Module
 
Train control system using can protocol
Train control system using can protocolTrain control system using can protocol
Train control system using can protocol
 

More from IJET - International Journal of Engineering and Techniques

healthcare supervising system to monitor heart rate to diagonize and alert he...
healthcare supervising system to monitor heart rate to diagonize and alert he...healthcare supervising system to monitor heart rate to diagonize and alert he...
healthcare supervising system to monitor heart rate to diagonize and alert he...
IJET - International Journal of Engineering and Techniques
 
verifiable and multi-keyword searchable attribute-based encryption scheme for...
verifiable and multi-keyword searchable attribute-based encryption scheme for...verifiable and multi-keyword searchable attribute-based encryption scheme for...
verifiable and multi-keyword searchable attribute-based encryption scheme for...
IJET - International Journal of Engineering and Techniques
 
Ijet v5 i6p18
Ijet v5 i6p18Ijet v5 i6p18
Ijet v5 i6p17
Ijet v5 i6p17Ijet v5 i6p17
Ijet v5 i6p16
Ijet v5 i6p16Ijet v5 i6p16
Ijet v5 i6p15
Ijet v5 i6p15Ijet v5 i6p15
Ijet v5 i6p14
Ijet v5 i6p14Ijet v5 i6p14
Ijet v5 i6p13
Ijet v5 i6p13Ijet v5 i6p13
Ijet v5 i6p12
Ijet v5 i6p12Ijet v5 i6p12
Ijet v5 i6p11
Ijet v5 i6p11Ijet v5 i6p11
Ijet v5 i6p10
Ijet v5 i6p10Ijet v5 i6p10
Ijet v5 i6p2
Ijet v5 i6p2Ijet v5 i6p2
IJET-V3I2P24
IJET-V3I2P24IJET-V3I2P24
IJET-V3I2P23
IJET-V3I2P23IJET-V3I2P23
IJET-V3I2P22
IJET-V3I2P22IJET-V3I2P22
IJET-V3I2P21
IJET-V3I2P21IJET-V3I2P21
IJET-V3I2P20
IJET-V3I2P20IJET-V3I2P20
IJET-V3I2P19
IJET-V3I2P19IJET-V3I2P19
IJET-V3I2P18
IJET-V3I2P18IJET-V3I2P18
IJET-V3I2P17
IJET-V3I2P17IJET-V3I2P17

More from IJET - International Journal of Engineering and Techniques (20)

healthcare supervising system to monitor heart rate to diagonize and alert he...
healthcare supervising system to monitor heart rate to diagonize and alert he...healthcare supervising system to monitor heart rate to diagonize and alert he...
healthcare supervising system to monitor heart rate to diagonize and alert he...
 
verifiable and multi-keyword searchable attribute-based encryption scheme for...
verifiable and multi-keyword searchable attribute-based encryption scheme for...verifiable and multi-keyword searchable attribute-based encryption scheme for...
verifiable and multi-keyword searchable attribute-based encryption scheme for...
 
Ijet v5 i6p18
Ijet v5 i6p18Ijet v5 i6p18
Ijet v5 i6p18
 
Ijet v5 i6p17
Ijet v5 i6p17Ijet v5 i6p17
Ijet v5 i6p17
 
Ijet v5 i6p16
Ijet v5 i6p16Ijet v5 i6p16
Ijet v5 i6p16
 
Ijet v5 i6p15
Ijet v5 i6p15Ijet v5 i6p15
Ijet v5 i6p15
 
Ijet v5 i6p14
Ijet v5 i6p14Ijet v5 i6p14
Ijet v5 i6p14
 
Ijet v5 i6p13
Ijet v5 i6p13Ijet v5 i6p13
Ijet v5 i6p13
 
Ijet v5 i6p12
Ijet v5 i6p12Ijet v5 i6p12
Ijet v5 i6p12
 
Ijet v5 i6p11
Ijet v5 i6p11Ijet v5 i6p11
Ijet v5 i6p11
 
Ijet v5 i6p10
Ijet v5 i6p10Ijet v5 i6p10
Ijet v5 i6p10
 
Ijet v5 i6p2
Ijet v5 i6p2Ijet v5 i6p2
Ijet v5 i6p2
 
IJET-V3I2P24
IJET-V3I2P24IJET-V3I2P24
IJET-V3I2P24
 
IJET-V3I2P23
IJET-V3I2P23IJET-V3I2P23
IJET-V3I2P23
 
IJET-V3I2P22
IJET-V3I2P22IJET-V3I2P22
IJET-V3I2P22
 
IJET-V3I2P21
IJET-V3I2P21IJET-V3I2P21
IJET-V3I2P21
 
IJET-V3I2P20
IJET-V3I2P20IJET-V3I2P20
IJET-V3I2P20
 
IJET-V3I2P19
IJET-V3I2P19IJET-V3I2P19
IJET-V3I2P19
 
IJET-V3I2P18
IJET-V3I2P18IJET-V3I2P18
IJET-V3I2P18
 
IJET-V3I2P17
IJET-V3I2P17IJET-V3I2P17
IJET-V3I2P17
 

Recently uploaded

1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
MadhavJungKarki
 
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
bijceesjournal
 
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student MemberIEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
VICTOR MAESTRE RAMIREZ
 
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by AnantLLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
Anant Corporation
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
Nada Hikmah
 
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
171ticu
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
IJECEIAES
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
Prakhyath Rai
 
SCALING OF MOS CIRCUITS m .pptx
SCALING OF MOS CIRCUITS m                 .pptxSCALING OF MOS CIRCUITS m                 .pptx
SCALING OF MOS CIRCUITS m .pptx
harshapolam10
 
Welding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdfWelding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdf
AjmalKhan50578
 
Mechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering on AAI Summer Training Report-003.pdfMechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering on AAI Summer Training Report-003.pdf
21UME003TUSHARDEB
 
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
upoux
 
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
ecqow
 
Engineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdfEngineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdf
edwin408357
 
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
upoux
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
bijceesjournal
 
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
ijaia
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
shadow0702a
 
Object Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOADObject Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOAD
PreethaV16
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
KrishnaveniKrishnara1
 

Recently uploaded (20)

1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
 
Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...Rainfall intensity duration frequency curve statistical analysis and modeling...
Rainfall intensity duration frequency curve statistical analysis and modeling...
 
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student MemberIEEE Aerospace and Electronic Systems Society as a Graduate Student Member
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
 
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by AnantLLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
 
Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
 
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
 
Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...Software Engineering and Project Management - Introduction, Modeling Concepts...
Software Engineering and Project Management - Introduction, Modeling Concepts...
 
SCALING OF MOS CIRCUITS m .pptx
SCALING OF MOS CIRCUITS m                 .pptxSCALING OF MOS CIRCUITS m                 .pptx
SCALING OF MOS CIRCUITS m .pptx
 
Welding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdfWelding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdf
 
Mechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering on AAI Summer Training Report-003.pdfMechanical Engineering on AAI Summer Training Report-003.pdf
Mechanical Engineering on AAI Summer Training Report-003.pdf
 
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
一比一原版(osu毕业证书)美国俄勒冈州立大学毕业证如何办理
 
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
一比一原版(CalArts毕业证)加利福尼亚艺术学院毕业证如何办理
 
Engineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdfEngineering Standards Wiring methods.pdf
Engineering Standards Wiring methods.pdf
 
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
 
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
 
Object Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOADObject Oriented Analysis and Design - OOAD
Object Oriented Analysis and Design - OOAD
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
 

[IJET-V1I4P10] Authers :EiEi Thwe, Theingi

  • 1. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 55 Design and Implementation of Data Logger for Vehicle Safety EiEi Thwe1 , Theingi2 1(Mechatronic Engineering Department,Mandalay Technological University, Mandalay, The Republic of the Union of Myanmar) 2 (Mechatronic Engineering Department,Western Yangon Technological University, Yangon,The Republic of the Union of Myanmar) I. INTRODUCTION The vehicle accident is a major public problem in many countries, particularly Myanmar. Despite awareness campaign, this problem is still increasing due to driver's poor behaviours such as speed driving, drunk driving, driving without sufficient sleep, etc. The numbers of death and disability are very high because of late assistance to people who got the accident. These cause huge social and economic burden stop people involved. Therefore, several research group and major vehicle manufacturers have developed safety devices to protect drivers and passengers from accidental injuries. However, good safety device for vehicles is difficult to implement and very expensive. On the roadway driver usually keep a safety distance from one another. On the other hand, due to the driver’s interruption, long-time driving tiredness, or a sudden break applied by another car, a serious collision may occur. Even though the driver is in a conscious mind, he cannot respond immediately to control his/her vehicle. Sometimes crash may occurs due to bad weather situations as mist, vapour, fog and so on. Many cases remain pending due to unknown reason of an accident [1].For vehicle safety and safety for passengers in vehicle is an important parameter. Most of the vehicles get accident because no proper safety measures are taken especially at curves and hair pin bends humps and any obstacles in front of the vehicle [2].Vehicle is the first place where safety starts. Hence we must try to equip it with the latest technologies and measures to make it a safe machine and also to keep our self and our loved ones safe. Always remember that safety starts and ends with the person who drives the vehicle. The cars and trucks found today have high range of inbuilt safety accessories to protect their passengers. Before it used to be just seatbelts, but now more features have been included which are more advanced and efficient than seatbelts. Warning alerts and alarms are other security systems incorporated in the cars and trucks to alert us about various factors like exceeding speed limit or smoke alarms. These are designed to make the passengers aware of crossing the limitations which is important in most of the time and in most cases. In the same way here an RESEARCH ARTICLE OPEN ACCESS Abstract: As the rising of transportation system design, so many data logger design was developed for safety. In our country, there are many accidents on highways. Both driver’s faults and road construction cause accidents. To reduce these condition some safety system such as obstacle detection system, vehicle declination alarm system, temperature and smoke level display unit, signboard warning on road sides should be used for both driver and passengers. In addition data logger system for whole vehicle must be equipped for safety. With the implementation of PIC microcontroller as an Embedded device, this logger design was constructed with many sensors and C# service-based database. Using Arduino boards, vehicle detection sensing circuit, Check point radio signal sensing circuit for dangerous road sector, hall-effect magnetic wheel revolution sensing circuit were designed to be connected with main PIC microcontroller and Personal Computer. Real time result was displayed on C# Graphical User Interface and Vehicle data log could be easily exported to Microsoft Excel report. Keywords -Arduino, alarm and alert system,C# service-based database, PC based control system, Vehicle data logger.
  • 2. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 56 embedded system has been designed to make the journey of the passengers inside a vehicle safe and secure with various recently found safety and security measures [3]. There are different types of vehicle control systems that have no flexibility over choosing the types and number of sensors used. These systems are rebuilt devices with a limited number of sensors, with a limited area of coverage and with a limited capacity to control the electronic devices. Therefore the idea of vehicle control system was proposed, to overcome the limitations of the system already available. The user can choose the number of sensors, type of sensors, the area of coverage of the system along with the number and types of electronic devices to be controlled. The cost of the system can be determined by the user as the cost depends on the hardware in the system. Fig.1. Block Diagram of Vehicle ControlSystem The block diagram of vehicle control system shown in Fig.1 is for overall design of safety system for bus. In this block diagram seat and belt sensing circuit, smoke level detection circuit, temperature sensing circuit, obstacle detection circuit, wheel revolution sensing circuit, traction sensing circuit, radio frequency receiver, radio frequency transmitter, alert system, personal computer, C# service-based database and liquid crystal display are shown. Traction Sensing Circuit gives the declination angle of the bus and the driver can know it easily. Wheel Revolution Sensing Circuit gives also the actual distance travelled. Obstacle Detector is used for front and back section. Alert system is added too for dangerous conditions. The radio frequency module, the bus will get specific signal from the transmitter placed on dangerous checkpoint. Important record such as record time, engine temperature, engine smoke level, back obstacle detection status, front obstacle detection status, mile travelled and declination angles. The system was implemented using MPLAB software with Hi-tech C compiler and C# programming based on PIC18F4550 as USB HID. It was tested for stability and satisfactory operation. II. COMPONENTS OF THE SYSTEM The data logger system is considered with the following implementation of: • Design for Radio Transmitter and Receiver section • Design for Traction Sensing section • Design for Wheel Revolution Sensing section • Design for Obstacle Sensing section • Design for main control section between C# programming language and USBHID PIC microcontroller • Design for Graphical User Interface section • Design for Database section. A. Radio Transmitter and Receiver Circuit Design Fig.2. Checkpoint Placement on Highway The block diagram of bus safety system shown in Fig.3 is to design the safety system for transmitter section. In this block diagram solar panel with battery charger, battery and 5V regulator, microcontroller and radio transmitter are shown. Each radio transmitter on each dangerous checkpoint on highway should transmit different signal so that receiver on bus can distinguish
  • 3. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 57 specific checkpoint. Acceptable baud rate for RF module KST-TX01 is 1200. The lunch distance of that module is 150 meter shown in Fig.2. So the minimum distance between two checkpoints should be greater than 300 meter. Fig.3. Block Diagram of Checkpoint Transmitter Section Each checkpoint covers whole circle of 150 meter radius. The transmit signal uses 8 bits wide so number of checkpoints can be extended up to 255 according ASCII code table. Solar panel generates up to 12 Volts, and the battery will store and recharge power to regulator circuit. The 7805 regulator IC circuit will drive microcontroller and RF module with 5 Volts. Necessary circuit diagram is shown in Fig.4. Fig.4. Circuit Diagram of Checkpoint Transmitter Section Fig.5. Flowchart of Checkpoint Transmitter Section The flowchart shown in Fig.5 is for the operation of checkpoint transmitter. Firstly the microcontroller will initialize input/output ports. And then baud rate 1200 is set up and specific signal for its checkpoint will be generated. Until the program is restarted, the signal will be generated repeatedly. B. Traction Sensing Circuit Design Fig.6. Block Diagram of ADXL345 Accelerometer and RF Receiver Section The block diagram of vehicle safety system, RF receiver, microcontroller, ADXL345 accelerometer and speaker are shown in Fig.6. Fig.7. Circuit Diagram of ADXL345 Accelerometer and RF Radio Receiver USB to RS232 module is used to communicate Arduino with PC. For traction sensing circuit, Arduino pro mini is used with ADXL345 (3 axis) sensor so that the dangerous declination angle of the bus will be sent back to PC. The receiver needs to check incoming signal from road-side checkpoint towers placed on dangerous zone. It needs to check the listed or predefined checkpoints. According to check routine the buzzer will make sound. PC display will be updated with checkpoint number. Each radio receiver on bus should distinguish incoming signal whether bus reach dangerous zone or not. Necessary circuit diagram is shown in Fig.7.
  • 4. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 58 Fig.8. Flowchart for ADXL345 and RF Receiver System The flowchart represents loop function of traction sensing and radio receiver shown in Fig. 8. Typically baud rate 9600 is used for communication between microcontroller and PC. Another UART communication of 1200 baud rate is used as software serial for radio receiving part. Whenever checkpoint data receive, buzzer will be energizing as beat of alarm signal. C. Wheel Revolution Circuit Design Fig.9. Wheel Revolution Sensing Circuit Hall sensor is used for wheel revolution counter is shown in Fig. 9. is added and total mile travelled will be displayed on LCD display. The sensor generates 2.5V normally but when magnet on wheel approaches near to sensor, it will generate greater or less than 2.5V. In above design by turning polarity magnet is placed so that sensor generates over 2.5V. Variable resistor can be adjusted to meet required intensity. LM358 Op Amp is used for compare positive terminal and negative terminal. The output terminal of Op Amp is connected to Arduino digital input pin. D. Distance Sensing Circuit Design Fig.10. Block Diagram of Obstacle Detection Circuit In Fig. 10, an ultrasonic distance sensor is mounted in front and back of the vehicle to detect the obstacles up to 13ft apart. Ultrasonic signal transmission and receiving are performed by Arduino Pro Mini board. If nearby obstacles are detected, Arduino will send signal to PIC microcontroller. Fig.11. Flowchart for Obstacle Detection System Above flow chart shows how ultrasonic distance sensing works. When sensed distance is less than 200 cm, Arduino pin for buzzer will be high and output pin to PIC will be activated. When the
  • 5. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 59 distance is greater than 200 cm, Buzzer will be stopped and output pin to PIC will be deactivated. Until program stop, the routine will be repeated infinitely. E. Main Control Section Fig.12. Flowchart for Alarm and Alert Control When program start, it will send bus temperature, engine temperature, bus smoke level, front obstacle detector and back obstacle detector. If all temperature is exceeded desired temperature, temperature alarm will be ON. If not, temperature alarm will be OFF. And then, smoke level is exceeded desired smoke level, smoke level alarm will be ON. If not, smoke level alarm will be OFF. Therefore, if there is something front and back of the car, obstacles are detected, obstacle alarm will be ON. If not, obstacles alarm will be OFF. Fig.13. Flowchart for PIC Microcontroller in Vehicle System
  • 6. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 60 When input buffer started with 0x86address is received from PC, the microcontroller reads ADC values at its analog pins and then sends the values as array of hexadecimal value to PC. When input buffer started with 0x99 address is received from PC, the microcontroller reads pin status at its digital pins and then sends the values as array of hexadecimal value to PC. When input buffer started with 0x88address is received from PC, the microcontroller reads clock pulse at its digital pins and then sends the values as array of hexadecimal value to PC. When input buffer started with 0x84address is received from PC, the microcontroller reads incoming data from and then drives its digital pins. When input buffer started with 0x81 address is received from PC, the microcontroller reads incoming data string in message and then displays on LCD display. Start Search USB HID and USB Serial Calculate Mile Travelled and Display on GUI Control Alarm and Alert Exit? End Yes No Display Declination angles and Checkpoint Add Data to Database per second Read Data from USB Serial and Display on GUI Send Request Start with 0x86 Display Analog Value on GUI Send Request Start with 0x99 Display Seat & Belt on GUI Send Request Start with 0x88 Send String with Request Start with 0x81 Send Output Status with Request Start with 0x84 Fig.14. Flow Chart for C# Program Control for Vehicle System When program starts, it will search USB HID device according to their ID and also lists the serial COM port of traction control circuit. As the frequently repeat request it will send command started with 0x86 addresses. And then program will accept incoming data and will display and record analog sensor measurement values. It will send request started with 0x99 address for seat and belt GUI representation. For distance travelled measurement option, it will send command address 0x88. According to the desired temperature, alarm and alert will be operated and it will write data to PIC with address command 0x84. For display option program will collect bus information and will send to PIC with command address 0x81 for display option. Using one second counter , some important input data will be recorded in database. Program will collect serial RS232 signal with baud rate 9600.Arduino pro mini using ADXL345 library is used for displaying X,Y,Z axis declination angle reading and checkpoint indicating. Fig.15. Main controller Circuit Diagram USB interface of microcontroller was used to connect C# GUI of personal computer. USB HID (universal serial bus human interface device) was implemented with MPLAB software with Hi-TechC compiler so that no more USB driver is needed. LCD Display can be updated easily from GUI control. So any other messages can be applied to all passengers.
  • 7. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 61 III. GUI IMPLEMENTATION AND TESTING Fig.16. Real Time Control C# GUI The GUI was implemented not only for monitoring system but also for dynamic control in the alarm and alert session. Driver can also easily repair message signal on LCD display to passengers. In the running condition shown in Fig.16 software system, passengers are already sat and buckled the signal will be alert is green. If not, the signal will not be alert green (one person or two person etc.) is absent. And then, alarm system is added on the bus. Therefore, also added front obstacle alarm, back obstacle alarm, temperature alarm (engine temperature and car temperature) and smoke level alarm. If there is something front of the car, alarm will ring and front obstacle switch will show red signal. Similarity, if there is something back of the car, also alarm will ring and back obstacle button will show red signal. When the input temperature for vehicle and engine is increased over desired limit, the alarm system will start and this condition will be displayed on LCD. It will repeat and check until program stops. The desired limits for temperature sensing can be easily updated while program executing. IV. DATABASE DESIGN IMPLEMENTATION AND TESTING Fig.17. Database Table Design By using C# service-based database feature, above table is constructed with seven types of vehicle information. In every second, program will store not only record time but also temperature and smoke level of vehicle engine, Front and Back Obstacle detection status, travelled length and vehicle declination. The database file is placed at the specific place on hard-drive. Fig.18. Recorded Log in every second With GUI implementation, “start” and “end” button were created for start and end of storing data. “Clear” button stands for Database clear option. For user friendly, “Show” and “Hide” button were created for show and hide for data grid view. User can easily check back vehicle status for every second. Sample of recorded data table was shown in above figure.
  • 8. International Journal of Engineering and Techniques - Volume 1 Issue 4, July – Aug 2015 ISSN: 2395-1303 http://www.ijetjournal.org Page 62 Fig.19. Exported data in Microsoft Excel format “Export” button was created for export data to MicroSoft Excel so that data can be saved as MSOFFICE format. For security reason, “start” and “end” button were locked with administrator password. V.SOFTWARE REQUIREMENTS AND SYSTEM WORKING While PIC18F4550 is connected with PC, no more USB driver is needed because it is programmed as USB HID device. But while using Arduino Pro Min as a USB compatible, USB to TTL (Prolific) module and driver are needed. Developed Program (.exe) will work on most of windows such as window7 32-bit and 64 bit, window xp 32-bit and 64-bit because it is compiled with “any CPU” option. VI. CONCLUSIONS This vehicle control system is effectively achieved by using graphical user interface, visual C# programming language. The interface between the computer and the vehicle control system is controlled by USB HID. In this system, GUI is developed to monitor and control the system. Hardware of vehicle system is designed with the prototype. The operation is tested by interfacing with GUI. It can be monitored from computer. The logged data in every second can be reviewed not only in developed program but also in Microsoft excel. The disadvantage is that system can only detect obstacle within 13ft range by using ultrasonic sensor. There are other type of sensors which can detect more range. As advantage, there can be reduction of occurring accidents, safety and comfortable of passengers by using this system. It is possible to use as not only an automated alert system but also good data logger, it also saves time and cost. ACKNOWLEDGMENT The author is deeply grateful to Dr.Wut Yi Win, Associate Professor and Head, Department of Mechatronic Engineering, Mandalay Technological University, accomplished guidance, her willingness to share her idea and, helpful suggestions and for her patience, continuous supervision and encouragement during a long period of this paper. REFERENCES 1. RamchandraPatil, ShivarajHublikar, “ Design and Implementation of Car Black Box with Collision Avoidance System using ARM”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-4, Issue- 3, August 2014. 2.Ankita Mishra, JyotiSolanki , HarshalaBakshi, PriyankaSaxena and PranavParanjpe, “Automatic Vehicle Speed Reduction System Using Rf Technology,” Deepa B Chavan et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248- 9622, Vol. 4, Issue 4( Version 9), April 2014. 3.V.Ramya1, B. Palaniappan2, K. Karthick3, “Embedded Controller for Vehicle In-Front Obstacle Detection and Cabin Safety Alert System” International Journal of Computer Science & Information Technology (IJCSIT) Vol 4, No 2, April 2012 4. http://en.wikipedia.org/wiki/Intelligent_vehicle_ technologies 5. http://www.circuitvalley.com/2011/09/pic-18f4550-usb- io-input-output- board.html 6. http://www.instructables.com/id/USB-Project-USB- Interface-Board- sing-PIC18F455/ 7.http://pwc.theclarkwebsite.com/PIC18F4550usb.php