SlideShare a Scribd company logo
IOSR Journal of Electronics and Communication Engineering (IOSR-JECE)
e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 10, Issue 1, Ver. II (Jan - Feb. 2015), PP 75-79
www.iosrjournals.org
DOI: 10.9790/2834-10127579 www.iosrjournals.org 75 | Page
Literature on safety module for vehicular driver assistance
Anup Thakurwar1
, Abhijeet Titarmare2
1
(Electronics and telecommunication, G.H. Raisoni college of engineering, India)
2
(Electronics and telecommunication, G.H. Raisoni college of engineering, India)
Abstract: Automatic Guided Vehicle (AGV) nothing but vehicle guideline provided by capturing images of the
road. In this paper we have design an embedded surveillance and safety systems. The system also provides full
driver assistance by determining the distance between two vehicles. The lane departure is an improved
technique in which lane boundaries are analyzed continuously and will also report to the user as soon as
vehicle is try move outside the lane or road. So this system not only helps to provide safety but also helps in
reducing the cost which is further considered to be most important factor.
Keywords: Automatic guided vehicle, embedded surveillance and Safety system, lane departure
I. Introduction
Automotive Electronics sector are getting more demand due to use of embedded system for different
applications in car day by day. Most of luxurious cars having more automatic controls like Airbags, ABS, ESP,
ECU, ESP, climate control and more. Intelligent driver assistance system nothing but provide the full assistance
to the driver when drive driving the car on the road along with considering the traffic intensity and white lane
detection. Driver assistance is the considered to be important in aspect with security of vehicles. Driving vehicle
gives a certain level of comfort to user but does not impart safety to user and hence systems must be introduced
to enhance security. In the world of automotive electronics where various systems come in market that ensures
safety like real time state monitoring, positioning, emergency services but requires large cost. The use of vision
for Intelligent Transportation Systems (ITS) is now widely considered as one of the most convenient perception
technologies [5]. Previous work in the ITS shows the involvement of more and more enhanced electronics in the
driver assistance though we have mechanical systems such as brakes, airbags etc. The user perception
sometimes becomes not as good as technology. Smart objects are aware of their environment, can perceive their
surroundings through sensors. The systems are capable of reducing of getting damage in dangerous
environment. The use of new enhanced technologies such as sensors with good processing capabilities can able
to provide better assistance to user in vehicle. The driver assistance system consists of one sensor module
connected to a raspberry pi development board along with 4.5 inches TFT screen. The sensor module used will
be ultrasonic sensor module which is capable of transmitting and receiving echoes.
Detecting edges is an important aspect in many areas of applications and is one of the most important
problems in image analysis. An edge is defined as an abrupt change in the grey level of an image or an edge
can be defined as a sudden jump in the state of a signal [6]. The road edges are often marked with white strips to
guide the user vehicle. With the help of these strips this system can be able to judge the out boundaries of road.
The detection method requires various operators and on the basis of the operator the type of technique such as
parallel or sequential are decided. These mention techniques are mentioned in [6] helps us in simplifying the
calculation.
A camera is also mounted on car windshield to monitor the upcoming and outgoing cars and that will
be monitored by display connected to raspberry pi board. The assistance provided by this system delivers safety
to vehicle by anti-collision and lane departure system. Anti- collision system uses camera mounted on
windshield of car to monitor vehicles that are very close to user vehicle and simultaneously using ultrasonic
sensors to determine the distance between these two vehicles. When undesired vehicle try to make collision with
user vehicle, it will make a sound to alert the user in this vehicle. Further, a lane departure system is introduced
in which camera also used to monitor the side boundaries of the road or lane and make aware the user in this
vehicle when vehicle is moving off road.
II. Structure And Principle
The system consists of web camera of 2.0 VGA which is used to capture video. The camera is mounted
on the windshield of the vehicle so to take the vehicle moving in front of user vehicle. The camera has an USB
interface with Raspberry Pi model. There are various types of camera available in market but cost effective
manner we are using web camera. The Raspberry Pi is special type of development board of very small
dimension 12.2 x 7.6 x 2.4 cm and The secret sauce that makes this computer so small and powerful is the
Broadcom BCM2835, a System-on-Chip that contains ARM1176JZFS with floating point, running at 700Mhz,
Literature on safety module for vehicular driver assistance
DOI: 10.9790/2834-10127579 www.iosrjournals.org 76 | Page
and a Video core 4 GPU. The results will be shown on LCD screen or TV screen which provide a level of
flexibility to programmers. The programmers also given reliability in terms platform the Raspberry Pi uses
Linux kernel. The type of Linux Operating System on which it runs is Raspbian. The Raspbian can be easily
dumped on the flash card and inserted on the development board of Pi. Further command Raspbian has its own
command prompt named as LX terminal and user doesn‟t need to use additional software to dump the program
into the development board and check the results periodically. The inputs can be given with the help of USB
interfaced keyboard as well as USB interfaced Mouse. Both the hardware units (keyboard and Mouse) run
instantly as attached to the development board when system is on. An ultrasonic sensor is also interfaced
through GPIO (General Purpose Input Output) pins with the development board. The sensors are used to detect
the upcoming vehicles if they are in range close to the user vehicle. The ultrasonic sensors used in this system is
having range of 1feet approximately equals to 12 inches. The ultrasonic sensors used having two parts
transmitter and receiver for transmission and reception of signals. The echoes to be send from transmitter by
using high frequency oscillator and the reflected echoes of the object are received by the receiver. All these
circuitry or firmware needs to be updated before the system load all its input and output peripherals and also
need power supply of 3.0 w.
Fig 1: Block Diagram of System
III. Hardware Component
The hardware components are shown in above figure is mentioned below:
1. Ultrasonic Sensors
The work of the ultrasonic sensors in the field of robotics is adorable based on application such as the
measurement of the proximity of objects [7]. The Parallax ultrasonic distance sensor provides precise, non-
contact distance measurements from about 2 cm (0.8 inches) to 3 meters (3.3 yards). It is very easy to connect to
BASIC Stamp® or Javelin Stamp microcontrollers or other development boards. The sensor works by
transmitting an ultrasonic (well above human hearing range) burst and providing an output pulse that
corresponds to the time required for the burst echo to return to the sensor. By measuring the echo pulse width
the distance to target can easily be calculated. The time-of-flight (TOF) information of the transmitted pulse is
used for the calculation of distance between two vehicles [1]. Surface profile determination by spatial voting and
target classification by multiple reflections were studied with the help of intelligent processing of TOF
measurements and necessary calculations are done. By multiplying the time between pulse and echo t (in
seconds) with speed of sound c, you will get twice the distance d to the object in meters (since the sound
travelled the distance twice to get to the object and bounce back).
The accuracy of the distance measurement is directly proportional to the accuracy of the speed of
sound used in the calculation. The structure and type of ultrasonic sensor used is shown in figure below:
Literature on safety module for vehicular driver assistance
DOI: 10.9790/2834-10127579 www.iosrjournals.org 77 | Page
Fig 2: Dimensions of Ultrasonic Sensor
1.1 Features
• Supply Voltage – 5 VDC
• Supply Current – 30 mA typ; 35 mA max
• Range – 2 cm to 3 m (0.8 in to 3.3 yrds)
• Input Trigger – positive TTL pulse,
2 uS min, 5 μs typ.
• Echo Pulse – positive TTL pulse,
115 uS to 18.5 ms
• Echo Hold-off – 750 μs from fall of Trigger pulse
• Burst Frequency – 40 kHz for 200 μs
• Burst Indicator LED shows sensor activity
• Delay before next measurement – 200 μs
As per the figure the dimensions of the ultrasonic sensors are shown which are – 22 mm H x 46 mm W x 16 mm
D (0.84 in x 1.8 in x 0.6 in).
1.2 Theory Of Operation
The sensor detects objects by emitting a short ultrasonic burst and then "listening" for the echo. Under
control of a host microcontroller (trigger pulse), the sensor emits a short 40 kHz (ultrasonic) burst. This burst
travels through the air at about 1130 feet per second, hits an object and then bounces back to the sensor. The
sensor provides an output pulse to the host that will terminate when the echo is detected; hence the width of this
pulse corresponds to the distance to the target. The distance between the object is calculated by equation given
above.
Fig 3: Response time of Ultrasonic Sensor
Literature on safety module for vehicular driver assistance
DOI: 10.9790/2834-10127579 www.iosrjournals.org 78 | Page
1.3 Test Data Overview
The test data on the following pages is based on the sensor, tested in the Parallax lab, while connected
to a BASIC Stamp microcontroller module. The test surface was a linoleum floor, so the sensor was elevated to
minimize floor reflections in the data. All tests were conducted at room temperature, indoors, in a protected
environment. The target was always centered at the same elevation as the sensors.
Fig 4: Detection by Ultrasonic Sensors
2. Camera Module
VGA web camera of 0.3 megapixels is used. The VGA camera can able to give an image of resolution
of 640*480 pixels. The development board support broad range of standards in terms of megapixels but due to
performance constraints and cost issues we have used VGA camera of 0.3 megapixels. The frame rate of the
camera is set at 30 fps. The camera is used for the surveillance and edge detection system.
3. Raspberry Pi
The model used for the raspberry pi is model B+ which named as BCM2835. The development board
is the heart of the system and consists of BCM Audio-Video codec for the GPIO and having ARM 11 processor
with frequency of 700 MHz .The structure of Raspberry Pi model is shown in figure below:
Fig 5: Diagrammatic overview of Raspberry Pi
2.1 Overview
BCM2835 contains the following peripherals which may safely be accessed by the ARM:
• Timers
• Interrupt controller
• GPIO
• USB
• PCM / I2S
• DMA controller
• I2C master
• I2C / SPI slave
• SPI0, SPI1, SPI2
Literature on safety module for vehicular driver assistance
DOI: 10.9790/2834-10127579 www.iosrjournals.org 79 | Page
• PWM
• UART0, UART1
3. Indicators
The indicators are used basically to notify the person sitting inside the car that weather the other vehicle
is near or far to the user vehicle. The status of the indicator is shown by the LED blinking and with a sound of
alarm if moving outside the lane.
4. Lcd Screen
The LCD screens are used to monitor the front side of the vehicle. They are also playing major role in
displaying the distance between two vehicle calculated by ARM processor with the help of ultrasonic sensors.
IV. Software Implementation
The programs in raspberry pi model are executed in LX terminal which is a command prompt for
Linux kernel. The programming language used is python which cannot be able to execute the programs directly
and need to install some packages as follows:
1. Installation Of Packages
The installation packages are nothing but the libraries in the python which need to be updated and
installed before starting any executions. They include libraries such as libraries for peripheral devices like
camera, video player, codec libraries etc. The commands for these libraries to access are as follows:
$sudo apt-get install python, $sudo apt-get install update, $sudo apt-get install fswebcam, $sudo service motion
stop/start, $sudo Ifconfig, $sudo lsusb.
All the above commands are required for the configuring python libraries, installing updates, installing
drivers for camera, to start or stop camera service, to check transmission and reception of data and status of the
peripheral devices connected to the development board.
2. Image Capture From Webcamera
After that we can capture the image from the camera by using some commands. The command uses
fswebcam library to access the camera of video type YUYV of resolution 480*640 pixels. The name of image is
saves as camera1 with (.jpg) extension and the image is stored in place specified in the command line address.
V. Conclusion
The raspberry pi development board is an efficient circuit with greater capabilities and can fulfill the
operations satisfactorily required for the driver assistance system. The circuit works efficiently with other
peripherals like camera and is basically designed for real-time applications. This system works with anti-
collision system and lane departure system for the safety of the vehicle in crucial traffic conditions. In future
work, a GPS module can be added to the circuit to periodically notify the user status when in problem to the
nearest control room. The driver assistance have broad sense of application and this project only implements a
part of that but the most important thing is, it reduces the fabrication cost of the system which will be 3-4 times
more when used by other development board.
References
[1]. Ying-Wen Bai, Chen-Chien Cheng and Zi-Li Xie „‟Use of Ultrasonic Signal Coding and PIR Sensors to Enhance the Sensing
Reliability of an Embedded Surveillance System „International Jthisnal of Computer Applications Volume 95– No.16, June 2014.
[2]. Minakshee M.Patil and Narayan Pandharinath Pawar, “Driver Assistance System based on Raspberry Pi”, International Jthisnal of
Computer Applications Volume 95– No.16, June 2014.
[3]. Florian Janda, Sebastian Pangerl, Andreas Schindler, “A Road Edge Detection Approach for Marked and Unmarked Lanes Based
on Video and Radar‟‟, 16th International Conference on Information Fusion Istanbul, Turkey, July 9-12, 2013.
[4]. “Dynamic Vehicle Full-view Driver Assistance System in Vehicular Networks”, Second International Conference on Robot, Vision
and Signal Processing, 2013.
[5]. John golias, george yannis and constantinos Antoniou, “Classification of driver-assistance systems according to their impact on road
safety and traffic efficiency”, transport reviews, vol. 22, no. 2, 179±196, 2002.
[6]. Hf. Bennamoun, “edge detection: problems and solutions”,0-7SO3-4053-1/97/$10.OQ@1997 IEEE, 3164-3169, 1997.Choon-
Young Lee, Ho-Gun Choi, Jun-Sik Park, “Collision Avoidance by the Fusion of Different Beam-width Ultrasonic Sensors” 0-
7SO3-4053-1/97/$10.OQ @ 1997 IEEE.

More Related Content

What's hot

Design and Implementation of Security Based ATM theft Monitoring system
Design and Implementation of Security Based ATM theft Monitoring systemDesign and Implementation of Security Based ATM theft Monitoring system
Design and Implementation of Security Based ATM theft Monitoring system
International Journal of Engineering Inventions www.ijeijournal.com
 
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 - Intelligent System for Vehicle Controlling with Alcohol Detection...
IRJET -  	  Intelligent System for Vehicle Controlling with Alcohol Detection...IRJET -  	  Intelligent System for Vehicle Controlling with Alcohol Detection...
IRJET - Intelligent System for Vehicle Controlling with Alcohol Detection...
IRJET Journal
 
Paper id 24201471
Paper id 24201471Paper id 24201471
Paper id 24201471IJRAT
 
ADVANCED BIKE SECURITY SYSTEM USING GSM AND GPS
ADVANCED BIKE SECURITY SYSTEM USING GSM AND GPSADVANCED BIKE SECURITY SYSTEM USING GSM AND GPS
ADVANCED BIKE SECURITY SYSTEM USING GSM AND GPS
EG TECHNOLOGIES
 
Women safety device with gps tracking and alerts
Women safety device with gps tracking  and alertsWomen safety device with gps tracking  and alerts
Women safety device with gps tracking and alerts
Praween Lakra
 
Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...
Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...
Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...
IJERA Editor
 
IRJET- EVM Monitoring and Security over IoT
IRJET- EVM Monitoring and Security over IoTIRJET- EVM Monitoring and Security over IoT
IRJET- EVM Monitoring and Security over IoT
IRJET Journal
 
Intelligent vehicle using embedded system
Intelligent vehicle using embedded systemIntelligent vehicle using embedded system
Intelligent vehicle using embedded system
ijiert bestjournal
 
IRJET- Hampered Serving Bot
IRJET-  	  Hampered Serving BotIRJET-  	  Hampered Serving Bot
IRJET- Hampered Serving Bot
IRJET Journal
 
ATM machine security system using GSM and MEMS sensor
ATM machine security system using GSM and MEMS sensorATM machine security system using GSM and MEMS sensor
ATM machine security system using GSM and MEMS sensor
IRJET Journal
 
women safety
women safetywomen safety
women safety
amrutha rao
 
IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...
IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...
IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...
IRJET Journal
 
Ieeepro techno solutions ieee 2014 embedded project design and implement...
Ieeepro techno solutions    ieee 2014  embedded project  design and implement...Ieeepro techno solutions    ieee 2014  embedded project  design and implement...
Ieeepro techno solutions ieee 2014 embedded project design and implement...
srinivasanece7
 
IRJET- IoT based Accident Tracking and Reporting
IRJET- IoT based Accident Tracking and ReportingIRJET- IoT based Accident Tracking and Reporting
IRJET- IoT based Accident Tracking and Reporting
IRJET Journal
 
Paper id 24201457
Paper id 24201457Paper id 24201457
Paper id 24201457IJRAT
 
B1803050722
B1803050722B1803050722
B1803050722
IOSR Journals
 
Advanced car security system
Advanced car security systemAdvanced car security system
Advanced car security system
Ami Goswami
 
Intelligent wireless video monitoring system using computer111111
Intelligent wireless video monitoring system using computer111111Intelligent wireless video monitoring system using computer111111
Intelligent wireless video monitoring system using computer111111
venkatesh deekonda
 
Vehicle Security System
Vehicle Security SystemVehicle Security System
Vehicle Security System
VISHAL DONGA
 

What's hot (20)

Design and Implementation of Security Based ATM theft Monitoring system
Design and Implementation of Security Based ATM theft Monitoring systemDesign and Implementation of Security Based ATM theft Monitoring system
Design and Implementation of Security Based ATM theft Monitoring system
 
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 - Intelligent System for Vehicle Controlling with Alcohol Detection...
IRJET -  	  Intelligent System for Vehicle Controlling with Alcohol Detection...IRJET -  	  Intelligent System for Vehicle Controlling with Alcohol Detection...
IRJET - Intelligent System for Vehicle Controlling with Alcohol Detection...
 
Paper id 24201471
Paper id 24201471Paper id 24201471
Paper id 24201471
 
ADVANCED BIKE SECURITY SYSTEM USING GSM AND GPS
ADVANCED BIKE SECURITY SYSTEM USING GSM AND GPSADVANCED BIKE SECURITY SYSTEM USING GSM AND GPS
ADVANCED BIKE SECURITY SYSTEM USING GSM AND GPS
 
Women safety device with gps tracking and alerts
Women safety device with gps tracking  and alertsWomen safety device with gps tracking  and alerts
Women safety device with gps tracking and alerts
 
Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...
Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...
Controlling and Reducing of Speed for Vehicles Automatically By Using Rf Tech...
 
IRJET- EVM Monitoring and Security over IoT
IRJET- EVM Monitoring and Security over IoTIRJET- EVM Monitoring and Security over IoT
IRJET- EVM Monitoring and Security over IoT
 
Intelligent vehicle using embedded system
Intelligent vehicle using embedded systemIntelligent vehicle using embedded system
Intelligent vehicle using embedded system
 
IRJET- Hampered Serving Bot
IRJET-  	  Hampered Serving BotIRJET-  	  Hampered Serving Bot
IRJET- Hampered Serving Bot
 
ATM machine security system using GSM and MEMS sensor
ATM machine security system using GSM and MEMS sensorATM machine security system using GSM and MEMS sensor
ATM machine security system using GSM and MEMS sensor
 
women safety
women safetywomen safety
women safety
 
IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...
IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...
IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using A...
 
Ieeepro techno solutions ieee 2014 embedded project design and implement...
Ieeepro techno solutions    ieee 2014  embedded project  design and implement...Ieeepro techno solutions    ieee 2014  embedded project  design and implement...
Ieeepro techno solutions ieee 2014 embedded project design and implement...
 
IRJET- IoT based Accident Tracking and Reporting
IRJET- IoT based Accident Tracking and ReportingIRJET- IoT based Accident Tracking and Reporting
IRJET- IoT based Accident Tracking and Reporting
 
Paper id 24201457
Paper id 24201457Paper id 24201457
Paper id 24201457
 
B1803050722
B1803050722B1803050722
B1803050722
 
Advanced car security system
Advanced car security systemAdvanced car security system
Advanced car security system
 
Intelligent wireless video monitoring system using computer111111
Intelligent wireless video monitoring system using computer111111Intelligent wireless video monitoring system using computer111111
Intelligent wireless video monitoring system using computer111111
 
Vehicle Security System
Vehicle Security SystemVehicle Security System
Vehicle Security System
 

Viewers also liked

C017623133
C017623133C017623133
C017623133
IOSR Journals
 
I012326065
I012326065I012326065
I012326065
IOSR Journals
 
C017321319
C017321319C017321319
C017321319
IOSR Journals
 
The Phase Theory towards the Unification of the Forces of Nature the Heart Be...
The Phase Theory towards the Unification of the Forces of Nature the Heart Be...The Phase Theory towards the Unification of the Forces of Nature the Heart Be...
The Phase Theory towards the Unification of the Forces of Nature the Heart Be...
IOSR Journals
 
C017411728
C017411728C017411728
C017411728
IOSR Journals
 
K017547981
K017547981K017547981
K017547981
IOSR Journals
 
New and Unconventional Techniques in Pictorial Steganography and Steganalysis
New and Unconventional Techniques in Pictorial Steganography and SteganalysisNew and Unconventional Techniques in Pictorial Steganography and Steganalysis
New and Unconventional Techniques in Pictorial Steganography and Steganalysis
IOSR Journals
 
A017530114
A017530114A017530114
A017530114
IOSR Journals
 
HCI for Real world Applications
HCI for Real world ApplicationsHCI for Real world Applications
HCI for Real world Applications
IOSR Journals
 
Heuristic Searching: A* Search
Heuristic Searching: A* SearchHeuristic Searching: A* Search
Heuristic Searching: A* Search
IOSR Journals
 
Simulation of Route Optimization with load balancing Using AntNet System
Simulation of Route Optimization with load balancing Using AntNet SystemSimulation of Route Optimization with load balancing Using AntNet System
Simulation of Route Optimization with load balancing Using AntNet System
IOSR Journals
 
Efficient design of feedforward network for pattern classification
Efficient design of feedforward network for pattern classificationEfficient design of feedforward network for pattern classification
Efficient design of feedforward network for pattern classification
IOSR Journals
 
Efficient Design of Transceiver for Wireless Body Area Networks
Efficient Design of Transceiver for Wireless Body Area NetworksEfficient Design of Transceiver for Wireless Body Area Networks
Efficient Design of Transceiver for Wireless Body Area Networks
IOSR Journals
 
Bringing Consistency in the Websites of Higher Educational Institutes (HEIs)...
Bringing Consistency in the Websites of Higher Educational  Institutes (HEIs)...Bringing Consistency in the Websites of Higher Educational  Institutes (HEIs)...
Bringing Consistency in the Websites of Higher Educational Institutes (HEIs)...
IOSR Journals
 
An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...
An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...
An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...
IOSR Journals
 
In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...
In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...
In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...
IOSR Journals
 
J017325660
J017325660J017325660
J017325660
IOSR Journals
 
C010321217
C010321217C010321217
C010321217
IOSR Journals
 
T130304118126
T130304118126T130304118126
T130304118126
IOSR Journals
 

Viewers also liked (20)

C017623133
C017623133C017623133
C017623133
 
I012326065
I012326065I012326065
I012326065
 
C017321319
C017321319C017321319
C017321319
 
The Phase Theory towards the Unification of the Forces of Nature the Heart Be...
The Phase Theory towards the Unification of the Forces of Nature the Heart Be...The Phase Theory towards the Unification of the Forces of Nature the Heart Be...
The Phase Theory towards the Unification of the Forces of Nature the Heart Be...
 
C017411728
C017411728C017411728
C017411728
 
K017547981
K017547981K017547981
K017547981
 
New and Unconventional Techniques in Pictorial Steganography and Steganalysis
New and Unconventional Techniques in Pictorial Steganography and SteganalysisNew and Unconventional Techniques in Pictorial Steganography and Steganalysis
New and Unconventional Techniques in Pictorial Steganography and Steganalysis
 
I0665256
I0665256I0665256
I0665256
 
A017530114
A017530114A017530114
A017530114
 
HCI for Real world Applications
HCI for Real world ApplicationsHCI for Real world Applications
HCI for Real world Applications
 
Heuristic Searching: A* Search
Heuristic Searching: A* SearchHeuristic Searching: A* Search
Heuristic Searching: A* Search
 
Simulation of Route Optimization with load balancing Using AntNet System
Simulation of Route Optimization with load balancing Using AntNet SystemSimulation of Route Optimization with load balancing Using AntNet System
Simulation of Route Optimization with load balancing Using AntNet System
 
Efficient design of feedforward network for pattern classification
Efficient design of feedforward network for pattern classificationEfficient design of feedforward network for pattern classification
Efficient design of feedforward network for pattern classification
 
Efficient Design of Transceiver for Wireless Body Area Networks
Efficient Design of Transceiver for Wireless Body Area NetworksEfficient Design of Transceiver for Wireless Body Area Networks
Efficient Design of Transceiver for Wireless Body Area Networks
 
Bringing Consistency in the Websites of Higher Educational Institutes (HEIs)...
Bringing Consistency in the Websites of Higher Educational  Institutes (HEIs)...Bringing Consistency in the Websites of Higher Educational  Institutes (HEIs)...
Bringing Consistency in the Websites of Higher Educational Institutes (HEIs)...
 
An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...
An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...
An Automated Model to Detect Fake Profiles and botnets in Online Social Netwo...
 
In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...
In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...
In Vitro Seed Germination Studies and Flowering in Micropropagated Plantlets ...
 
J017325660
J017325660J017325660
J017325660
 
C010321217
C010321217C010321217
C010321217
 
T130304118126
T130304118126T130304118126
T130304118126
 

Similar to Literature on safety module for vehicular driver assistance

VANET based Intelligent TransportationSystem using Li-Fi technology
VANET based Intelligent TransportationSystem using Li-Fi technologyVANET based Intelligent TransportationSystem using Li-Fi technology
VANET based Intelligent TransportationSystem using Li-Fi technology
IOSRJECE
 
IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...
IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...
IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...
IRJET Journal
 
Automatic Free Parking Slot Status Intimating System
Automatic Free Parking Slot Status Intimating SystemAutomatic Free Parking Slot Status Intimating System
Automatic Free Parking Slot Status Intimating System
IRJET Journal
 
Advance automatic breaking system for vehicle
Advance automatic breaking system for vehicleAdvance automatic breaking system for vehicle
Advance automatic breaking system for vehicle
IRJET Journal
 
Autonomous Eye
Autonomous EyeAutonomous Eye
Autonomous Eye
IRJET Journal
 
Emergency vehicle detection system using rf module and ultrasonic sensor
Emergency vehicle detection system using rf module and ultrasonic sensorEmergency vehicle detection system using rf module and ultrasonic sensor
Emergency vehicle detection system using rf module and ultrasonic sensor
IRJET Journal
 
IRJET - Gesture based Robot with Victim Detection using Audio
IRJET - Gesture based Robot with Victim Detection using AudioIRJET - Gesture based Robot with Victim Detection using Audio
IRJET - Gesture based Robot with Victim Detection using Audio
IRJET Journal
 
Autonomous navigation robot
Autonomous navigation robotAutonomous navigation robot
Autonomous navigation robot
IRJET Journal
 
IRJET- Automated Targeting System for Open Space Military Area
IRJET- Automated Targeting System for Open Space Military AreaIRJET- Automated Targeting System for Open Space Military Area
IRJET- Automated Targeting System for Open Space Military Area
IRJET Journal
 
Blind spot detection with automatic steering
Blind spot detection with automatic steeringBlind spot detection with automatic steering
Blind spot detection with automatic steering
eSAT Journals
 
PROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLE
PROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLEPROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLE
PROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLE
IAEME Publication
 
ADVANCE ATM SECURITY SYSTEM
ADVANCE ATM SECURITY SYSTEMADVANCE ATM SECURITY SYSTEM
ADVANCE ATM SECURITY SYSTEM
IRJET Journal
 
Traffic Density Control and Accident Indicator Using WSN
Traffic Density Control and Accident Indicator Using WSNTraffic Density Control and Accident Indicator Using WSN
Traffic Density Control and Accident Indicator Using WSN
IJMTST Journal
 
IRJET - A Smart Assistant for Aiding Dumb People
IRJET - A Smart Assistant for Aiding Dumb PeopleIRJET - A Smart Assistant for Aiding Dumb People
IRJET - A Smart Assistant for Aiding Dumb People
IRJET Journal
 
Automatic collision detection for an autonomous robot using proximity sensing...
Automatic collision detection for an autonomous robot using proximity sensing...Automatic collision detection for an autonomous robot using proximity sensing...
Automatic collision detection for an autonomous robot using proximity sensing...
eSAT Publishing House
 
Security System Based on Ultrasonic Sensor Technology
Security System Based on Ultrasonic Sensor TechnologySecurity System Based on Ultrasonic Sensor Technology
Security System Based on Ultrasonic Sensor Technology
IOSR Journals
 
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
 
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
 
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...
cscpconf
 

Similar to Literature on safety module for vehicular driver assistance (20)

VANET based Intelligent TransportationSystem using Li-Fi technology
VANET based Intelligent TransportationSystem using Li-Fi technologyVANET based Intelligent TransportationSystem using Li-Fi technology
VANET based Intelligent TransportationSystem using Li-Fi technology
 
IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...
IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...
IRJET - Enhancing Indoor Mobility for Visually Impaired: A System with Real-T...
 
Automatic Free Parking Slot Status Intimating System
Automatic Free Parking Slot Status Intimating SystemAutomatic Free Parking Slot Status Intimating System
Automatic Free Parking Slot Status Intimating System
 
Advance automatic breaking system for vehicle
Advance automatic breaking system for vehicleAdvance automatic breaking system for vehicle
Advance automatic breaking system for vehicle
 
Autonomous Eye
Autonomous EyeAutonomous Eye
Autonomous Eye
 
Emergency vehicle detection system using rf module and ultrasonic sensor
Emergency vehicle detection system using rf module and ultrasonic sensorEmergency vehicle detection system using rf module and ultrasonic sensor
Emergency vehicle detection system using rf module and ultrasonic sensor
 
H028038042
H028038042H028038042
H028038042
 
IRJET - Gesture based Robot with Victim Detection using Audio
IRJET - Gesture based Robot with Victim Detection using AudioIRJET - Gesture based Robot with Victim Detection using Audio
IRJET - Gesture based Robot with Victim Detection using Audio
 
Autonomous navigation robot
Autonomous navigation robotAutonomous navigation robot
Autonomous navigation robot
 
IRJET- Automated Targeting System for Open Space Military Area
IRJET- Automated Targeting System for Open Space Military AreaIRJET- Automated Targeting System for Open Space Military Area
IRJET- Automated Targeting System for Open Space Military Area
 
Blind spot detection with automatic steering
Blind spot detection with automatic steeringBlind spot detection with automatic steering
Blind spot detection with automatic steering
 
PROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLE
PROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLEPROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLE
PROMINENT NAVIGATION FOR VISUALLY IMPAIRED PEOPLE
 
ADVANCE ATM SECURITY SYSTEM
ADVANCE ATM SECURITY SYSTEMADVANCE ATM SECURITY SYSTEM
ADVANCE ATM SECURITY SYSTEM
 
Traffic Density Control and Accident Indicator Using WSN
Traffic Density Control and Accident Indicator Using WSNTraffic Density Control and Accident Indicator Using WSN
Traffic Density Control and Accident Indicator Using WSN
 
IRJET - A Smart Assistant for Aiding Dumb People
IRJET - A Smart Assistant for Aiding Dumb PeopleIRJET - A Smart Assistant for Aiding Dumb People
IRJET - A Smart Assistant for Aiding Dumb People
 
Automatic collision detection for an autonomous robot using proximity sensing...
Automatic collision detection for an autonomous robot using proximity sensing...Automatic collision detection for an autonomous robot using proximity sensing...
Automatic collision detection for an autonomous robot using proximity sensing...
 
Security System Based on Ultrasonic Sensor Technology
Security System Based on Ultrasonic Sensor TechnologySecurity System Based on Ultrasonic Sensor Technology
Security System Based on Ultrasonic Sensor Technology
 
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...
 
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...
 
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...
 

More from IOSR Journals

A011140104
A011140104A011140104
A011140104
IOSR Journals
 
M0111397100
M0111397100M0111397100
M0111397100
IOSR Journals
 
L011138596
L011138596L011138596
L011138596
IOSR Journals
 
K011138084
K011138084K011138084
K011138084
IOSR Journals
 
J011137479
J011137479J011137479
J011137479
IOSR Journals
 
I011136673
I011136673I011136673
I011136673
IOSR Journals
 
G011134454
G011134454G011134454
G011134454
IOSR Journals
 
H011135565
H011135565H011135565
H011135565
IOSR Journals
 
F011134043
F011134043F011134043
F011134043
IOSR Journals
 
E011133639
E011133639E011133639
E011133639
IOSR Journals
 
D011132635
D011132635D011132635
D011132635
IOSR Journals
 
C011131925
C011131925C011131925
C011131925
IOSR Journals
 
B011130918
B011130918B011130918
B011130918
IOSR Journals
 
A011130108
A011130108A011130108
A011130108
IOSR Journals
 
I011125160
I011125160I011125160
I011125160
IOSR Journals
 
H011124050
H011124050H011124050
H011124050
IOSR Journals
 
G011123539
G011123539G011123539
G011123539
IOSR Journals
 
F011123134
F011123134F011123134
F011123134
IOSR Journals
 
E011122530
E011122530E011122530
E011122530
IOSR Journals
 
D011121524
D011121524D011121524
D011121524
IOSR Journals
 

More from IOSR Journals (20)

A011140104
A011140104A011140104
A011140104
 
M0111397100
M0111397100M0111397100
M0111397100
 
L011138596
L011138596L011138596
L011138596
 
K011138084
K011138084K011138084
K011138084
 
J011137479
J011137479J011137479
J011137479
 
I011136673
I011136673I011136673
I011136673
 
G011134454
G011134454G011134454
G011134454
 
H011135565
H011135565H011135565
H011135565
 
F011134043
F011134043F011134043
F011134043
 
E011133639
E011133639E011133639
E011133639
 
D011132635
D011132635D011132635
D011132635
 
C011131925
C011131925C011131925
C011131925
 
B011130918
B011130918B011130918
B011130918
 
A011130108
A011130108A011130108
A011130108
 
I011125160
I011125160I011125160
I011125160
 
H011124050
H011124050H011124050
H011124050
 
G011123539
G011123539G011123539
G011123539
 
F011123134
F011123134F011123134
F011123134
 
E011122530
E011122530E011122530
E011122530
 
D011121524
D011121524D011121524
D011121524
 

Recently uploaded

Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
seandesed
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Sreedhar Chowdam
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
karthi keyan
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
R&R Consult
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
gerogepatton
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
Neometrix_Engineering_Pvt_Ltd
 
Event Management System Vb Net Project Report.pdf
Event Management System Vb Net  Project Report.pdfEvent Management System Vb Net  Project Report.pdf
Event Management System Vb Net Project Report.pdf
Kamal Acharya
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
TeeVichai
 
Forklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella PartsForklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella Parts
Intella Parts
 
Courier management system project report.pdf
Courier management system project report.pdfCourier management system project report.pdf
Courier management system project report.pdf
Kamal Acharya
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
Divya Somashekar
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
MLILAB
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
ViniHema
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
VENKATESHvenky89705
 

Recently uploaded (20)

Architectural Portfolio Sean Lockwood
Architectural Portfolio Sean LockwoodArchitectural Portfolio Sean Lockwood
Architectural Portfolio Sean Lockwood
 
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&BDesign and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
Design and Analysis of Algorithms-DP,Backtracking,Graphs,B&B
 
CME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional ElectiveCME397 Surface Engineering- Professional Elective
CME397 Surface Engineering- Professional Elective
 
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxCFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptx
 
Immunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary AttacksImmunizing Image Classifiers Against Localized Adversary Attacks
Immunizing Image Classifiers Against Localized Adversary Attacks
 
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
H.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdfH.Seo,  ICLR 2024, MLILAB,  KAIST AI.pdf
H.Seo, ICLR 2024, MLILAB, KAIST AI.pdf
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 
Standard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - NeometrixStandard Reomte Control Interface - Neometrix
Standard Reomte Control Interface - Neometrix
 
Event Management System Vb Net Project Report.pdf
Event Management System Vb Net  Project Report.pdfEvent Management System Vb Net  Project Report.pdf
Event Management System Vb Net Project Report.pdf
 
Railway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdfRailway Signalling Principles Edition 3.pdf
Railway Signalling Principles Edition 3.pdf
 
Forklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella PartsForklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella Parts
 
Courier management system project report.pdf
Courier management system project report.pdfCourier management system project report.pdf
Courier management system project report.pdf
 
block diagram and signal flow graph representation
block diagram and signal flow graph representationblock diagram and signal flow graph representation
block diagram and signal flow graph representation
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang,  ICLR 2024, MLILAB, KAIST AI.pdfJ.Yang,  ICLR 2024, MLILAB, KAIST AI.pdf
J.Yang, ICLR 2024, MLILAB, KAIST AI.pdf
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
power quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptxpower quality voltage fluctuation UNIT - I.pptx
power quality voltage fluctuation UNIT - I.pptx
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
 

Literature on safety module for vehicular driver assistance

  • 1. IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 10, Issue 1, Ver. II (Jan - Feb. 2015), PP 75-79 www.iosrjournals.org DOI: 10.9790/2834-10127579 www.iosrjournals.org 75 | Page Literature on safety module for vehicular driver assistance Anup Thakurwar1 , Abhijeet Titarmare2 1 (Electronics and telecommunication, G.H. Raisoni college of engineering, India) 2 (Electronics and telecommunication, G.H. Raisoni college of engineering, India) Abstract: Automatic Guided Vehicle (AGV) nothing but vehicle guideline provided by capturing images of the road. In this paper we have design an embedded surveillance and safety systems. The system also provides full driver assistance by determining the distance between two vehicles. The lane departure is an improved technique in which lane boundaries are analyzed continuously and will also report to the user as soon as vehicle is try move outside the lane or road. So this system not only helps to provide safety but also helps in reducing the cost which is further considered to be most important factor. Keywords: Automatic guided vehicle, embedded surveillance and Safety system, lane departure I. Introduction Automotive Electronics sector are getting more demand due to use of embedded system for different applications in car day by day. Most of luxurious cars having more automatic controls like Airbags, ABS, ESP, ECU, ESP, climate control and more. Intelligent driver assistance system nothing but provide the full assistance to the driver when drive driving the car on the road along with considering the traffic intensity and white lane detection. Driver assistance is the considered to be important in aspect with security of vehicles. Driving vehicle gives a certain level of comfort to user but does not impart safety to user and hence systems must be introduced to enhance security. In the world of automotive electronics where various systems come in market that ensures safety like real time state monitoring, positioning, emergency services but requires large cost. The use of vision for Intelligent Transportation Systems (ITS) is now widely considered as one of the most convenient perception technologies [5]. Previous work in the ITS shows the involvement of more and more enhanced electronics in the driver assistance though we have mechanical systems such as brakes, airbags etc. The user perception sometimes becomes not as good as technology. Smart objects are aware of their environment, can perceive their surroundings through sensors. The systems are capable of reducing of getting damage in dangerous environment. The use of new enhanced technologies such as sensors with good processing capabilities can able to provide better assistance to user in vehicle. The driver assistance system consists of one sensor module connected to a raspberry pi development board along with 4.5 inches TFT screen. The sensor module used will be ultrasonic sensor module which is capable of transmitting and receiving echoes. Detecting edges is an important aspect in many areas of applications and is one of the most important problems in image analysis. An edge is defined as an abrupt change in the grey level of an image or an edge can be defined as a sudden jump in the state of a signal [6]. The road edges are often marked with white strips to guide the user vehicle. With the help of these strips this system can be able to judge the out boundaries of road. The detection method requires various operators and on the basis of the operator the type of technique such as parallel or sequential are decided. These mention techniques are mentioned in [6] helps us in simplifying the calculation. A camera is also mounted on car windshield to monitor the upcoming and outgoing cars and that will be monitored by display connected to raspberry pi board. The assistance provided by this system delivers safety to vehicle by anti-collision and lane departure system. Anti- collision system uses camera mounted on windshield of car to monitor vehicles that are very close to user vehicle and simultaneously using ultrasonic sensors to determine the distance between these two vehicles. When undesired vehicle try to make collision with user vehicle, it will make a sound to alert the user in this vehicle. Further, a lane departure system is introduced in which camera also used to monitor the side boundaries of the road or lane and make aware the user in this vehicle when vehicle is moving off road. II. Structure And Principle The system consists of web camera of 2.0 VGA which is used to capture video. The camera is mounted on the windshield of the vehicle so to take the vehicle moving in front of user vehicle. The camera has an USB interface with Raspberry Pi model. There are various types of camera available in market but cost effective manner we are using web camera. The Raspberry Pi is special type of development board of very small dimension 12.2 x 7.6 x 2.4 cm and The secret sauce that makes this computer so small and powerful is the Broadcom BCM2835, a System-on-Chip that contains ARM1176JZFS with floating point, running at 700Mhz,
  • 2. Literature on safety module for vehicular driver assistance DOI: 10.9790/2834-10127579 www.iosrjournals.org 76 | Page and a Video core 4 GPU. The results will be shown on LCD screen or TV screen which provide a level of flexibility to programmers. The programmers also given reliability in terms platform the Raspberry Pi uses Linux kernel. The type of Linux Operating System on which it runs is Raspbian. The Raspbian can be easily dumped on the flash card and inserted on the development board of Pi. Further command Raspbian has its own command prompt named as LX terminal and user doesn‟t need to use additional software to dump the program into the development board and check the results periodically. The inputs can be given with the help of USB interfaced keyboard as well as USB interfaced Mouse. Both the hardware units (keyboard and Mouse) run instantly as attached to the development board when system is on. An ultrasonic sensor is also interfaced through GPIO (General Purpose Input Output) pins with the development board. The sensors are used to detect the upcoming vehicles if they are in range close to the user vehicle. The ultrasonic sensors used in this system is having range of 1feet approximately equals to 12 inches. The ultrasonic sensors used having two parts transmitter and receiver for transmission and reception of signals. The echoes to be send from transmitter by using high frequency oscillator and the reflected echoes of the object are received by the receiver. All these circuitry or firmware needs to be updated before the system load all its input and output peripherals and also need power supply of 3.0 w. Fig 1: Block Diagram of System III. Hardware Component The hardware components are shown in above figure is mentioned below: 1. Ultrasonic Sensors The work of the ultrasonic sensors in the field of robotics is adorable based on application such as the measurement of the proximity of objects [7]. The Parallax ultrasonic distance sensor provides precise, non- contact distance measurements from about 2 cm (0.8 inches) to 3 meters (3.3 yards). It is very easy to connect to BASIC Stamp® or Javelin Stamp microcontrollers or other development boards. The sensor works by transmitting an ultrasonic (well above human hearing range) burst and providing an output pulse that corresponds to the time required for the burst echo to return to the sensor. By measuring the echo pulse width the distance to target can easily be calculated. The time-of-flight (TOF) information of the transmitted pulse is used for the calculation of distance between two vehicles [1]. Surface profile determination by spatial voting and target classification by multiple reflections were studied with the help of intelligent processing of TOF measurements and necessary calculations are done. By multiplying the time between pulse and echo t (in seconds) with speed of sound c, you will get twice the distance d to the object in meters (since the sound travelled the distance twice to get to the object and bounce back). The accuracy of the distance measurement is directly proportional to the accuracy of the speed of sound used in the calculation. The structure and type of ultrasonic sensor used is shown in figure below:
  • 3. Literature on safety module for vehicular driver assistance DOI: 10.9790/2834-10127579 www.iosrjournals.org 77 | Page Fig 2: Dimensions of Ultrasonic Sensor 1.1 Features • Supply Voltage – 5 VDC • Supply Current – 30 mA typ; 35 mA max • Range – 2 cm to 3 m (0.8 in to 3.3 yrds) • Input Trigger – positive TTL pulse, 2 uS min, 5 μs typ. • Echo Pulse – positive TTL pulse, 115 uS to 18.5 ms • Echo Hold-off – 750 μs from fall of Trigger pulse • Burst Frequency – 40 kHz for 200 μs • Burst Indicator LED shows sensor activity • Delay before next measurement – 200 μs As per the figure the dimensions of the ultrasonic sensors are shown which are – 22 mm H x 46 mm W x 16 mm D (0.84 in x 1.8 in x 0.6 in). 1.2 Theory Of Operation The sensor detects objects by emitting a short ultrasonic burst and then "listening" for the echo. Under control of a host microcontroller (trigger pulse), the sensor emits a short 40 kHz (ultrasonic) burst. This burst travels through the air at about 1130 feet per second, hits an object and then bounces back to the sensor. The sensor provides an output pulse to the host that will terminate when the echo is detected; hence the width of this pulse corresponds to the distance to the target. The distance between the object is calculated by equation given above. Fig 3: Response time of Ultrasonic Sensor
  • 4. Literature on safety module for vehicular driver assistance DOI: 10.9790/2834-10127579 www.iosrjournals.org 78 | Page 1.3 Test Data Overview The test data on the following pages is based on the sensor, tested in the Parallax lab, while connected to a BASIC Stamp microcontroller module. The test surface was a linoleum floor, so the sensor was elevated to minimize floor reflections in the data. All tests were conducted at room temperature, indoors, in a protected environment. The target was always centered at the same elevation as the sensors. Fig 4: Detection by Ultrasonic Sensors 2. Camera Module VGA web camera of 0.3 megapixels is used. The VGA camera can able to give an image of resolution of 640*480 pixels. The development board support broad range of standards in terms of megapixels but due to performance constraints and cost issues we have used VGA camera of 0.3 megapixels. The frame rate of the camera is set at 30 fps. The camera is used for the surveillance and edge detection system. 3. Raspberry Pi The model used for the raspberry pi is model B+ which named as BCM2835. The development board is the heart of the system and consists of BCM Audio-Video codec for the GPIO and having ARM 11 processor with frequency of 700 MHz .The structure of Raspberry Pi model is shown in figure below: Fig 5: Diagrammatic overview of Raspberry Pi 2.1 Overview BCM2835 contains the following peripherals which may safely be accessed by the ARM: • Timers • Interrupt controller • GPIO • USB • PCM / I2S • DMA controller • I2C master • I2C / SPI slave • SPI0, SPI1, SPI2
  • 5. Literature on safety module for vehicular driver assistance DOI: 10.9790/2834-10127579 www.iosrjournals.org 79 | Page • PWM • UART0, UART1 3. Indicators The indicators are used basically to notify the person sitting inside the car that weather the other vehicle is near or far to the user vehicle. The status of the indicator is shown by the LED blinking and with a sound of alarm if moving outside the lane. 4. Lcd Screen The LCD screens are used to monitor the front side of the vehicle. They are also playing major role in displaying the distance between two vehicle calculated by ARM processor with the help of ultrasonic sensors. IV. Software Implementation The programs in raspberry pi model are executed in LX terminal which is a command prompt for Linux kernel. The programming language used is python which cannot be able to execute the programs directly and need to install some packages as follows: 1. Installation Of Packages The installation packages are nothing but the libraries in the python which need to be updated and installed before starting any executions. They include libraries such as libraries for peripheral devices like camera, video player, codec libraries etc. The commands for these libraries to access are as follows: $sudo apt-get install python, $sudo apt-get install update, $sudo apt-get install fswebcam, $sudo service motion stop/start, $sudo Ifconfig, $sudo lsusb. All the above commands are required for the configuring python libraries, installing updates, installing drivers for camera, to start or stop camera service, to check transmission and reception of data and status of the peripheral devices connected to the development board. 2. Image Capture From Webcamera After that we can capture the image from the camera by using some commands. The command uses fswebcam library to access the camera of video type YUYV of resolution 480*640 pixels. The name of image is saves as camera1 with (.jpg) extension and the image is stored in place specified in the command line address. V. Conclusion The raspberry pi development board is an efficient circuit with greater capabilities and can fulfill the operations satisfactorily required for the driver assistance system. The circuit works efficiently with other peripherals like camera and is basically designed for real-time applications. This system works with anti- collision system and lane departure system for the safety of the vehicle in crucial traffic conditions. In future work, a GPS module can be added to the circuit to periodically notify the user status when in problem to the nearest control room. The driver assistance have broad sense of application and this project only implements a part of that but the most important thing is, it reduces the fabrication cost of the system which will be 3-4 times more when used by other development board. References [1]. Ying-Wen Bai, Chen-Chien Cheng and Zi-Li Xie „‟Use of Ultrasonic Signal Coding and PIR Sensors to Enhance the Sensing Reliability of an Embedded Surveillance System „International Jthisnal of Computer Applications Volume 95– No.16, June 2014. [2]. Minakshee M.Patil and Narayan Pandharinath Pawar, “Driver Assistance System based on Raspberry Pi”, International Jthisnal of Computer Applications Volume 95– No.16, June 2014. [3]. Florian Janda, Sebastian Pangerl, Andreas Schindler, “A Road Edge Detection Approach for Marked and Unmarked Lanes Based on Video and Radar‟‟, 16th International Conference on Information Fusion Istanbul, Turkey, July 9-12, 2013. [4]. “Dynamic Vehicle Full-view Driver Assistance System in Vehicular Networks”, Second International Conference on Robot, Vision and Signal Processing, 2013. [5]. John golias, george yannis and constantinos Antoniou, “Classification of driver-assistance systems according to their impact on road safety and traffic efficiency”, transport reviews, vol. 22, no. 2, 179±196, 2002. [6]. Hf. Bennamoun, “edge detection: problems and solutions”,0-7SO3-4053-1/97/$10.OQ@1997 IEEE, 3164-3169, 1997.Choon- Young Lee, Ho-Gun Choi, Jun-Sik Park, “Collision Avoidance by the Fusion of Different Beam-width Ultrasonic Sensors” 0- 7SO3-4053-1/97/$10.OQ @ 1997 IEEE.