Embed Size (px)
DESCRIPTION
This system describes a method to monitor driver safety by analyzing information related to fatigue using two distinct methods: eyes movement monitoring and bio-signal processing. A monitoring system is designed in Android-based smartphone where it receives sensory data via wireless sensor network and further processes the data to indicate the current driving aptitude of the driver. Bio-signal sensor is used to gather the driver photoplethysmograph (PPG) signal. A dynamic Bayesian network (DBN) framework is used for the driver fatigue evaluation. A warning alarm is sounded if driver fatigue is believed to reach a defined threshold
Citation preview
ZEBROS PROJECTS
Office Address: No 4 / Flat No 3D, Sai Kiran Apts, First Main Road, Kasturba Nagar, Chennai-20 web: www.zebros.in e mail : [email protected] mob: 99400 98300
WAY TO YOUR GOAL
EMBEDDED SYSTEM PROJECTS
FINAL YEAR PROJECTS
IEEE PROJECTS 2013-2014
CONTACT: 9940098300, 9500075001
E-Mail:[email protected]
ZEBROS PROJECTS
Office Address: No 4 / Flat No 3D, Sai Kiran Apts, First Main Road, Kasturba Nagar, Chennai-20 web: www.zebros.in e mail : [email protected] mob: 99400 98300
DRIVER ALERTNESS MONITORING USING FUSION OF
FACIAL FEATURES AND BIO-SIGNALS
ABSTRACT
This system describes a method to monitor driver safety by analyzing
information related to fatigue using two distinct methods: eyes movement monitoring
and bio-signal processing. A monitoring system is designed in Android-based
smartphone where it receives sensory data via wireless sensor network and further
processes the data to indicate the current driving aptitude of the driver. Bio-signal
sensor is used to gather the driver photoplethysmograph (PPG) signal. A dynamic
Bayesian network (DBN) framework is used for the driver fatigue evaluation. A
warning alarm is sounded if driver fatigue is believed to reach a defined threshold.
EXISTING SYSTEM:
Existing system uses a latent variable to represent the attributes of individual
drivers for recognizing the emotional state of drivers using four sensors,
specifically for respiration, skin conductance, temperature, and blood pressure.
A traffic-simulation model in which a vehicle is equipped with an adaptive
cruise-control (ACC) and lane-departure warning (LDW) system to monitor
driver behavior in a real traffic environment.
ZEBROS PROJECTS
Office Address: No 4 / Flat No 3D, Sai Kiran Apts, First Main Road, Kasturba Nagar, Chennai-20 web: www.zebros.in e mail : [email protected] mob: 99400 98300
BLOCK DIAGRAM:
CONTACT: ZEBROS PROJECTS
PHONE: 9940098300, 9500075001
PROPOSED SYSTEM:
The growth of sensor technology and network-based information technology has
expanded the reach of wireless sensor networks into numerous areas such as
healthcare, remote control, wildlife habitat monitoring, military explosive detection,
intelligent home monitoring, and environment observation and forecasting system. On
the other hand, the recent increase in traffic accidents is possibly caused by driver
distraction and low attention during driving. Cooperative efforts between the
government and private sectors have been attempted to reduce the number of traffic
accidents by proposing numerous types of approaches. Intelligent transport systems are
promoted by integrating the sensor technology into the transport to measure the driver
alertness level.
There are four significant modules consisting of hardware design and software
implementation that build up the complete system for driver fatigue monitoring.
Those modules are biomedical-sensor, video-sensor, information fusion, and
smartphone programming in Android platform.
The smartphone system gathers the biomedical signals and image frames via
RS232 serial port and USB port respectively. Information is extracted using the
received data and further given as inputs to the DBN system. The DBN delivers
the final output as the level of driver alertness in probabilistic value. The
warning is sounded to the driver if the output reached defined threshold.
ZEBROS PROJECTS
Office Address: No 4 / Flat No 3D, Sai Kiran Apts, First Main Road, Kasturba Nagar, Chennai-20 web: www.zebros.in e mail : [email protected] mob: 99400 98300
The driver PPG signal is obtained using a pulse oximeter that measures the
changes in light absorption under a finger skin. The PPG sensor contains an
infrared light-emitting diode (LED) in 940 nm wavelength and a PIN photodiode
that measure the amount of light reflected from the LED.
ADVANTAGE
Low power
Less noise
Good efficiency
APPLICATIONS
Automobiles applications
Security Applications
ZEBROS PROJECTS
SOFTWARE BASED HARDWARE BASED
Networking VLSI
Data Mining Mat lab
Grid Computing Robotics
Network Security Embedded
Image Processing Bio Medical
Web Applications Power Systems
Mobile Computing Power Electronics
Software Engineering Java with Embedded
Cloud Computing Android
ZEBROS PROJECTS
Office Address: No 4 / Flat No 3D, Sai Kiran Apts, First Main Road, Kasturba Nagar, Chennai-20 web: www.zebros.in e mail : [email protected] mob: 99400 98300
What is IEEE?
The Institute of Electrical and Electronics Engineers or IEEE (read eye-triple-e) is Incorporated in the State of New York, United States. It was formed in 1963 by the merger of the Institute of Radio Engineers (IRE, founded 1912) and the American Institute of Electrical Engineers (AIEE, founded 1884). A membership organization comprised of engineers, scientists and students that sets standards for computers and communications. It is a nonprofit organization with more than 365,000 members in around 150 countries.
The IEEE describes itself as "the world's largest technical professional society -- promoting the development and application of electro technology and allied sciences for the benefit of humanity, the advancement of the profession, and the well-being of our members."
Why IEEE based projects?
It grantees for standard
It assured latest solution for problems
It delivers new patented technologies at an ever-increasing pace
It access world-class technical information provided by the IEEE and cut down your
research time.
OUR FEATURES
24*7 Call Support
Project Execution through Remote System
20 Days Technical classes taken by Corporate Trainer
Unlimited Project & Technical Support through your academic
Project software Installation support
ZEBROS PROJECTS
Office Address: No 4 / Flat No 3D, Sai Kiran Apts, First Main Road, Kasturba Nagar, Chennai-20 web: www.zebros.in e mail : [email protected] mob: 99400 98300
PROJECT SUPPORT
0th Review 1st Review
Abstract Existing System Disadvantages Proposed System Advantages Objective System Requirements System Architecture
Literature Survey Module List Module Description Data Flow Diagram Level DFD Module Wise DFD Problem Definition Review Document Explanation
2nd Review 3rd Review
Use case Diagram Class Diagram Collaboration Diagram Sequence Diagram Activity Diagram Testing & test cases Partial Code Screenshot for First two
module Review Document Explanation
Conclusion References Future Enhancement 65% code (Executable Format) Required Software Review Document Explanation
Final Review
Complete Code with Enhancement
Final Document (University Standard Format)
Complete Explanation for Project Concept & Code
![Driver Alertness Detection System [DADS.] executive presentation](https://img.pdfslide.us/doc/110x75/547ac4c8b4af9f66518b45ce/driver-alertness-detection-system-dads-executive-presentation.jpg)
