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IEEE 2014 JAVA PROJECT
A SYSTEM FOR AUTOMATIC NOTIFICATION AND SEVERITY ESTIMATION OF AUTOMOTIVE
ACCIDENTS
ABSTRACT:
New communication technologies integrated into modern vehicles offer an opportunity
for better assistance to people injured in traffic accidents. Recent studies show how
communication capabilities should be supported by artificial intelligence systems capable of
automating many of the decisions to be taken by emergency services, thereby adapting the rescue
resources to the severity of the accident and reducing assistance time. To improve the overall
rescue process, a fast and accurate estimation of the severity of the accident represent a key point
to help emergency services better estimate the required resources. This paper proposes a novel
intelligent system which is able to automatically detect road accidents, notify them through
vehicular networks, and estimate their severity based on the concept of data mining and
knowledge inference. Our system considers the most relevant variables that can characterize the
severity of the accidents (variables such as the vehicle speed, the type of vehicles involved, the
impact speed, and the status of the airbag). Results show that a complete Knowledge Discovery in
Databases (KDD) process, with an adequate selection of relevant features, allows generating
estimation models that can predict the severity of new accidents. We develop a prototype of our
system based on off-the-shelf devices and validate it at the Applus+ IDIADA Automotive Research
Corporation facilities, showing that our system can notably reduce the time needed to alert and
deploy emergency services after an accident takes place.
ECWAY TECHNOLOGIES
IEEE PROJECTS & SOFTWARE DEVELOPMENTS
OUR OFFICES @ CHENNAI / TRICHY / KARUR / ERODE / MADURAI / SALEM / COIMBATORE
BANGALORE / HYDRABAD
CELL: +91 9894917187 | +91 875487 1111 / 2111 / 3111 / 4111 / 5111 / 6111
Visit: www.ecwayprojects.com Mail to: ecwaytechnologies@gmail.com
WHY CHOOSE US?
We ImplementYourOwn ProjectIdeas
We ProvideInnovativeReal Time ProjectsKits
Largest Collectionof MechanicalEngineeringProjects
Every Componentisexplainedin Detail forEasyUnderstanding
PortableProjectSizeforEasyHandlingandTransportation
OUR LATEST MECHANICAL PROJECT DOMAINS
QuadCopter-Rotor| Automobile| Hydraulic| Pneumatics| Fabrication Manufacturing | Mechatronics|
Robotics | Solar | Design/Simulation CAD/CAM | Thermal | Agriculture | Air Car | Electric Car | CNC
Laser Cutter| DrillingDepth Control Machine| 2DProgrammable CNC Drill | Design And Development
BlindStick| CompositeMaterial Carbon Fiber| LaserCutter| Parallel Manipulator| Pneumatic Pick And
Place 3 DOF | Uphill Water Pump Without Electricity | Solar Car | Solar Tracker | Snake Robot | Stair
Climbing| ServantRobot To Help Us | Speed Breaker Electricity | Wall Robot With Speech | Wind Mill
Bore Well Pump | Water Wheel Pump | Vertical Pipe Inspection Robot | Unmanned Ground Vehicle |
BoreWell ChildRescue| Spherical Wheel Robot | GravityElectric Power | Shrimp/Kinematic Machine |
Wall Climbing Etc.,
CONTACT US:
ECWAYTECHNOLOGIES
23/A,2nd Floor,SKS Complex,
OPP.BusStand,Karur-639 001.
TamilNadu ,India.Cell:+91 9894917187.
Website: www.ecwayprojects.com| www.ecwaytechnologies.com
Mail to: ecwaytechnologies@gmail.com.

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A system for automatic notification and severity estimation of automotive accidents

  • 1. IEEE 2014 JAVA PROJECT A SYSTEM FOR AUTOMATIC NOTIFICATION AND SEVERITY ESTIMATION OF AUTOMOTIVE ACCIDENTS ABSTRACT: New communication technologies integrated into modern vehicles offer an opportunity for better assistance to people injured in traffic accidents. Recent studies show how communication capabilities should be supported by artificial intelligence systems capable of automating many of the decisions to be taken by emergency services, thereby adapting the rescue resources to the severity of the accident and reducing assistance time. To improve the overall rescue process, a fast and accurate estimation of the severity of the accident represent a key point to help emergency services better estimate the required resources. This paper proposes a novel intelligent system which is able to automatically detect road accidents, notify them through vehicular networks, and estimate their severity based on the concept of data mining and knowledge inference. Our system considers the most relevant variables that can characterize the severity of the accidents (variables such as the vehicle speed, the type of vehicles involved, the impact speed, and the status of the airbag). Results show that a complete Knowledge Discovery in Databases (KDD) process, with an adequate selection of relevant features, allows generating estimation models that can predict the severity of new accidents. We develop a prototype of our system based on off-the-shelf devices and validate it at the Applus+ IDIADA Automotive Research Corporation facilities, showing that our system can notably reduce the time needed to alert and deploy emergency services after an accident takes place. ECWAY TECHNOLOGIES IEEE PROJECTS & SOFTWARE DEVELOPMENTS OUR OFFICES @ CHENNAI / TRICHY / KARUR / ERODE / MADURAI / SALEM / COIMBATORE BANGALORE / HYDRABAD CELL: +91 9894917187 | +91 875487 1111 / 2111 / 3111 / 4111 / 5111 / 6111 Visit: www.ecwayprojects.com Mail to: ecwaytechnologies@gmail.com
  • 2. WHY CHOOSE US? We ImplementYourOwn ProjectIdeas We ProvideInnovativeReal Time ProjectsKits Largest Collectionof MechanicalEngineeringProjects Every Componentisexplainedin Detail forEasyUnderstanding PortableProjectSizeforEasyHandlingandTransportation OUR LATEST MECHANICAL PROJECT DOMAINS QuadCopter-Rotor| Automobile| Hydraulic| Pneumatics| Fabrication Manufacturing | Mechatronics| Robotics | Solar | Design/Simulation CAD/CAM | Thermal | Agriculture | Air Car | Electric Car | CNC Laser Cutter| DrillingDepth Control Machine| 2DProgrammable CNC Drill | Design And Development BlindStick| CompositeMaterial Carbon Fiber| LaserCutter| Parallel Manipulator| Pneumatic Pick And Place 3 DOF | Uphill Water Pump Without Electricity | Solar Car | Solar Tracker | Snake Robot | Stair Climbing| ServantRobot To Help Us | Speed Breaker Electricity | Wall Robot With Speech | Wind Mill Bore Well Pump | Water Wheel Pump | Vertical Pipe Inspection Robot | Unmanned Ground Vehicle | BoreWell ChildRescue| Spherical Wheel Robot | GravityElectric Power | Shrimp/Kinematic Machine | Wall Climbing Etc.,
  • 3. CONTACT US: ECWAYTECHNOLOGIES 23/A,2nd Floor,SKS Complex, OPP.BusStand,Karur-639 001. TamilNadu ,India.Cell:+91 9894917187. Website: www.ecwayprojects.com| www.ecwaytechnologies.com Mail to: ecwaytechnologies@gmail.com.