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ECWAY TECHNOLOGIES 
IEEE PROJECTS & SOFTWARE DEVELOPMENTS 
OUR OFFICES @ CHENNAI / TRICHY / KARUR / ERODE / MADURAI / SALEM / COIMBATORE 
BANGALORE / HYDRABAD 
CELL: 9894917187 | 875487 1111/2222/3333 | 8754872111 / 3111 / 4111 / 5111 / 6111 
Visit: www.ecwayprojects.com Mail to: ecwaytechnologies@gmail.com 
CHANGES IN THE CORRELATION BETWEEN EYE 
ANDSTEERING MOVEMENTS INDICATE DRIVER 
DISTRACTION 
ABSTRACT: 
Driver distraction represents an increasingly important contributor to crashes and 
fatalities. Technology that can detect and mitigate distraction by alerting distracted drivers 
could play a central role in maintaining safety. Based on either eye measures or driver 
performance measures, numerous algorithms to detect distraction have been developed. 
Combining both eye glance and vehicle data could enhance distraction detection. The goal of 
this paper is to evaluate whether changes in the eye–steering correlation structure can indicate 
distraction. 
Drivers performed visual, cognitive, and cognitive/visual tasks while driving in a 
simulator. The auto- and cross-correlations of horizontal eye position and steering wheel 
angle show that eye movements associated with road scanning produce a low eye–steering 
correlation. However, even this weak correlation is sensitive to distraction. Time lead 
associated with the maximum correlation is sensitive to all three types of distraction, and the 
maximum correlation coefficient is most strongly affected by off-road glances. These results 
demonstrate that eye–steering correlation statistics can detect distraction and differentiate 
between types of distraction. 
EXISTING SYSTEM: 
DRIVER distraction is an important safety problem. Analysis of naturalistic data 
suggests distraction contributes to approximately 43% of motor vehicle crashes and 27% of 
near crashes. Analysis of fatal crashes shows that driver distraction contributed to an
increasing proportion of crashes (i.e., 10% in 2005 and 16% in 2009, for a total of 5474 
distractionrelatedfatalities in 2009). This increase may reflect the rapidly developing in-vehicle 
technology and other electronic devices that place additional demands on drivers and 
might lead to distraction and diminished capacity to perform driving tasks. This situation 
threatens safe driving. Technology that can detect and mitigate distraction by providing 
drivers with feedback and alerts could play a central role in maintaining safety. 
PROPOSED SYSTEM 
In this paper, we are going to detect distraction based on visual behavior or driving 
performance. Identifying driver distraction in real time to predict dangerous situations 
associated with breakdowns in lane keeping control is a critical challenge in these systems’ 
design. For this purpose, it would be useful to define the relationship between visual behavior 
and vehicle control. Distraction might change the relationship between glance patterns and 
steering that lead to breakdowns in vehicle control, resulting in lane departures. Changes in 
this visual behavior–vehicle control relationship might indicate distraction. Thus, it is crucial 
to evaluate this relationship for normal (non-distracted) driving and examine if it changes 
with distraction. 
The perception–action control process plays a central role in driving, and a strong 
eye–steering correlation associated with this control process has been observed on curvy 
roads. This paper evaluates the eye–steering correlation on a straight road with the 
assumption that it might show a qualitatively and quantitatively different relationship 
compared with curvy roads and that it might be sensitive to distraction. 
HARDWARE REQURIMENT 
 Steering Angle Sensor 
 Arm Microcontroller 
 Bluetooth 
 Pc 
 Android Mobile Phone 
SOFTWARE REQURIMENT
 Visual Studio 
 Flash Magic 
BLOCK DIAGRAM 
Steering Angle ARM Controller 
PC with .NET Application 
Bluetooth 
Sensor
Changes in the correlation between eye and steering movements indicate driver distraction

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Changes in the correlation between eye and steering movements indicate driver distraction

  • 1. ECWAY TECHNOLOGIES IEEE PROJECTS & SOFTWARE DEVELOPMENTS OUR OFFICES @ CHENNAI / TRICHY / KARUR / ERODE / MADURAI / SALEM / COIMBATORE BANGALORE / HYDRABAD CELL: 9894917187 | 875487 1111/2222/3333 | 8754872111 / 3111 / 4111 / 5111 / 6111 Visit: www.ecwayprojects.com Mail to: ecwaytechnologies@gmail.com CHANGES IN THE CORRELATION BETWEEN EYE ANDSTEERING MOVEMENTS INDICATE DRIVER DISTRACTION ABSTRACT: Driver distraction represents an increasingly important contributor to crashes and fatalities. Technology that can detect and mitigate distraction by alerting distracted drivers could play a central role in maintaining safety. Based on either eye measures or driver performance measures, numerous algorithms to detect distraction have been developed. Combining both eye glance and vehicle data could enhance distraction detection. The goal of this paper is to evaluate whether changes in the eye–steering correlation structure can indicate distraction. Drivers performed visual, cognitive, and cognitive/visual tasks while driving in a simulator. The auto- and cross-correlations of horizontal eye position and steering wheel angle show that eye movements associated with road scanning produce a low eye–steering correlation. However, even this weak correlation is sensitive to distraction. Time lead associated with the maximum correlation is sensitive to all three types of distraction, and the maximum correlation coefficient is most strongly affected by off-road glances. These results demonstrate that eye–steering correlation statistics can detect distraction and differentiate between types of distraction. EXISTING SYSTEM: DRIVER distraction is an important safety problem. Analysis of naturalistic data suggests distraction contributes to approximately 43% of motor vehicle crashes and 27% of near crashes. Analysis of fatal crashes shows that driver distraction contributed to an
  • 2. increasing proportion of crashes (i.e., 10% in 2005 and 16% in 2009, for a total of 5474 distractionrelatedfatalities in 2009). This increase may reflect the rapidly developing in-vehicle technology and other electronic devices that place additional demands on drivers and might lead to distraction and diminished capacity to perform driving tasks. This situation threatens safe driving. Technology that can detect and mitigate distraction by providing drivers with feedback and alerts could play a central role in maintaining safety. PROPOSED SYSTEM In this paper, we are going to detect distraction based on visual behavior or driving performance. Identifying driver distraction in real time to predict dangerous situations associated with breakdowns in lane keeping control is a critical challenge in these systems’ design. For this purpose, it would be useful to define the relationship between visual behavior and vehicle control. Distraction might change the relationship between glance patterns and steering that lead to breakdowns in vehicle control, resulting in lane departures. Changes in this visual behavior–vehicle control relationship might indicate distraction. Thus, it is crucial to evaluate this relationship for normal (non-distracted) driving and examine if it changes with distraction. The perception–action control process plays a central role in driving, and a strong eye–steering correlation associated with this control process has been observed on curvy roads. This paper evaluates the eye–steering correlation on a straight road with the assumption that it might show a qualitatively and quantitatively different relationship compared with curvy roads and that it might be sensitive to distraction. HARDWARE REQURIMENT  Steering Angle Sensor  Arm Microcontroller  Bluetooth  Pc  Android Mobile Phone SOFTWARE REQURIMENT
  • 3.  Visual Studio  Flash Magic BLOCK DIAGRAM Steering Angle ARM Controller PC with .NET Application Bluetooth Sensor