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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1468
DEVELOPEMET OF AN INTELLIGENT STEERING SYSTEM FOR REDUCING
ACCIDENTS DUE TO DROWSY DRIVING & FATIGUE
Patil Kishor Balkrishna [1], Pawar Hameed Husain T.A [2], Sumthane Vaibhav B [3],
Mavale Shreekar S[4], Prof. Praveen K Mali[5]
Student of B.E.Mechanical,G.H.RaisoniC.O.E.M.,Chas,Ahmednagar,Maharashtra,India[1],[2] &,[3][4]
Professor, G.H.Raisoni C.O.E.M., Chas, Ahmednagar, Maharashtra, India[5]
---------------------------------------------------------------------***-------------------------------------------------------
Abstract:
The reasons that an accident happen is because the driver
falls asleep while driving. The accident happened is
unexpected think of routine people. In earlier days vehicles
were equipped with the alarms which were using motion
detector, image processing or by detection of sidelines of
road. According to study on human behavioral changes
while sleeping, loosening of hand grip (muscle relaxation) &
pulse rate lowering takes earlier to the changes of face
images or eyelid closing. So by considering this facts &
researches, by using the distributed pressure sensor & pulse
rate sensor we are trying to decrease response time of the
system than earlier systems & give that output to driver’s
seat to awake the driver as early as possible to prevent
accidents. the device is functioning when the signal is detect
from human body of driver which has been falls asleep while
driving , giving the warning to the driver that will get a
sudden shock to give more concentration when driving. That
will prevent the driver falling asleep with careful
consideration of the consequences.
Keywords:-
Intelligent steering system, Distributed gap sensor, fatigue,
sleeps disorder, excessive sleepiness and accidents.
1. INTRODUCTION
The main cause of road accidents happening daily is the
driver falls asleep while driving. It is well recognized that
driver fatigue is a contributing factor in a large number of
road accidents. Thus, developing intelligent systems for
driver’s vigilance level is becoming a central issue in the
field of active safety research and development. This
innovative project is to be undertaken based on highly
involved electronic engineering principles and application.
The technology is based on the fact that when people drive
and are reasonably alert, they're constantly applying
pressure to the wheel and moving their hands along it. If
someone should fall asleep and have a heart attack or
otherwise lose consciousness, that pressure will lessen
and their hands will move less. Human body signal
transmitted and detected in relation to the state of
consciousness will be analyzed and correlated for the
purpose of the system design and application.
However, a promising approach can be found in
considering the data available at the interface between
driver and vehicle. Particular, the grip force that a driver
applies to the steering wheel has been used in driver’s
hypo vigilance detection systems. It is important to notice
that the effectiveness of such systems can significantly be
improved through the fusion of different kinds of data. The
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1469
purpose of anti-sleep device for drivers via intelligent
steering system is to give warning to the driver from
falling asleep while driving. The function of device is
detecting human motion when falling asleep such as the
relaxation of muscles, loosening of hand grip, slowing of
brain activity, slowing of heartbeat or pulse rate closing of
the eyes, head bending forward. When the system detects
this signals from human body, it will interpret the driver is
falling asleep and will trigger a signal to the receiver or
detector. In the detector there is a vibrating mechanism to
driver’s seat &alarm in the form of buzzer being
incorporated for passengers when the signal is detected
from transmitter, the seat will vibrate to aware the driver
&the buzzer will sound thus awaking other passengers
also.
2. LITERATURE REVIEW:
NORNADIA BINTI JUREMI [Faculty of Computer and
Electronics Engineering University of technical of Malaysia
Melaka]
The project is about developing the anti-sleep device for
any drivers via motion Detector that has using the
principles of electronic.
Lyznicki, Doege, Davis and Williams, 1998the effects of
sleepiness and fatigue are very much the same. Studies in
the psychological literature have linked sleepiness and
fatigue to decreases in vigilance, reaction time, memory,
psychomotor coordination, information processing, and
decision making.
3. STEERING WHEEL DISTRIBUTED SENSOR
Our main objective is to integrate a distributed sensor
network into the steering wheel, as shown in Fig. 1. Each
unit of the distributed sensor network cosist of a small
microcontroller, which is monitoring the actual sensing
element and transmitting the local data over the sensor
chain. Adopting a distributed sensor network approach,
the wire a set of straps and fittings of the overall sensor
and its combination into the steering wheel is dramatically
simplified
Fig.1. Steering wheel distributed sensor.
Fig. shows a proposed application scenario of the
distributed sensor network, in which 16 units are spilled
all over it, so that a good spatial resolution is obtained. In
the considered scenario, the first element of the sensor
chain is connected to the Steering Wheel ECU. Sharing of
data relevant to driver’s fatigue detection, which can be
performed by either the Steering Wheel ECU, or another
ECU specifically devoted to active safety. As far as the
sensor network management is concerned, each unit owns
a unique address, which is assigned to it during the
configuration phase. The Steering Wheel ECU can retrieve
the data related to a given unit by providing the reading
command together with the unit address.
It is also possible to broadcast a command, which does not
require a reply, using a general address so that the
command is handled by all the units at the same time. This
is useful for activating the acquisition of the sensing
elements by all the units simultaneously. In this work we
focused our efforts on the measuring of the grip force
applied to the steering wheel. As sensing element we
investigated the possibility of using the capacitor that is
introduced by the presence of the hands whose value can
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1470
change with the pressure applied to the steering wheel.
The sensing capacitor is inserted in a free running
oscillator, whose frequency can easily be measured by the
microcontroller.
Fig.2 (a)
Capacitiv
e sensing
element.
(b) And
(c)
Electrical models in the absence and presence of the
driver’s hand respectively.
Fig.3 Complete circuit for main system
The grip force measured by the potentiometer will be sent
to the AT89C51 microcontroller for the next process. Force
for left hand and right hand of the driver and vibration
status either switch on or switch off.
There is two outputs system for this module,
buzzer and vibrator of the seat. The high frequency buzzer
was used in this project because it can interrupt the
attentiveness of driver when him/her getting sleepy or
fatigue while driving. So, the driver’s will put lots of
attention while driving to prevent this buzzer from
activated. The chip AT89C51 will encode the data and
driver will get aware.
According to the block diagram in Fig. generally main
system supply by two input sensors. The input sensors
consist of distributed gap sensor and pulse rate sensor.
Potentiometer was mounted around the outer steering
surface. Each of this sensor were covered half of the
steering surface. Then, the output terminal of the sensor
will pass through the amplifier circuit to amplify the lower
signal generated by this sensor when some hand forces act
on the steering. After that, the output signals that already
amplified were connected to the analog input AT89C51
microcontroller. When the vehicle speed reaches the
certain threshold speed, all the system will automatically
activated.
REFERENCES
[1] Q. Wang, J. Yang, M. Ren, and Y. Zheng, “Driver
fatigue detection: A survey,” in Proc. 6th World
Congress on Intelligent Control and Automation
[WCICA 2006], vol. 2, June 2006, pp. 8587–8591.
[2] X. Fan, B. Yin, and Y. Sun, “Nonintrusive driver
fatigue detection, “in Proc. IEEE Int’l Conf. on
Networking, Sensing and Control [ICNSC2008],
April 2008, pp. 905–910.
[3] Q. Ji, Z. Zhu, and P. Lan, “Real-time nonintrusive
monitoring and prediction of driver fatigue,” IEEE
Trans. Veh. Technol., vol. 53, no. 4, pp. 1052–1068,
July 2004.
[4] Y. Lin, H. Leng, G. Yang, and H. Cai, “An intelligent
noninvasive sensor for driver pulse wave
measurement,” IEEE Sensors J., vol. 7, no. 5,
pp.790–799, May 2007.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056
Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1471
[5] J. Healey and R. Picard, “Detecting stress during
real-world driving tasks using physiological
sensors,” IEEE Trans. Intel. Transp. Syst., vol. 6,no.
2, pp. 156–166, June 2005.
BIOGRAPHIES
“Patil Kishor B
studying in B.E.
Mechanical, G.H Raisoni
COEM, chas
,Ahmednagar,
Maharashtra, India”
“Pawar Hameed
Husain T. A. studying
in B.E. Mechanical, G.H
Raisoni COEM, chas,
Ahmednagar,
Maharashtra, India”
“Sumthane Vaibhav
B. studying in B.E.
Mechanical, G.H
Raisoni COEM, chas,
Ahmednagar,
Maharashtra, India”
“Mavale Shreekar S
studying in B.E.
Mechanical, G.H
Raisoni COEM, chas,
Ahmednagar,
Maharashtra ,India”
Prof. Praveen Kiran
Mali Is working in
GHRCOEM Savitribai
phule pune university.
He has completed
M.Tech in Mechanical
Design .He has
published 14 research
papers in various
international journals
and also published the
book “Design of
machine elements by
using maize thresher”
in Lambert academic
publishing Germany
recently. He is member
of professional bodies
like ISTE, IAENG etc.
He has also work
experience in
automobile industry
about instrument
cluster, Fuel level
sensor etc. and design
fixture for Mahindra &
Mahindra cluster.

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Development of an intelligent steering system for reducing accidents due to drowsy driving & fatigue

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1468 DEVELOPEMET OF AN INTELLIGENT STEERING SYSTEM FOR REDUCING ACCIDENTS DUE TO DROWSY DRIVING & FATIGUE Patil Kishor Balkrishna [1], Pawar Hameed Husain T.A [2], Sumthane Vaibhav B [3], Mavale Shreekar S[4], Prof. Praveen K Mali[5] Student of B.E.Mechanical,G.H.RaisoniC.O.E.M.,Chas,Ahmednagar,Maharashtra,India[1],[2] &,[3][4] Professor, G.H.Raisoni C.O.E.M., Chas, Ahmednagar, Maharashtra, India[5] ---------------------------------------------------------------------***------------------------------------------------------- Abstract: The reasons that an accident happen is because the driver falls asleep while driving. The accident happened is unexpected think of routine people. In earlier days vehicles were equipped with the alarms which were using motion detector, image processing or by detection of sidelines of road. According to study on human behavioral changes while sleeping, loosening of hand grip (muscle relaxation) & pulse rate lowering takes earlier to the changes of face images or eyelid closing. So by considering this facts & researches, by using the distributed pressure sensor & pulse rate sensor we are trying to decrease response time of the system than earlier systems & give that output to driver’s seat to awake the driver as early as possible to prevent accidents. the device is functioning when the signal is detect from human body of driver which has been falls asleep while driving , giving the warning to the driver that will get a sudden shock to give more concentration when driving. That will prevent the driver falling asleep with careful consideration of the consequences. Keywords:- Intelligent steering system, Distributed gap sensor, fatigue, sleeps disorder, excessive sleepiness and accidents. 1. INTRODUCTION The main cause of road accidents happening daily is the driver falls asleep while driving. It is well recognized that driver fatigue is a contributing factor in a large number of road accidents. Thus, developing intelligent systems for driver’s vigilance level is becoming a central issue in the field of active safety research and development. This innovative project is to be undertaken based on highly involved electronic engineering principles and application. The technology is based on the fact that when people drive and are reasonably alert, they're constantly applying pressure to the wheel and moving their hands along it. If someone should fall asleep and have a heart attack or otherwise lose consciousness, that pressure will lessen and their hands will move less. Human body signal transmitted and detected in relation to the state of consciousness will be analyzed and correlated for the purpose of the system design and application. However, a promising approach can be found in considering the data available at the interface between driver and vehicle. Particular, the grip force that a driver applies to the steering wheel has been used in driver’s hypo vigilance detection systems. It is important to notice that the effectiveness of such systems can significantly be improved through the fusion of different kinds of data. The
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1469 purpose of anti-sleep device for drivers via intelligent steering system is to give warning to the driver from falling asleep while driving. The function of device is detecting human motion when falling asleep such as the relaxation of muscles, loosening of hand grip, slowing of brain activity, slowing of heartbeat or pulse rate closing of the eyes, head bending forward. When the system detects this signals from human body, it will interpret the driver is falling asleep and will trigger a signal to the receiver or detector. In the detector there is a vibrating mechanism to driver’s seat &alarm in the form of buzzer being incorporated for passengers when the signal is detected from transmitter, the seat will vibrate to aware the driver &the buzzer will sound thus awaking other passengers also. 2. LITERATURE REVIEW: NORNADIA BINTI JUREMI [Faculty of Computer and Electronics Engineering University of technical of Malaysia Melaka] The project is about developing the anti-sleep device for any drivers via motion Detector that has using the principles of electronic. Lyznicki, Doege, Davis and Williams, 1998the effects of sleepiness and fatigue are very much the same. Studies in the psychological literature have linked sleepiness and fatigue to decreases in vigilance, reaction time, memory, psychomotor coordination, information processing, and decision making. 3. STEERING WHEEL DISTRIBUTED SENSOR Our main objective is to integrate a distributed sensor network into the steering wheel, as shown in Fig. 1. Each unit of the distributed sensor network cosist of a small microcontroller, which is monitoring the actual sensing element and transmitting the local data over the sensor chain. Adopting a distributed sensor network approach, the wire a set of straps and fittings of the overall sensor and its combination into the steering wheel is dramatically simplified Fig.1. Steering wheel distributed sensor. Fig. shows a proposed application scenario of the distributed sensor network, in which 16 units are spilled all over it, so that a good spatial resolution is obtained. In the considered scenario, the first element of the sensor chain is connected to the Steering Wheel ECU. Sharing of data relevant to driver’s fatigue detection, which can be performed by either the Steering Wheel ECU, or another ECU specifically devoted to active safety. As far as the sensor network management is concerned, each unit owns a unique address, which is assigned to it during the configuration phase. The Steering Wheel ECU can retrieve the data related to a given unit by providing the reading command together with the unit address. It is also possible to broadcast a command, which does not require a reply, using a general address so that the command is handled by all the units at the same time. This is useful for activating the acquisition of the sensing elements by all the units simultaneously. In this work we focused our efforts on the measuring of the grip force applied to the steering wheel. As sensing element we investigated the possibility of using the capacitor that is introduced by the presence of the hands whose value can
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1470 change with the pressure applied to the steering wheel. The sensing capacitor is inserted in a free running oscillator, whose frequency can easily be measured by the microcontroller. Fig.2 (a) Capacitiv e sensing element. (b) And (c) Electrical models in the absence and presence of the driver’s hand respectively. Fig.3 Complete circuit for main system The grip force measured by the potentiometer will be sent to the AT89C51 microcontroller for the next process. Force for left hand and right hand of the driver and vibration status either switch on or switch off. There is two outputs system for this module, buzzer and vibrator of the seat. The high frequency buzzer was used in this project because it can interrupt the attentiveness of driver when him/her getting sleepy or fatigue while driving. So, the driver’s will put lots of attention while driving to prevent this buzzer from activated. The chip AT89C51 will encode the data and driver will get aware. According to the block diagram in Fig. generally main system supply by two input sensors. The input sensors consist of distributed gap sensor and pulse rate sensor. Potentiometer was mounted around the outer steering surface. Each of this sensor were covered half of the steering surface. Then, the output terminal of the sensor will pass through the amplifier circuit to amplify the lower signal generated by this sensor when some hand forces act on the steering. After that, the output signals that already amplified were connected to the analog input AT89C51 microcontroller. When the vehicle speed reaches the certain threshold speed, all the system will automatically activated. REFERENCES [1] Q. Wang, J. Yang, M. Ren, and Y. Zheng, “Driver fatigue detection: A survey,” in Proc. 6th World Congress on Intelligent Control and Automation [WCICA 2006], vol. 2, June 2006, pp. 8587–8591. [2] X. Fan, B. Yin, and Y. Sun, “Nonintrusive driver fatigue detection, “in Proc. IEEE Int’l Conf. on Networking, Sensing and Control [ICNSC2008], April 2008, pp. 905–910. [3] Q. Ji, Z. Zhu, and P. Lan, “Real-time nonintrusive monitoring and prediction of driver fatigue,” IEEE Trans. Veh. Technol., vol. 53, no. 4, pp. 1052–1068, July 2004. [4] Y. Lin, H. Leng, G. Yang, and H. Cai, “An intelligent noninvasive sensor for driver pulse wave measurement,” IEEE Sensors J., vol. 7, no. 5, pp.790–799, May 2007.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395 -0056 Volume: 04 Issue: 01 | Jan -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 1471 [5] J. Healey and R. Picard, “Detecting stress during real-world driving tasks using physiological sensors,” IEEE Trans. Intel. Transp. Syst., vol. 6,no. 2, pp. 156–166, June 2005. BIOGRAPHIES “Patil Kishor B studying in B.E. Mechanical, G.H Raisoni COEM, chas ,Ahmednagar, Maharashtra, India” “Pawar Hameed Husain T. A. studying in B.E. Mechanical, G.H Raisoni COEM, chas, Ahmednagar, Maharashtra, India” “Sumthane Vaibhav B. studying in B.E. Mechanical, G.H Raisoni COEM, chas, Ahmednagar, Maharashtra, India” “Mavale Shreekar S studying in B.E. Mechanical, G.H Raisoni COEM, chas, Ahmednagar, Maharashtra ,India” Prof. Praveen Kiran Mali Is working in GHRCOEM Savitribai phule pune university. He has completed M.Tech in Mechanical Design .He has published 14 research papers in various international journals and also published the book “Design of machine elements by using maize thresher” in Lambert academic publishing Germany recently. He is member of professional bodies like ISTE, IAENG etc. He has also work experience in automobile industry about instrument cluster, Fuel level sensor etc. and design fixture for Mahindra & Mahindra cluster.