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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 996
Motion Detection System for Security Using IoT- Survey
Pannaga Siri1, Dr.Ganesh D2
1Student, Department of MCA, Jain University, Bengaluru, Karnataka, India
2Assistant Professor, Department of MCA, Jain University, Bengaluru, Karnataka, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Because of the frequency and pervasiveness of
burglaries, an effective and dependable intrusion detection
system with an alarm system has become an absolute must.
Attacks against homes, workplaces, businesses, and banks are
becoming more common. Motion may now be detected as a
consequence of technological advancements by detecting a
change in the speed or vector of an item in the field of view.
Mechanical devices that physically interact with the field, as
well as electrical devices that measureandmonitorchangesin
the supplied environment, can be utilized to do this. The
motion detector is used in a wide range of applications, such
as home automation systems and energy efficiency systems.
This project employs an embedded microcontroller system
capable of detecting intrudermobilityinaconfinedregion and
activating an alarm system and motion detection system. A
passive infrared sensor, on the other hand, recognized the
person's mobility by utilizing the person's body heat. The
motion detector in this project is a passive infrared (PIR)
sensor coupled to a microcontroller that activates the alarm
system and any other associated output device to notify the
house owner. Early testing of the design confirmed that it
performed as planned.
1.INTRODUCTION
It must consider the conduct of persons who are attempting
to trespass or cause damage. The degree of protection from
danger, loss, and crime is referred to as security. Humans
have fought to defend their lives, property, and professions
throughout history. People's busy lifestyles need remote
control of their home equipment, which increases the need
for home monitoring. Now that we have everything, we can
develop something that would offer us with perfectsecurity.
The very beginning of this was a simple alarm system that
included warning suspicious actions at a low cost. An
embedded microcontroller system capable of detecting
intruder mobility in a limited area and activating an alarm
system and motion detection system. 24 hour monitoring,
difficult to hack, ability to operate doors, and motion sensor
are some of the common qualities of motion detection alarm
and security systems. Thepyroelectric gadget,whichdetects
motion by monitoring changes in the infrared levels emitted
by nearby objects, was employedinthisstudy.Themain goal
of this project work is to build a system that detects human
movement, buzzes an alert, and captures an image of the
intruder, which is then compared to the owner's image. This
is a well-organized and sophisticated intruder motion
detector alarm and security system that can identify the
presence of human bodies and quickly notify the owners.
This system offers a low-cost security system that may be
installed anywhere in the home.
2. RELATED WORK
a. USING SENSOR NETWORK IN MOTION DETECTION
BASEDON DEEPFULLCONVOLUTIONALNETWORKMODEL
by Qichang Xu
This study describes the limitations of traditional moving
target detection methods in complex background, such as
low detection precision and high complexity,andproposesa
moving-target detection based on sensor network without
taking into account the overall structure information of the
video frame image. To begin, a low-power motion detection
wireless sensor network node is established to capture
motion detection data in real time. Second, the video scene's
backdrop is quickly recovered using the time domain
averaging technique, and the video sequence and
background picture are channel-merged to form a deep full
convolutional network model. Finally, to distinguishmoving
objects, the network model is used to learn the deep
properties of the video picture and output the pixel-level
classification results. This method not only adapts to
complex video scenarios of varied sizes, butitalsoincludesa
simple background extraction mechanism that improves
detection performance dramatically.
b.MOTION DETECTION AND ANALYSIS WITH FOUR
DIFFERENT DETECTORS by Ching Yee Yong, Rubita
Sudirman and Kim Mey Chew
The authors define motion as a change in thespeedorvector
measurement of an item or objects in the field of vision.
Motion detection can be accomplished through the use of
electronic or mechanical devices that interact with or
measure changes in the supplied environment.Amonitoring
system is developed in this study by merging motion
detection technology with modified commonly known
algorithms written in C sharp and Matlab. The outcomes of
this study are expected to be informative and beneficial in
aiding users with motiondetectionandanalysis.Fourunique
motion detectors' performance is being compared. The
Morph filter provides a more accurate and smoothdetection
in three trials at three different rates of motion. In
conclusion, an effective motion assessment and monitoring
system has been developed for the improvement of the
motion detection ability.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 997
c.PIR SENSOR BASED SECURITY SYSTEM by Sanikommu
Umamaheswari
This paper describes a security system based on passive
infrared sensors (PIRs). Using this sensor, we can save
power, have effective management at a cheap cost, and only
need a little amount of memory space. When an intruder or
person passes through the system or site where it is
installed, the PIR sensor detects a change in infrared
radiation levels. Changes in voltage are induced by changes
in radiation levels, and the signal is amplified with this
voltage, resulting in the generation of sound. As a result, it is
useful in a number of applications and industries. When
compared to the present system, this sort of technology
offers various advantages.
d.EFFICIENTHUMAN MOTION DETECTION WITHADAPTIVE
BACKGROUND FOR VISION-BASED SECURITY SYSTEM by
Fadhlan Hafizhelmi Kamaru Zaman, Md. Hazrat Ali, Amir
Akramin Shafie, Zairi Ismael Rizman.
The authors of this article emphasize the importance of
motion detection in video surveillance systems, notably for
video compression, human detection, and behavioranalysis.
Various approaches have been used to detect motion in a
continuous video stream, but for a real-time video
surveillance system, we need motion detection that can
provide accurate detection even in non-static backgrounds,
regardless of surroundings(outdoororindoor), objectspeed
and size, and is resistant to camera noisy pixels or sudden
changes in light intensity. This is crucial for ensuring the
security of a monitored parameter or location. We provide a
technique for identifying human motion in real-time video
streams that employs adaptive background removal and
camera noise reduction in this work.
3. CONCLUSIONS
A home security system's feature will garner a lot of
attention in the future. People are getting increasingly
worried about defending theirhousesfrom burglars.Whena
possible breach occurs, a calling mechanism is used to warn
consumers by mobile phone. Because almost everyonehasa
smartphone these days, customers will not need to carry an
additional device to keep an eye on their house if theyutilize
this system. This system is developed with modularity in
mind to be a flexible system that can add more sensors
without having to replace the entire system; instead, only a
few sensors can be added to extendthesystem'scapabilities.
In a nutshell, this system is a modular home security system
that communicates with the user via a call function. The
project model may be used in a number of situations,
including banks and businesses. It is now feasible to handle
theft strategies that differ depending on the location and
kind of goods. Modern technology has entered all regions,
making it simple to minimize theft potential in a number of
ways without spending a lot of money. A microcontroller
was used to build a home security and reliability system.
REFERENCES
[1]. B.P.Urbana, and G.G.Modi, “Domestic Intruder”, System
.Indian Journal of Computer and Engineering. Vol.2, PP.506-
515, Sept.2011. Iyapoetal.,Innovation:International Journal
of Applied Research; ISSN: 2347 9272 (Volume-5, Issue-1)
IJAR Journal Page | 42
[2]. A. Upasana, B.Manisha,, G. Mohini,, and K .Pradnya,”Real
Time Security UsingHuman MotionDetection,”International
Journal of Computer Science and Mobile Computing. ,Vol.
4,PP 245-250, Nov. 2015
[3]. P.B. Patel,V.M Choksi, S.J adhav, and M.B Potdar,” Smart
Motion Detection Using Raspberry Pi” .International Journal
of Applied Information Systems. ,Vol. 10, PP37-40,Feb.2016
[4]. J. Bangali , and A. Shaligram, (2013). Design and
Implementation ofSecuritySystemforSmartHomebased on
GSM technology. International Journal ofSmartHome.Vol.7,
PP. 201-208, Dec.2013.
[5]. M.J Charadva, R. V Sejpal, and N .P Sarwade,“of Motion
Detection Method for Smart HomeSystem”. International
Journal of Innovative ResearchinAdvancedEngineering,Vol.
1, PP. 148-151, June.2014.
[6]. A.V Bhatkule, U.B .Shinde, and S.R.Zanwar,“Home based
Security Control System Using Raspberry Pi and GSM”.
International Journal of Innovative Research in Computer
Engg,Vol. 4, PP. 16259-16264, Sept.2016.

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Motion Detection System for Security Using IoT- Survey

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 996 Motion Detection System for Security Using IoT- Survey Pannaga Siri1, Dr.Ganesh D2 1Student, Department of MCA, Jain University, Bengaluru, Karnataka, India 2Assistant Professor, Department of MCA, Jain University, Bengaluru, Karnataka, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Because of the frequency and pervasiveness of burglaries, an effective and dependable intrusion detection system with an alarm system has become an absolute must. Attacks against homes, workplaces, businesses, and banks are becoming more common. Motion may now be detected as a consequence of technological advancements by detecting a change in the speed or vector of an item in the field of view. Mechanical devices that physically interact with the field, as well as electrical devices that measureandmonitorchangesin the supplied environment, can be utilized to do this. The motion detector is used in a wide range of applications, such as home automation systems and energy efficiency systems. This project employs an embedded microcontroller system capable of detecting intrudermobilityinaconfinedregion and activating an alarm system and motion detection system. A passive infrared sensor, on the other hand, recognized the person's mobility by utilizing the person's body heat. The motion detector in this project is a passive infrared (PIR) sensor coupled to a microcontroller that activates the alarm system and any other associated output device to notify the house owner. Early testing of the design confirmed that it performed as planned. 1.INTRODUCTION It must consider the conduct of persons who are attempting to trespass or cause damage. The degree of protection from danger, loss, and crime is referred to as security. Humans have fought to defend their lives, property, and professions throughout history. People's busy lifestyles need remote control of their home equipment, which increases the need for home monitoring. Now that we have everything, we can develop something that would offer us with perfectsecurity. The very beginning of this was a simple alarm system that included warning suspicious actions at a low cost. An embedded microcontroller system capable of detecting intruder mobility in a limited area and activating an alarm system and motion detection system. 24 hour monitoring, difficult to hack, ability to operate doors, and motion sensor are some of the common qualities of motion detection alarm and security systems. Thepyroelectric gadget,whichdetects motion by monitoring changes in the infrared levels emitted by nearby objects, was employedinthisstudy.Themain goal of this project work is to build a system that detects human movement, buzzes an alert, and captures an image of the intruder, which is then compared to the owner's image. This is a well-organized and sophisticated intruder motion detector alarm and security system that can identify the presence of human bodies and quickly notify the owners. This system offers a low-cost security system that may be installed anywhere in the home. 2. RELATED WORK a. USING SENSOR NETWORK IN MOTION DETECTION BASEDON DEEPFULLCONVOLUTIONALNETWORKMODEL by Qichang Xu This study describes the limitations of traditional moving target detection methods in complex background, such as low detection precision and high complexity,andproposesa moving-target detection based on sensor network without taking into account the overall structure information of the video frame image. To begin, a low-power motion detection wireless sensor network node is established to capture motion detection data in real time. Second, the video scene's backdrop is quickly recovered using the time domain averaging technique, and the video sequence and background picture are channel-merged to form a deep full convolutional network model. Finally, to distinguishmoving objects, the network model is used to learn the deep properties of the video picture and output the pixel-level classification results. This method not only adapts to complex video scenarios of varied sizes, butitalsoincludesa simple background extraction mechanism that improves detection performance dramatically. b.MOTION DETECTION AND ANALYSIS WITH FOUR DIFFERENT DETECTORS by Ching Yee Yong, Rubita Sudirman and Kim Mey Chew The authors define motion as a change in thespeedorvector measurement of an item or objects in the field of vision. Motion detection can be accomplished through the use of electronic or mechanical devices that interact with or measure changes in the supplied environment.Amonitoring system is developed in this study by merging motion detection technology with modified commonly known algorithms written in C sharp and Matlab. The outcomes of this study are expected to be informative and beneficial in aiding users with motiondetectionandanalysis.Fourunique motion detectors' performance is being compared. The Morph filter provides a more accurate and smoothdetection in three trials at three different rates of motion. In conclusion, an effective motion assessment and monitoring system has been developed for the improvement of the motion detection ability.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 02 | Feb 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 997 c.PIR SENSOR BASED SECURITY SYSTEM by Sanikommu Umamaheswari This paper describes a security system based on passive infrared sensors (PIRs). Using this sensor, we can save power, have effective management at a cheap cost, and only need a little amount of memory space. When an intruder or person passes through the system or site where it is installed, the PIR sensor detects a change in infrared radiation levels. Changes in voltage are induced by changes in radiation levels, and the signal is amplified with this voltage, resulting in the generation of sound. As a result, it is useful in a number of applications and industries. When compared to the present system, this sort of technology offers various advantages. d.EFFICIENTHUMAN MOTION DETECTION WITHADAPTIVE BACKGROUND FOR VISION-BASED SECURITY SYSTEM by Fadhlan Hafizhelmi Kamaru Zaman, Md. Hazrat Ali, Amir Akramin Shafie, Zairi Ismael Rizman. The authors of this article emphasize the importance of motion detection in video surveillance systems, notably for video compression, human detection, and behavioranalysis. Various approaches have been used to detect motion in a continuous video stream, but for a real-time video surveillance system, we need motion detection that can provide accurate detection even in non-static backgrounds, regardless of surroundings(outdoororindoor), objectspeed and size, and is resistant to camera noisy pixels or sudden changes in light intensity. This is crucial for ensuring the security of a monitored parameter or location. We provide a technique for identifying human motion in real-time video streams that employs adaptive background removal and camera noise reduction in this work. 3. CONCLUSIONS A home security system's feature will garner a lot of attention in the future. People are getting increasingly worried about defending theirhousesfrom burglars.Whena possible breach occurs, a calling mechanism is used to warn consumers by mobile phone. Because almost everyonehasa smartphone these days, customers will not need to carry an additional device to keep an eye on their house if theyutilize this system. This system is developed with modularity in mind to be a flexible system that can add more sensors without having to replace the entire system; instead, only a few sensors can be added to extendthesystem'scapabilities. In a nutshell, this system is a modular home security system that communicates with the user via a call function. The project model may be used in a number of situations, including banks and businesses. It is now feasible to handle theft strategies that differ depending on the location and kind of goods. Modern technology has entered all regions, making it simple to minimize theft potential in a number of ways without spending a lot of money. A microcontroller was used to build a home security and reliability system. REFERENCES [1]. B.P.Urbana, and G.G.Modi, “Domestic Intruder”, System .Indian Journal of Computer and Engineering. Vol.2, PP.506- 515, Sept.2011. Iyapoetal.,Innovation:International Journal of Applied Research; ISSN: 2347 9272 (Volume-5, Issue-1) IJAR Journal Page | 42 [2]. A. Upasana, B.Manisha,, G. Mohini,, and K .Pradnya,”Real Time Security UsingHuman MotionDetection,”International Journal of Computer Science and Mobile Computing. ,Vol. 4,PP 245-250, Nov. 2015 [3]. P.B. Patel,V.M Choksi, S.J adhav, and M.B Potdar,” Smart Motion Detection Using Raspberry Pi” .International Journal of Applied Information Systems. ,Vol. 10, PP37-40,Feb.2016 [4]. J. Bangali , and A. Shaligram, (2013). Design and Implementation ofSecuritySystemforSmartHomebased on GSM technology. International Journal ofSmartHome.Vol.7, PP. 201-208, Dec.2013. [5]. M.J Charadva, R. V Sejpal, and N .P Sarwade,“of Motion Detection Method for Smart HomeSystem”. International Journal of Innovative ResearchinAdvancedEngineering,Vol. 1, PP. 148-151, June.2014. [6]. A.V Bhatkule, U.B .Shinde, and S.R.Zanwar,“Home based Security Control System Using Raspberry Pi and GSM”. International Journal of Innovative Research in Computer Engg,Vol. 4, PP. 16259-16264, Sept.2016.