SlideShare a Scribd company logo
1 of 3
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 916
Virtual Automation using Mixed reality and leap motion control
Mayur Bhamare1, Kavita .J .Mahajan2
1Dept.of electronics and telecommunication, Late G.N.Sapkal college of Engineering, Nashik, India
2 Professor, Dept .of electronics and telecommunication, Late G.N.Sapkal college of Engineering, Nashik, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Advanced robotics is the future of technology. In
the paramount ways that it can be implemented, there are
some devices that can make their use very simple and active
entertaining .This paper presents one such device, that is, the
leap motion technology and augmentedandvirtualrealityand
its implementation in a new age robot. The robotic system
developed till now, either needs a google cardboard and
smartphone and gesture control sensors to be operated. In
other words, some kind of extra machinery or devicesisneeded
to make a robot work . This report defines a robot that needs
no such extra help from external devices and runs solely on
human command and display the immersive view. The only
human effort or manual intervention required in this wouldbe
to just make a gesture and see the real and augmented view of
the robot in the mobile and the VR box task getting done by the
robot. This robot can assist a lot in search and shopping mall
and industrial application for making human life simple
operations entertainment and inquiry based learning . In the
tough world like ours, where it is not possible for humans to
reach everywhere and what stuff going on there, especially in
the case of natural disasters, technology like this can come to
grid aid.
1. INTRODUCTION
The interfacing between Man andmachineisthebeginningof
a new era. Humans and machines no longer run parallel to
each other, but instead, they go hand in hand. This new
technology is helpingtoimprovelifestyles.Thismotivatesthe
creation of a better technology for tomorrow. This is called,
the digital circle. The technology used in robotics earlier was
of a joystick, and then came the touchscreen,andnowitisthe
advent of gestures and now days integrate with the
immersive virtual and augmented reality for advance user
experience forgaming inquiry basedlearning marketing[10]
and indusial simulation and training purpose.
There are a lot of sensors and technologies present today,
which detect motion and gestures. But the accuracy and
speed of these sensors are not much. The main advantage of
usingLEAP motion sensor is that, it is very accurateand very
fast. It is even fast enough to detect handwriting. .The
response forthis sensorhasbeentremendousasitprovidesa
wide arena of implementation. Many research projects are
still going on forthis, as people are trying to find new waysto
explore its advantages.
This paper introduces a new technology to track and
control the robot for different activities. By moving our hand
in any direction the motion can be controlled. And using
Mixed reality for the immersive view to the person that
experience to system. This paper is very important since it
givesan overview of various gesture-controlled systemsand
also leaps motion technology for controlling robot and how
the Virtual and augmented reality makes human life
entertaining and simple. also gives advance and real
experience to the user by using mixed reality. Those thing
done onthesmartphoneandusingsomegamingfundamental
build up the mobile app by using unity 3D that gives the
augmented view on mobile that view is 3D and realistic and
also display the real view on mobile and using google
cardboard is give immersive and 360 degree view to the
observer.
1.1 Related Work
A lots of work development require for this virtual
automation in that for the controlling the robot the Aurdino
controller is used for the high quality performance here for
the performance of the system the programming done
through the Linux kernel programming because that gives
better performance and good feasibility to the robot and the
system that we want to do as per requirement of the user.
Robot is basically control by theleafmotionsensor[3]This
paper introduces a new technology to track and control the
robot arm for different activities. By moving our hand in any
direction the motion can be controlled. This paper is very
important since it gives an overview of various gesture-
controlled systems and also leaps motion technology for
controlling. American SignLanguage RecognitionUsingLeap
Motion Sensor module proposed by Chuan and Ragina.
Classifies the 26 letters of the English alphabet in American
Sign Language using the derived features from the sensory
data the support vector machine is used. Using movement of
fingers theyas-signindividualgestureforeachalphabet.Also,
they additionally introduced the parameter setting in
machinelearningmethods[5]andaccuratenessofthespecific
alphabet letter. Also robot contain the webcam to produce
the augmented vive on the mobile display that directly
interface to the controller and give output and 3D
information contain view on the mobile display it depend on
the application it may be from the remote location and may
be from the same area for the development of the app
augmented reality SDK available for the unity 3D and for
Virtual reality Google Cardboard this is the open source
HMD(Head Mountain Display)that done by the Google and it
gives immersive experience to observer in real time view of
Key Words: Virtual Reality, Augmented Reality, Leap
Motion, Mixed Reality, Unity3D
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 917
the robotic system main advantage of that is cost
requirement for that is very low and give best visual
experience.in that leaf motion controller isforthecontrolthe
robot smart phone and google cardboard is for the virtual
reality experience.
1.2 Architecture
Fig -1: Block Diagram
1.2.1. Leap motion tracking data from hand
Leap Motion is an external device equipped with infrared
sensors that focuses on tracking a humans fingers in the
space above the sensor[1]. Leap motion is packed with an
extreme amount of power. The sensors lo created within the
sensor are incredibly fast and accurate, allowing the user to
navigate his or her own computer with as much freedom as
he or she wants. The Leap Motion has the ability to replace
the computer mouse completely, replacing all functions and
adding its own functionality to the interaction of a virtual
machine and there fore handling the robot accurately.
1.2.2. Controller
Controller is performing an important role in the movement
of the robotic system also it having interface with the leap
motion control sensor Aurdino is one of the controller that
interface with leap motion controller and gives tremendous
output that reason for movement of robot hererequired and
use Aurdino controller.
1.2.3. Robot Assembly
Robot assembly and working is totally done by the leap
motion [4]also it having motor drivencircuitfortheworking
of the robot whole module interface with the Aurdino pi and
it contain the Webcam robot vary form one place to another
place and detect the various markers and displaythereal 3D
and augmented view on the smartphone and also displays
the product information on computer screen.
1.2.4. Augmented Reality
Augmented Reality (AR), also known as Mixed Reality, aims
to combine virtual and real scene together to achieve that
virtual ones are belong tothe real world.Beingcharacteristic
of integration of virtual and real scene, many applications of
Augmented reality are emerging, such as in field of
education, medical treatment entertainment. here the moto
of the using augmented reality with therobotismarketing of
the products by displaying the 3D and viewoftheproductsit
may use in the shopping mall with attaching the basket to
the robot there are two type of augmented reality marker
base and marker less augmented reality the smartcomputer
application done using app development is done using sdk
and Unity3D.
1.2.5. Virtual Reality
Main purpose of using virtual reality is for the inquiry base
learning[10] for industrial training and simulation purpose
and it also integrate to the leaf motion control for hand
moves in real time and offline also google cardboard sdk
available on the official website of the google alsoOculusrift
SDK is one of the famous company that design SDK for the
VR box.
2 Experimental Result
2.1. Leap Motion
There are various type of leap motion sensors are now days
here the moving of four wheel robot by hand gesture and
leap motion sensor and also the flex sensor for moving the
object or robot that interface with the VR and Android
mobile phone the robot is work fluencly and doing its work
very prominently.
2.3. Augmented Reality and Virtual Reality
After the working of the leaf motion the important part of
the integration is the Mixed reality part the by using Unity
3D and android SDK we develop the smartphone app for
marker detection for visualise the 3D(Augmented)[2] view
of the product then after developing the application result
was get and it was really awesome to the observer below
Fig.2 shows the some augmented from the smartphone
interface to the robot. There is no any lagging in theAppthat
gives the information smoothly and detect the multiple
marker and gave information on smart phone andalsousing
leap motion control simulation using the VR cardboard give
immersive output as shown in the fig.3
Fig -2: Marker Detection and giving the information
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 918
Fig.3: Real time hand gesture and 3D view for the VR
cardboard it generate immersive 3D surrounding
3. CONCLUSIONS
In this paper we describe the new era of robotics that
beyond from our thinking Mixedrealityandleapmotiongive
the immersive robotic experience and very useful for the
virtual automation and Inquiry base learning also gives the
advance robot for the shopping lovers that gives the 3D
product information by using smartphone largely beneficial
for the shopping mall automated shopping trolley that
interfacing with augmented reality for giving augmented or
3D view of the product also it having huge area of the
applications.
REFERENCES
[1] Howell,E., 2014, ”Mars Curiosity: Facts and
Information,”fromhttp://www.space.com/17963mars
curiosity.html
[2] Marlos Dantas Baraga Brazil,2016 Symposium on
augmented and virtual reality”technologyintegrationof
immersive virtual reality on smartphone with real-time
motion capture”2016 IEEE DOI 10.1109/ SVR_2016
[3] Allen, P.K.; Timcenko, A.; Yoshimi, B.; Michelman, P.,
”Automated tracking and grasping of a moving object
with a robotic hand-eye system,” inRobotics and
Automation, IEEE Transactions on, vol.9, no.2, pp.152-
165,Apr 1993.
[4] Marin, G.; Dominio, F.; Zanuttigh, P., ”Hand gesture
recognition with leap motion and Kinect devices,” in
Image Pro cessing (ICIP), 2014 IEEE Inter-national
Conference on, vol., no., pp.1565-1569, 27-30 Oct.2014.
[5] Ronald T. Azuma, A Survey of Augmented Reality, In
Presence: Teleoperators and Virtual Environments 6, 4
(August 1997), 355-385
[6] 2015 International Conference on Interactive Mobile
Communication TechnologiesandLearning(IMCL) 978-
1-4673-8243-4/15/©2015IEEE19-20November2015,
Thessaloniki, Greece
[7] http://blog.t-immersion.com/2010/09/08/germaine-
et-les-martiens-first-augmented-reality-apps-on-
iphone-for-pos-advertising-and-augmented-packaging/
[8] M. de Oliveira, R. Ellem, J. C. Oliveira. “A Kinect-basedOil
Platform Training Application”. In Proc. XVISymposium
on Virtual and Augmented Reality (SVR), IEEE, 2014.
[9] E. S. Silva , M. A. F. Rodrigues. “Um Sistema de Controle
Gestual de Apoio a Procedimentos Cirurgicos”, In Proc.
XVI Symposium on Virtual andAugmented Reality,IEEE,
2013.
[10] Simon creane,Yvonne crotty,”A propose use of virtual
and augmented reality for supporting Inquiry base
Learning”International conference 2015 interactive
mobile communication technology and
learning(IMCL)IEEE 2015
[11] Mayur S Bhamare “Integration of immersive Mixed
reality and leap motion control for virtual
Automation”PGCON,Pune 2017.

More Related Content

What's hot

Augmented Reality Map
Augmented Reality MapAugmented Reality Map
Augmented Reality Mapijtsrd
 
Augmented reality the evolution of human computer interaction
Augmented reality the evolution of human computer interactionAugmented reality the evolution of human computer interaction
Augmented reality the evolution of human computer interactionBello Abubakar
 
Augmented Reality Presentation
Augmented Reality PresentationAugmented Reality Presentation
Augmented Reality PresentationSJSU
 
Mobile Augmented Reality Development tools
Mobile Augmented Reality Development toolsMobile Augmented Reality Development tools
Mobile Augmented Reality Development toolsThiwanka Makumburage
 
Top mobile application development trends 2016
Top mobile application development trends 2016Top mobile application development trends 2016
Top mobile application development trends 2016Anna Harris
 
Augmented Reality: Envisioning the Future of Tomorrow
Augmented Reality: Envisioning the Future of TomorrowAugmented Reality: Envisioning the Future of Tomorrow
Augmented Reality: Envisioning the Future of TomorrowAnna Harris
 
Augmented Reality - the next big thing in mobile
Augmented Reality - the next big thing in mobileAugmented Reality - the next big thing in mobile
Augmented Reality - the next big thing in mobileHari Gottipati
 
Augmented Reality
Augmented RealityAugmented Reality
Augmented RealityKaviyaraj R
 
Augmented Reality presentation
Augmented Reality presentationAugmented Reality presentation
Augmented Reality presentationTed Dinsmore
 
augmented reality paper presentation
augmented reality paper presentationaugmented reality paper presentation
augmented reality paper presentationVaibhav Mehta
 
Augmented Reality - HCI & kinect
Augmented Reality - HCI & kinectAugmented Reality - HCI & kinect
Augmented Reality - HCI & kinectIsidro Navarro
 
Making Augmented Reality Applications with Android NDK
Making Augmented Reality Applications with Android NDKMaking Augmented Reality Applications with Android NDK
Making Augmented Reality Applications with Android NDKEvren Coşkun
 
IRJET- HCI System with Hand Gesture
IRJET-  	  HCI System with Hand GestureIRJET-  	  HCI System with Hand Gesture
IRJET- HCI System with Hand GestureIRJET Journal
 

What's hot (20)

Augmented Reality Map
Augmented Reality MapAugmented Reality Map
Augmented Reality Map
 
Augmented reality the evolution of human computer interaction
Augmented reality the evolution of human computer interactionAugmented reality the evolution of human computer interaction
Augmented reality the evolution of human computer interaction
 
Sample seminar report
Sample seminar reportSample seminar report
Sample seminar report
 
Augmented reality
Augmented realityAugmented reality
Augmented reality
 
Augmented Reality Presentation
Augmented Reality PresentationAugmented Reality Presentation
Augmented Reality Presentation
 
Mobile Augmented Reality Development tools
Mobile Augmented Reality Development toolsMobile Augmented Reality Development tools
Mobile Augmented Reality Development tools
 
Top mobile application development trends 2016
Top mobile application development trends 2016Top mobile application development trends 2016
Top mobile application development trends 2016
 
Augmented Reality: Envisioning the Future of Tomorrow
Augmented Reality: Envisioning the Future of TomorrowAugmented Reality: Envisioning the Future of Tomorrow
Augmented Reality: Envisioning the Future of Tomorrow
 
Augmented reality report
Augmented reality reportAugmented reality report
Augmented reality report
 
Augmented Reality - the next big thing in mobile
Augmented Reality - the next big thing in mobileAugmented Reality - the next big thing in mobile
Augmented Reality - the next big thing in mobile
 
Augmented Reality
Augmented RealityAugmented Reality
Augmented Reality
 
Augmented Reality presentation
Augmented Reality presentationAugmented Reality presentation
Augmented Reality presentation
 
augmented reality paper presentation
augmented reality paper presentationaugmented reality paper presentation
augmented reality paper presentation
 
Augmented Reality
Augmented RealityAugmented Reality
Augmented Reality
 
Augmented Reality - HCI & kinect
Augmented Reality - HCI & kinectAugmented Reality - HCI & kinect
Augmented Reality - HCI & kinect
 
Jithu
JithuJithu
Jithu
 
Making Augmented Reality Applications with Android NDK
Making Augmented Reality Applications with Android NDKMaking Augmented Reality Applications with Android NDK
Making Augmented Reality Applications with Android NDK
 
Augmented reality
Augmented realityAugmented reality
Augmented reality
 
Augmented reality
Augmented realityAugmented reality
Augmented reality
 
IRJET- HCI System with Hand Gesture
IRJET-  	  HCI System with Hand GestureIRJET-  	  HCI System with Hand Gesture
IRJET- HCI System with Hand Gesture
 

Similar to Virtual Automation using Mixed Reality and Leap Motion Control

Robotic Virtual Telepresence with Raspberry pi
Robotic Virtual Telepresence with Raspberry piRobotic Virtual Telepresence with Raspberry pi
Robotic Virtual Telepresence with Raspberry piIRJET Journal
 
Controlling Electrical Appliances Using IOT and AR
Controlling Electrical Appliances Using IOT and ARControlling Electrical Appliances Using IOT and AR
Controlling Electrical Appliances Using IOT and ARIRJET Journal
 
IRJET - Interaction Paradigm of IoT using Augmented Reality
IRJET -  	  Interaction Paradigm of IoT using Augmented RealityIRJET -  	  Interaction Paradigm of IoT using Augmented Reality
IRJET - Interaction Paradigm of IoT using Augmented RealityIRJET Journal
 
IRJET-Peerless Home Area Network for Guesstimating in Smart Grid
IRJET-Peerless Home Area Network for Guesstimating in Smart GridIRJET-Peerless Home Area Network for Guesstimating in Smart Grid
IRJET-Peerless Home Area Network for Guesstimating in Smart GridIRJET Journal
 
Arduino Based Hand Gesture Controlled Robot
Arduino Based Hand Gesture Controlled RobotArduino Based Hand Gesture Controlled Robot
Arduino Based Hand Gesture Controlled RobotIRJET Journal
 
IRJET- Gesture Recognition using Sixth Sense Technology
IRJET-  	  Gesture Recognition using Sixth Sense TechnologyIRJET-  	  Gesture Recognition using Sixth Sense Technology
IRJET- Gesture Recognition using Sixth Sense TechnologyIRJET Journal
 
Virtual Mouse Control Using Hand Gestures
Virtual Mouse Control Using Hand GesturesVirtual Mouse Control Using Hand Gestures
Virtual Mouse Control Using Hand GesturesIRJET Journal
 
IRJET- Mouse on Finger Tips using ML and AI
IRJET- Mouse on Finger Tips using ML and AIIRJET- Mouse on Finger Tips using ML and AI
IRJET- Mouse on Finger Tips using ML and AIIRJET Journal
 
SPATIAL COMPUTING SPATIAL COMPUTING SPATIAL
SPATIAL COMPUTING SPATIAL COMPUTING SPATIALSPATIAL COMPUTING SPATIAL COMPUTING SPATIAL
SPATIAL COMPUTING SPATIAL COMPUTING SPATIAL21EC25ManobalanB1d
 
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoTIRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoTIRJET Journal
 
Controlling Computer using Hand Gestures
Controlling Computer using Hand GesturesControlling Computer using Hand Gestures
Controlling Computer using Hand GesturesIRJET Journal
 
AI Cum AR Based Smart Home Automation System
AI Cum AR Based Smart Home Automation SystemAI Cum AR Based Smart Home Automation System
AI Cum AR Based Smart Home Automation SystemIRJET Journal
 
PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...
PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...
PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...TELKOMNIKA JOURNAL
 
IRJET-A Survey on Augmented Reality Technologies and Applications
IRJET-A Survey on Augmented Reality Technologies and ApplicationsIRJET-A Survey on Augmented Reality Technologies and Applications
IRJET-A Survey on Augmented Reality Technologies and ApplicationsIRJET Journal
 
IRJET- Robotic Hand Controlling using Flex Sensors and Arduino UNO
IRJET-  	  Robotic Hand Controlling using Flex Sensors and Arduino UNOIRJET-  	  Robotic Hand Controlling using Flex Sensors and Arduino UNO
IRJET- Robotic Hand Controlling using Flex Sensors and Arduino UNOIRJET Journal
 
Interior Designing Mobile Application based on Markerless Augmented Reality (AR)
Interior Designing Mobile Application based on Markerless Augmented Reality (AR)Interior Designing Mobile Application based on Markerless Augmented Reality (AR)
Interior Designing Mobile Application based on Markerless Augmented Reality (AR)IRJET Journal
 

Similar to Virtual Automation using Mixed Reality and Leap Motion Control (20)

Robotic Virtual Telepresence with Raspberry pi
Robotic Virtual Telepresence with Raspberry piRobotic Virtual Telepresence with Raspberry pi
Robotic Virtual Telepresence with Raspberry pi
 
Controlling Electrical Appliances Using IOT and AR
Controlling Electrical Appliances Using IOT and ARControlling Electrical Appliances Using IOT and AR
Controlling Electrical Appliances Using IOT and AR
 
AI Virtual Mouse
AI Virtual MouseAI Virtual Mouse
AI Virtual Mouse
 
IRJET - Interaction Paradigm of IoT using Augmented Reality
IRJET -  	  Interaction Paradigm of IoT using Augmented RealityIRJET -  	  Interaction Paradigm of IoT using Augmented Reality
IRJET - Interaction Paradigm of IoT using Augmented Reality
 
IRJET-Peerless Home Area Network for Guesstimating in Smart Grid
IRJET-Peerless Home Area Network for Guesstimating in Smart GridIRJET-Peerless Home Area Network for Guesstimating in Smart Grid
IRJET-Peerless Home Area Network for Guesstimating in Smart Grid
 
Arduino Based Hand Gesture Controlled Robot
Arduino Based Hand Gesture Controlled RobotArduino Based Hand Gesture Controlled Robot
Arduino Based Hand Gesture Controlled Robot
 
Gerture controlled Robot
Gerture controlled RobotGerture controlled Robot
Gerture controlled Robot
 
IRJET- Gesture Recognition using Sixth Sense Technology
IRJET-  	  Gesture Recognition using Sixth Sense TechnologyIRJET-  	  Gesture Recognition using Sixth Sense Technology
IRJET- Gesture Recognition using Sixth Sense Technology
 
Virtual Mouse Control Using Hand Gestures
Virtual Mouse Control Using Hand GesturesVirtual Mouse Control Using Hand Gestures
Virtual Mouse Control Using Hand Gestures
 
IRJET- Mouse on Finger Tips using ML and AI
IRJET- Mouse on Finger Tips using ML and AIIRJET- Mouse on Finger Tips using ML and AI
IRJET- Mouse on Finger Tips using ML and AI
 
SPATIAL COMPUTING SPATIAL COMPUTING SPATIAL
SPATIAL COMPUTING SPATIAL COMPUTING SPATIALSPATIAL COMPUTING SPATIAL COMPUTING SPATIAL
SPATIAL COMPUTING SPATIAL COMPUTING SPATIAL
 
Augmented Reality
Augmented RealityAugmented Reality
Augmented Reality
 
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoTIRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
 
Controlling Computer using Hand Gestures
Controlling Computer using Hand GesturesControlling Computer using Hand Gestures
Controlling Computer using Hand Gestures
 
Augmented Reality
Augmented RealityAugmented Reality
Augmented Reality
 
AI Cum AR Based Smart Home Automation System
AI Cum AR Based Smart Home Automation SystemAI Cum AR Based Smart Home Automation System
AI Cum AR Based Smart Home Automation System
 
PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...
PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...
PRO-VAS: utilizing AR and VSLAM for mobile apps development in visualizing ob...
 
IRJET-A Survey on Augmented Reality Technologies and Applications
IRJET-A Survey on Augmented Reality Technologies and ApplicationsIRJET-A Survey on Augmented Reality Technologies and Applications
IRJET-A Survey on Augmented Reality Technologies and Applications
 
IRJET- Robotic Hand Controlling using Flex Sensors and Arduino UNO
IRJET-  	  Robotic Hand Controlling using Flex Sensors and Arduino UNOIRJET-  	  Robotic Hand Controlling using Flex Sensors and Arduino UNO
IRJET- Robotic Hand Controlling using Flex Sensors and Arduino UNO
 
Interior Designing Mobile Application based on Markerless Augmented Reality (AR)
Interior Designing Mobile Application based on Markerless Augmented Reality (AR)Interior Designing Mobile Application based on Markerless Augmented Reality (AR)
Interior Designing Mobile Application based on Markerless Augmented Reality (AR)
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdfKamal Acharya
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"mphochane1998
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Call Girls Mumbai
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Hospital management system project report.pdf
Hospital management system project report.pdfHospital management system project report.pdf
Hospital management system project report.pdfKamal Acharya
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxNadaHaitham1
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxJuliansyahHarahap1
 
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLEGEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLEselvakumar948
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
kiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadkiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadhamedmustafa094
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxSCMS School of Architecture
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdfKamal Acharya
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...Amil baba
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesMayuraD1
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxSCMS School of Architecture
 
Moment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilMoment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilVinayVitekari
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdfAldoGarca30
 
Engineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesEngineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesRAJNEESHKUMAR341697
 

Recently uploaded (20)

Online electricity billing project report..pdf
Online electricity billing project report..pdfOnline electricity billing project report..pdf
Online electricity billing project report..pdf
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
Hospital management system project report.pdf
Hospital management system project report.pdfHospital management system project report.pdf
Hospital management system project report.pdf
 
Wadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptxWadi Rum luxhotel lodge Analysis case study.pptx
Wadi Rum luxhotel lodge Analysis case study.pptx
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLEGEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
GEAR TRAIN- BASIC CONCEPTS AND WORKING PRINCIPLE
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
kiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal loadkiln thermal load.pptx kiln tgermal load
kiln thermal load.pptx kiln tgermal load
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdf
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
NO1 Top No1 Amil Baba In Azad Kashmir, Kashmir Black Magic Specialist Expert ...
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptxHOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
HOA1&2 - Module 3 - PREHISTORCI ARCHITECTURE OF KERALA.pptx
 
Moment Distribution Method For Btech Civil
Moment Distribution Method For Btech CivilMoment Distribution Method For Btech Civil
Moment Distribution Method For Btech Civil
 
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
1_Introduction + EAM Vocabulary + how to navigate in EAM.pdf
 
Engineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planesEngineering Drawing focus on projection of planes
Engineering Drawing focus on projection of planes
 

Virtual Automation using Mixed Reality and Leap Motion Control

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 916 Virtual Automation using Mixed reality and leap motion control Mayur Bhamare1, Kavita .J .Mahajan2 1Dept.of electronics and telecommunication, Late G.N.Sapkal college of Engineering, Nashik, India 2 Professor, Dept .of electronics and telecommunication, Late G.N.Sapkal college of Engineering, Nashik, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Advanced robotics is the future of technology. In the paramount ways that it can be implemented, there are some devices that can make their use very simple and active entertaining .This paper presents one such device, that is, the leap motion technology and augmentedandvirtualrealityand its implementation in a new age robot. The robotic system developed till now, either needs a google cardboard and smartphone and gesture control sensors to be operated. In other words, some kind of extra machinery or devicesisneeded to make a robot work . This report defines a robot that needs no such extra help from external devices and runs solely on human command and display the immersive view. The only human effort or manual intervention required in this wouldbe to just make a gesture and see the real and augmented view of the robot in the mobile and the VR box task getting done by the robot. This robot can assist a lot in search and shopping mall and industrial application for making human life simple operations entertainment and inquiry based learning . In the tough world like ours, where it is not possible for humans to reach everywhere and what stuff going on there, especially in the case of natural disasters, technology like this can come to grid aid. 1. INTRODUCTION The interfacing between Man andmachineisthebeginningof a new era. Humans and machines no longer run parallel to each other, but instead, they go hand in hand. This new technology is helpingtoimprovelifestyles.Thismotivatesthe creation of a better technology for tomorrow. This is called, the digital circle. The technology used in robotics earlier was of a joystick, and then came the touchscreen,andnowitisthe advent of gestures and now days integrate with the immersive virtual and augmented reality for advance user experience forgaming inquiry basedlearning marketing[10] and indusial simulation and training purpose. There are a lot of sensors and technologies present today, which detect motion and gestures. But the accuracy and speed of these sensors are not much. The main advantage of usingLEAP motion sensor is that, it is very accurateand very fast. It is even fast enough to detect handwriting. .The response forthis sensorhasbeentremendousasitprovidesa wide arena of implementation. Many research projects are still going on forthis, as people are trying to find new waysto explore its advantages. This paper introduces a new technology to track and control the robot for different activities. By moving our hand in any direction the motion can be controlled. And using Mixed reality for the immersive view to the person that experience to system. This paper is very important since it givesan overview of various gesture-controlled systemsand also leaps motion technology for controlling robot and how the Virtual and augmented reality makes human life entertaining and simple. also gives advance and real experience to the user by using mixed reality. Those thing done onthesmartphoneandusingsomegamingfundamental build up the mobile app by using unity 3D that gives the augmented view on mobile that view is 3D and realistic and also display the real view on mobile and using google cardboard is give immersive and 360 degree view to the observer. 1.1 Related Work A lots of work development require for this virtual automation in that for the controlling the robot the Aurdino controller is used for the high quality performance here for the performance of the system the programming done through the Linux kernel programming because that gives better performance and good feasibility to the robot and the system that we want to do as per requirement of the user. Robot is basically control by theleafmotionsensor[3]This paper introduces a new technology to track and control the robot arm for different activities. By moving our hand in any direction the motion can be controlled. This paper is very important since it gives an overview of various gesture- controlled systems and also leaps motion technology for controlling. American SignLanguage RecognitionUsingLeap Motion Sensor module proposed by Chuan and Ragina. Classifies the 26 letters of the English alphabet in American Sign Language using the derived features from the sensory data the support vector machine is used. Using movement of fingers theyas-signindividualgestureforeachalphabet.Also, they additionally introduced the parameter setting in machinelearningmethods[5]andaccuratenessofthespecific alphabet letter. Also robot contain the webcam to produce the augmented vive on the mobile display that directly interface to the controller and give output and 3D information contain view on the mobile display it depend on the application it may be from the remote location and may be from the same area for the development of the app augmented reality SDK available for the unity 3D and for Virtual reality Google Cardboard this is the open source HMD(Head Mountain Display)that done by the Google and it gives immersive experience to observer in real time view of Key Words: Virtual Reality, Augmented Reality, Leap Motion, Mixed Reality, Unity3D
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 917 the robotic system main advantage of that is cost requirement for that is very low and give best visual experience.in that leaf motion controller isforthecontrolthe robot smart phone and google cardboard is for the virtual reality experience. 1.2 Architecture Fig -1: Block Diagram 1.2.1. Leap motion tracking data from hand Leap Motion is an external device equipped with infrared sensors that focuses on tracking a humans fingers in the space above the sensor[1]. Leap motion is packed with an extreme amount of power. The sensors lo created within the sensor are incredibly fast and accurate, allowing the user to navigate his or her own computer with as much freedom as he or she wants. The Leap Motion has the ability to replace the computer mouse completely, replacing all functions and adding its own functionality to the interaction of a virtual machine and there fore handling the robot accurately. 1.2.2. Controller Controller is performing an important role in the movement of the robotic system also it having interface with the leap motion control sensor Aurdino is one of the controller that interface with leap motion controller and gives tremendous output that reason for movement of robot hererequired and use Aurdino controller. 1.2.3. Robot Assembly Robot assembly and working is totally done by the leap motion [4]also it having motor drivencircuitfortheworking of the robot whole module interface with the Aurdino pi and it contain the Webcam robot vary form one place to another place and detect the various markers and displaythereal 3D and augmented view on the smartphone and also displays the product information on computer screen. 1.2.4. Augmented Reality Augmented Reality (AR), also known as Mixed Reality, aims to combine virtual and real scene together to achieve that virtual ones are belong tothe real world.Beingcharacteristic of integration of virtual and real scene, many applications of Augmented reality are emerging, such as in field of education, medical treatment entertainment. here the moto of the using augmented reality with therobotismarketing of the products by displaying the 3D and viewoftheproductsit may use in the shopping mall with attaching the basket to the robot there are two type of augmented reality marker base and marker less augmented reality the smartcomputer application done using app development is done using sdk and Unity3D. 1.2.5. Virtual Reality Main purpose of using virtual reality is for the inquiry base learning[10] for industrial training and simulation purpose and it also integrate to the leaf motion control for hand moves in real time and offline also google cardboard sdk available on the official website of the google alsoOculusrift SDK is one of the famous company that design SDK for the VR box. 2 Experimental Result 2.1. Leap Motion There are various type of leap motion sensors are now days here the moving of four wheel robot by hand gesture and leap motion sensor and also the flex sensor for moving the object or robot that interface with the VR and Android mobile phone the robot is work fluencly and doing its work very prominently. 2.3. Augmented Reality and Virtual Reality After the working of the leaf motion the important part of the integration is the Mixed reality part the by using Unity 3D and android SDK we develop the smartphone app for marker detection for visualise the 3D(Augmented)[2] view of the product then after developing the application result was get and it was really awesome to the observer below Fig.2 shows the some augmented from the smartphone interface to the robot. There is no any lagging in theAppthat gives the information smoothly and detect the multiple marker and gave information on smart phone andalsousing leap motion control simulation using the VR cardboard give immersive output as shown in the fig.3 Fig -2: Marker Detection and giving the information
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 12 | Dec-2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 918 Fig.3: Real time hand gesture and 3D view for the VR cardboard it generate immersive 3D surrounding 3. CONCLUSIONS In this paper we describe the new era of robotics that beyond from our thinking Mixedrealityandleapmotiongive the immersive robotic experience and very useful for the virtual automation and Inquiry base learning also gives the advance robot for the shopping lovers that gives the 3D product information by using smartphone largely beneficial for the shopping mall automated shopping trolley that interfacing with augmented reality for giving augmented or 3D view of the product also it having huge area of the applications. REFERENCES [1] Howell,E., 2014, ”Mars Curiosity: Facts and Information,”fromhttp://www.space.com/17963mars curiosity.html [2] Marlos Dantas Baraga Brazil,2016 Symposium on augmented and virtual reality”technologyintegrationof immersive virtual reality on smartphone with real-time motion capture”2016 IEEE DOI 10.1109/ SVR_2016 [3] Allen, P.K.; Timcenko, A.; Yoshimi, B.; Michelman, P., ”Automated tracking and grasping of a moving object with a robotic hand-eye system,” inRobotics and Automation, IEEE Transactions on, vol.9, no.2, pp.152- 165,Apr 1993. [4] Marin, G.; Dominio, F.; Zanuttigh, P., ”Hand gesture recognition with leap motion and Kinect devices,” in Image Pro cessing (ICIP), 2014 IEEE Inter-national Conference on, vol., no., pp.1565-1569, 27-30 Oct.2014. [5] Ronald T. Azuma, A Survey of Augmented Reality, In Presence: Teleoperators and Virtual Environments 6, 4 (August 1997), 355-385 [6] 2015 International Conference on Interactive Mobile Communication TechnologiesandLearning(IMCL) 978- 1-4673-8243-4/15/©2015IEEE19-20November2015, Thessaloniki, Greece [7] http://blog.t-immersion.com/2010/09/08/germaine- et-les-martiens-first-augmented-reality-apps-on- iphone-for-pos-advertising-and-augmented-packaging/ [8] M. de Oliveira, R. Ellem, J. C. Oliveira. “A Kinect-basedOil Platform Training Application”. In Proc. XVISymposium on Virtual and Augmented Reality (SVR), IEEE, 2014. [9] E. S. Silva , M. A. F. Rodrigues. “Um Sistema de Controle Gestual de Apoio a Procedimentos Cirurgicos”, In Proc. XVI Symposium on Virtual andAugmented Reality,IEEE, 2013. [10] Simon creane,Yvonne crotty,”A propose use of virtual and augmented reality for supporting Inquiry base Learning”International conference 2015 interactive mobile communication technology and learning(IMCL)IEEE 2015 [11] Mayur S Bhamare “Integration of immersive Mixed reality and leap motion control for virtual Automation”PGCON,Pune 2017.