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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2673
ASSISTING SYSTEM FOR PARALYZED AND MUTE PEOPLE WITH HEART
RATE MONITORING
Akshay S. Utane1, Mahesh Thorat2, Shivam Kale3, Dakshayani Sangekar4, Shivani Kondhekar5
Assistant Professor, Dept. of EXTC, PRMIT & R Badnera
Dept. of EXTC, PRMIT & R Badnera. , Dept. of EXTC, PRMIT & R Badnera.
Dept. of EXTC, PRMIT & R Badnera, Dept. of EXTC, PRMIT & R Badnera.
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - The noble aim behind this project is to design a health care system which will be helpful for paralyzed and mute
people as well as for the detection of heart attack. A Dumb individual all through the world uses gesture based communication for
the correspondence. The progression in implanted framework can give a space to plan and build up an interpreter framework to
change over the communication via gestures into discourse. As sign language primarily used by deaf but also used by people who
can hear having problem in speaking so the approach used in this analysis is vision based. The glove usesarefittedwithflexsensor
in three dimensions to collect the data from every position of figure and hand motion to differentiate and distinguish each and
every word from a particular sign. Heart attack is the major reason for death among both genders men and women. However, its
occurrence cannot be always predictable. Most common device used to detect heart related problems is an EKG machine which is
reliable to normal user, but is not mobile enough to be used as a monitoring device for a heart patient continuously. Thisprojectis
to develop an algorithm for detecting a heart attack and if so, thentoalertdoctors, familymembersandemergencyservices .Hence
here we introduce a smart health care system which will take care of problems and need of paralyzed and mute people and will
also help in detection of heart attack.
Key Words: Heart rate, flex sensor, Mute People, Gesture Recognition, sign language.
1. INTRODUCTION
Paralysis is defined as the complete loss of muscle function in any part of the body. It occurs when there is a problem with
the passage of messages between the muscles and brain .Due to paralysis patients are not able to move their some of body
parts and also it is very difficult for them to talk with other person for their need or help. Hence our project will helpparalyzed
people to convey their messages to doctor or family member .This project will help them to do something by their own [2]. Its
very difficult for mute people to convey their message to regular people. Since regular people are not trained on hand sign
language, the communication becomes very difficult.Inemergencyorothertimes whena mutepersontravellingoramongnew
people communication with nearby people or conveying a message becomes very difficult. [4]. Here we propose a smart
speaking system that helps mute people in conveying the message to regular people using hand motions or gestures. The
system makes the use of hand motion reading system equipped with motion along with a speakerunit.Thissystem ispowered
by a battery powered circuitry to run it [3]. This framework offers voice to voiceless i.e. voice is given to the individual who
can't talk.Imbecilic/quietindividualsutilizegesture basedcommunicationforcorrespondencereason.Communicationthrough
signing utilizes signals rather than sound to pass on data. This dialect incorporates consolidating hand shapes, hand
developments, outward appearances to express person's considerations [7]. In this framework flex sensors assumes the real
part. Flex sensors are the sensors whose resistivity changes with the measure of curve. This framework show fill in as an
attractive Interpreter used to deciphers Sign Languagein typeofGesturebya DumbPersontoSynthesizedEnglish Wordwhich
has a relating significance in Sign Language which translates a specific thing, as an Audio Output for Normal Person.[8]
2. LITERATURE SURVEY
According to a survey, nearly1 in every 5000 people are paralyzed. Fully paralyzed patientsrequire24hoursupport.Butinthis
days, it is not possible to constant monitor patient. So they need a person which take care’s movement disabled or paralyzed
patient. And appliances cannot be handled by them. So they need constant help and they cannot work independently there are
various applications which can be drive from eye blink detection and these are not limited.Anefficient,realtimeblinkdetection
can be used for almost any purpose. It can be used for on/off appliances such as lighting devices, fan, television or a microwave
oven. Electrooculographic direction of a wheelchair utilizingeyedevelopmentAconvenientremoteeyedevelopmentcontrolled
Human Computer Interface (HCI) for debilitated individual Eye controlled turning on and off the electronic gadgets Launching
the rocket utilizing look in war field A few inquires about have been done as of late to develop Human Computer Interface
[HCI][4].Human Computer Interface as an assistive innovation helps the general population with engine incapacities and who
can't move their arms thus mind boggling human PC interface must be more developed, specific to that of the information
charges, adjusted - to the incapacity of the user, designed in a sheltered and straightforward way. Under to human PC interface
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2674
the most developed. The primary point of the proposed framework is to build up a financially savvy framework which canoffer
voice to voiceless individual with theassistanceofSmartGloves.Itimpliesthatutilizingbrilliantglovescorrespondencewon'tbe
obstruction between two distinct groups and they will have the capacity to discuss effortlessly with the typical individual.
Utilization of keenglovebyindividualwithincapacityinfluencescountrytodevelopandfurthermoretheywon'tvarythemselves
from the typical individuals. In this paper Quiapo et.al. Cover the various prevailing methods of deaf-mute communication
interpreter system. The two broad classification of the communication methodologies used by the deaf –mute people are -
Wearable Communication Device and Online Learning System. Under Wearable communication method, thereareGlovebased
system, Keypad method andHandicom Touch-screen. All the above mentioned three sub-divided methods make useofvarious
sensors, accelerometer, asuitable micro-controller,a text to speech conversion module, a keypad and a touch-screen.Theneed
for an external device to interpret the message between a deaf –muteand non-deaf-mutepeoplecanbeovercomebythesecond
method i.e online learning system. The Online Learning System has different methods. The five subdivided methods are- SLIM
module, TESSA, Wi-See Technology, SWI_PELE System and Web-Sign Technology [1].
In another research Abhinandan Das et.al proposed ISLR system is considered asa pattern recognitiontechniquethat
has two important modules: feature extraction and classification. The joint use of Discrete Wavelet Transform (DWT) based
featureextraction and nearest neighbourclassifierisusedtorecognizethesignlanguage.Theexperimentalresultsshowthatthe
proposed hand gesture recognition system achieves maximum 99.23% classification accuracy while using cosine distance
classifier [2] . In their research Anetha K et.al. presented a schemeusinga database drivenhandgesturerecognitionbasedupon
skin color modelapproach and thresholding approach along withaneffectivetemplatematchingwithcanbeeffectivelyusedfor
human robotics applicationsand similar other applications.. Initially, hand region is segmented by applying skincolormodelin
YCbCr color space. In the next stage thresholding is applied to separate foreground and background. Finally, template based
matching technique is developed using Principal Component Analysis (PCA) for recognition [3]. Aarthi M et.al. Presented the
static hand gesture recognition system using digital image processing. For hand gesture feature vector SIFT algorithm is used.
The SIFT features have been computed at the edges which are invariant to scaling, rotation, addition of noise [4]. Priyanka
Lokhande et.al proposed a method for automatic recognition of signs on the basis of shape based features is presented. For
segmentation of hand region from the images, Otsu’s thresholding algorithm is used, that chooses an optimal threshold to
minimize the within-class variance of threshold black and whitepixels. Features of segmented hand regionarecalculatedusing
Hu’s invariant moments that are fed to ArtificialNeuralNetworkforclassification.Performanceofthesystemisevaluatedonthe
basis of Accuracy, Sensitivity and Specificity [5 ].
Another Authors Anetha K et.al presented various method of hand gesture and sign language recognition proposed in
the past by various researchers. For deaf and dumb people, Sign language is the only way of communication. With the help of
sign language, these physical impaired people express their emotions and thoughts to other person [6]. Priyanka RPotdaret.al.
Proposed a system to aid communication of deaf and dumbpeoplecommunicationusingIndiansignlanguage(ISL)withnormal
people where hand gestures will be converted into appropriatetextmessage.Mainobjectiveistodesignanalgorithmtoconvert
dynamic gestureto text at real time. Finally after testing is done the system willbeimplementedonandroidplatformandwillbe
available as an application for smart phone and tablet pc [7]. Another Author proposeda real timevisionbasedsystemforhand
gesturerecognition for human computer interaction in many applications. The systemcanrecognize35differenthandgestures
given by Indian and American Sign Language or ISL and ASL at faster rate with virtuous accuracy. RGB-to-GRAY segmentation
technique was used to minimize the chances of false detection. Authors proposed a method of improvised Scale Invariant
Feature Transform (SIFT) and same was used to extract features. The system is model using MATLAB. To design and efficient
user friendly hand gesture recognition system, a GUI model has been implemented [8].
One of the researcher Sachin Bhatt et.al. Presented the recent research and development of sign language based on
manual communication and body language. Sign language recognition system typically elaborate three steps preprocessing,
feature extraction and classification .Classification methods used for recognition are Neural Network (NN), Support Vector
Machine(SVM), Hidden Markov Models (HMM) [9]. Mukul Singh Kushwah et.al. Presented application that helps the deaf and
dumb person to communicate with the rest of the world using sign language. The key feature in this system is the real time
gestureto text conversion. The processingstepsinclude:gestureextraction,gesturematchingandconversiontospeech.Gesture
extraction involves use of various image processing techniques such as histogram matching, bounding box computation, skin
colour segmentation and region growing. Techniques applicable for Gesture matching include feature point matching and
correlation based matching. The other features in the application include voicing out of text and text togestureconversion[10].
3. PROPOSED SYSTEM
Sign languages are languages that use the visual-manual modality to convey meaning. Language is expressed via the manual
sign stream in combination with non-manual elements. Sign languages are full-fledged natural languages with their own
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2675
grammar and lexicon. This means that sign languages are not universal and they are not mutually intelligible, although there
are also striking similarities among sign languages.
Fig -1: Block diagram of Assisting System for Paralyzed and Mute People with Heart Rate Monitoring
Linguists consider both spoken and signed communicationtobetypesofnatural language,meaningthat both emergedthrough
an abstract, protracted aging processand evolvedovertimewithoutmeticulousplanning.Signlanguageshouldnot beconfused
with body language, a type of nonverbal communication. Wherever communities of deaf people exist, sign languages have
developed as handy means of communication and they form the core of local deaf cultures. Although signing is used primarily
by the deaf and hard of hearing, it is also used by hearing individuals, such as those unable to physically speak,those who have
trouble with spoken language due to a disability or condition (augmentative and alternative communication), or those with
deaf family members, such as children of deaf adult.
Fig 2: sign language
In this system we used handicap wheelchair which basically works on the principle of acceleration, one acceleration
sensor, provides two axes, acceleration sensors whose output is analog, varies according to acceleration applied to it, by
applying simple formula we calculate the amount of tilt and output of tiltwill decidetomoveinwhichdirection.SensorgivesX-
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2676
axis and Y-axis output independently which is fed to ADC and then micro controller and depending on the pulse width it
decides to move or not. As from the circuit diagram it is clear that we have used micro controller AVR. So the accelerometer
sensor is connected to the port 3 of micro controller. Depending on the movement of sensors, the motor moves in any of the
four directions (i.e. left, right, forward, backward). If the four fingers of the left hand are bend the wheel chair will move in
forward direction. And if the middle two fingers of the left hand are bend then the wheel chairmovesinreversedirection.Ifthe
two fingers from the right hand side are bend then wheel chair moves in right direction.Inthesamewayifthetwofingersfrom
the left hand side are bend then the wheelchair moves in the left direction. Similarly, the movement of single fingers are bend
one by one then various commands are recorded on that particular movements for helping the patient.
4. SYSTEM IMPLEMENTATION
Fig -3: Circuit diagram of Assisting System for Paralyzed and Mute People with Heart Rate Monitoring.
The circuit consists of ATMEGA2560 16AV 1126. It has various impulse of which six are used .The inputs provided to Arduino
are five flex sensors : Flex 1, flex 2,flex 3,flex 4, flex 5 and a heart rate sensor as a sixth input. With the help of these provided
inputs it gives output in the vocal form as well as in the display format. Five vocal outputs of flex sensors are relatedonthefive
outputs of flex sensors .If the first flex sensor is bent then it displays the output as food and provides theoutputinvocal format
too as “Food”. If second flex sensor is bent then Arduino provides output as “Water”. The bending of third sensor provides the
output as “Medicine”. The output is shown as a “Fan” when the fourth sensor is bent. The bending of fifth sensor provides the
output as “Washroom”. When the first two sensors are bent it moves the wheel chair in the right direction. And if the thirdand
fourth flex sensors are bent then the chair is moved to the left side. If first four sensors are bent then wheelchair is moved to
the forward direction. In the same case if second and third flex sensors are bent then the wheel chair moves backwards. The
movement of wheel chair depends on the movement of motors. In this circuit four motors are used. L293D use two motors in
and as we require 4 motors two motors are connected in parallel making two pairs. The voice module has eight channels with
the help of which voice can be recorded in the circuit module. The voice module is regulated by the Arduino and it provides
data to the hardware circuit of voltage divider. LCD is connected to the motor driver.Thishelpstodisplaythemessagewhichis
programmed for a particular movement of sensors. To the voice module a speaker is connected for the family of vocal
messages. Relay is used in the circuit runs at 5V. Battery provides supply to therelay. Inadditiontothisgassensorisconnected
to the Arduino which helps to sense smoke of sprinkler is connected to relay to prevent fire.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2677
Fig 4. -: simulation diagram of Assisting System for Paralyzed and Mute People with Heart Rate Monitoring
4. EXPERIMENTAL RESULTS
The hardware model of the project. The model consists of components like Arduino ATMEGA 2560, Flex sensors, Heart rate
sensor, Resistors, LCD, Voice module, Speaker, L293D motor,MQ3Sensor,Led,RelayandPump.ArduinoATMEGA 2560actsas
a controller of the model. Flex sensors are used to drive the model in forward and backward direction. Voice moduleisusedto
record vocal messages and these recorded messages are displayed on the LCD screen. Four L293d motors are mounted at the
bottom of the model. The pump is mounted to sprinkle the water at the time of fire emergency.
Fig -5: hardware and software implementation of Assisting System for Paralyzed And Mute People with Heart Rate
Monitoring
In about system flex sensors are mounted on the gloves. With the help of movement of fingers the patient can convey message
to the respected care taker. Along with this with the help of flex sensors patient can move the wheel chair in the forward and
backward direction. With the help of pump water is sprinkled when there is fire emergency.
5. CONCLUSION
The task plans to lessen the correspondence hole between hard of hearing or quiet group and ordinary individuals. This
framework will enhance stupid/hard of hearing individual's way of life. Indeed, even it will be useful for the correspondence
between the hard of hearing individual and the idiotic individual. General System is successful and proficient due to the
utilization of Arduino microcontroller and android telephone. With this task gesture based communicationcanbe executedto
convey, the objective individual. The framework has some preferredstandpointover pastframework:Translation ofdiscourse
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2678
to content done effortlessly without squeezing catch. Hard of hearing individual's discourse effortlessly comprehends by
individuals utilizing android telephone. Hard of hearing individual needn't bother with pen or paper for clarifying their
discourse, this framework gives great exactness. In future it may be possible to convert individual character instead of
converting complete sentence. In this proposed system, at max we can used 32 combination because for every flex sensor we
use only one bend, but if all of the bends are used then the combination will become 7776 sentences.
REFERENCES
[1] Quiapo, Carlos Emmanuel A. and Ramos, Katrina Nicole M.,” Development of a Sign Language Translator Using Simplified
Tilt, Flex and Contact Sensor Modules”, 2016 IEEE.
[2]. Abhinandan Das, Lavish Yadav, Mayank Singhal, Raman Sachan, HemangGoyal,KeshavTaparia RaghavGulati,AnkitSingh,
Gaurav Trivedi,” Smart Glove for Sign Language Communications”,2016 IEEE.
[3] Kalpattu S. abhishek, Lee Chun Fai Qubeley, and Derek Ho,”Glove-basedHandGestureRecognitionsignlanguage Translator
Using capacitive Touch Sensor”, 2016 IEEE.
[4] Aarthi M, Vijayalakshmi P, “Sign Language To Speech Conversion”, fifth international conference on Recent Trends In
Information Technology, 2016.
[5] Priyanka Lokhande Riya Prajapati Sandeep Pansare Data Gloves for Sign Language Recognition System International
Journal of Computer Applications (0975 – 8887) National Conference on Emerging Trends in Advanced Communication
Technologies (NCETACT-2015) 11
[6] Anetha K, Rejina Parvin J Hand Talk-A Sign Language Recognition Based On Accelerometer and SEMG Data International
Journal of Innovative Research in Computer and Communication Engineering (An ISO 3297: 2007 Certified Organization)
Vol. 2, Special Issue 3, July 2014.
[7] Priyanka R. Potdar, Dr. D. M. Yadav Innovative ApproachforGesturetoVoiceConversion:Reviewwww.ijird.comJune,2014
Vol 3 Issue 6 International Journal of Innovative Research & Development Page 459.
[8] Detection of Finger Motion using Flex Sensor for Assisting Speech Impaired Heena Joshi1, Shweta Bhati2, Komal Sharma3,
Vandana Matai International Journal of Innovative Research in Science, Engineering and Technology (A High Impact Factor,
Monthly, Peer Reviewed Journal) Vol. 6, Issue 10, October 2017 20798.
[9] Sachin Bhat, Amruthesh M, Ashik, Chidanand Das, Translating Indian Sign Language to text and voice messages using flex
Sensors International Journal of Advanced Research in Computer and Communication Engineering Vol. 4, May 2015.
[10] Mukul Singh Kushwah, Manish Sharma, Kunal Jain and Anish Chopra Sign Language Interpretation Using Pseudo Glove
Springer Science + Business Media Singapore 2017 Proceeding of International Conference on Intelligent Communication,
Control and Devices, Advances in Intelligent Systems and Computing 479, DOI 10.1007/978-981-10-1708-7_2.
[11] Shubham Jadhav, Pratik Shah, Avinash Bagul, ,”Review on Hand Gesture Recognition using Sensor Glove International
Journal of Advanced Research in Computer and Communication Engineering ISO 3297:2007 Certified Vol. 5, Issue 11,
November 2016.
[12] Andrea Corradini, Horst-Michael Gross 2000, “Camera-based Gesture Recognition forRobotControl”,2000IEEE133-138.

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ASSISTING THE DISABLED

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2673 ASSISTING SYSTEM FOR PARALYZED AND MUTE PEOPLE WITH HEART RATE MONITORING Akshay S. Utane1, Mahesh Thorat2, Shivam Kale3, Dakshayani Sangekar4, Shivani Kondhekar5 Assistant Professor, Dept. of EXTC, PRMIT & R Badnera Dept. of EXTC, PRMIT & R Badnera. , Dept. of EXTC, PRMIT & R Badnera. Dept. of EXTC, PRMIT & R Badnera, Dept. of EXTC, PRMIT & R Badnera. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - The noble aim behind this project is to design a health care system which will be helpful for paralyzed and mute people as well as for the detection of heart attack. A Dumb individual all through the world uses gesture based communication for the correspondence. The progression in implanted framework can give a space to plan and build up an interpreter framework to change over the communication via gestures into discourse. As sign language primarily used by deaf but also used by people who can hear having problem in speaking so the approach used in this analysis is vision based. The glove usesarefittedwithflexsensor in three dimensions to collect the data from every position of figure and hand motion to differentiate and distinguish each and every word from a particular sign. Heart attack is the major reason for death among both genders men and women. However, its occurrence cannot be always predictable. Most common device used to detect heart related problems is an EKG machine which is reliable to normal user, but is not mobile enough to be used as a monitoring device for a heart patient continuously. Thisprojectis to develop an algorithm for detecting a heart attack and if so, thentoalertdoctors, familymembersandemergencyservices .Hence here we introduce a smart health care system which will take care of problems and need of paralyzed and mute people and will also help in detection of heart attack. Key Words: Heart rate, flex sensor, Mute People, Gesture Recognition, sign language. 1. INTRODUCTION Paralysis is defined as the complete loss of muscle function in any part of the body. It occurs when there is a problem with the passage of messages between the muscles and brain .Due to paralysis patients are not able to move their some of body parts and also it is very difficult for them to talk with other person for their need or help. Hence our project will helpparalyzed people to convey their messages to doctor or family member .This project will help them to do something by their own [2]. Its very difficult for mute people to convey their message to regular people. Since regular people are not trained on hand sign language, the communication becomes very difficult.Inemergencyorothertimes whena mutepersontravellingoramongnew people communication with nearby people or conveying a message becomes very difficult. [4]. Here we propose a smart speaking system that helps mute people in conveying the message to regular people using hand motions or gestures. The system makes the use of hand motion reading system equipped with motion along with a speakerunit.Thissystem ispowered by a battery powered circuitry to run it [3]. This framework offers voice to voiceless i.e. voice is given to the individual who can't talk.Imbecilic/quietindividualsutilizegesture basedcommunicationforcorrespondencereason.Communicationthrough signing utilizes signals rather than sound to pass on data. This dialect incorporates consolidating hand shapes, hand developments, outward appearances to express person's considerations [7]. In this framework flex sensors assumes the real part. Flex sensors are the sensors whose resistivity changes with the measure of curve. This framework show fill in as an attractive Interpreter used to deciphers Sign Languagein typeofGesturebya DumbPersontoSynthesizedEnglish Wordwhich has a relating significance in Sign Language which translates a specific thing, as an Audio Output for Normal Person.[8] 2. LITERATURE SURVEY According to a survey, nearly1 in every 5000 people are paralyzed. Fully paralyzed patientsrequire24hoursupport.Butinthis days, it is not possible to constant monitor patient. So they need a person which take care’s movement disabled or paralyzed patient. And appliances cannot be handled by them. So they need constant help and they cannot work independently there are various applications which can be drive from eye blink detection and these are not limited.Anefficient,realtimeblinkdetection can be used for almost any purpose. It can be used for on/off appliances such as lighting devices, fan, television or a microwave oven. Electrooculographic direction of a wheelchair utilizingeyedevelopmentAconvenientremoteeyedevelopmentcontrolled Human Computer Interface (HCI) for debilitated individual Eye controlled turning on and off the electronic gadgets Launching the rocket utilizing look in war field A few inquires about have been done as of late to develop Human Computer Interface [HCI][4].Human Computer Interface as an assistive innovation helps the general population with engine incapacities and who can't move their arms thus mind boggling human PC interface must be more developed, specific to that of the information charges, adjusted - to the incapacity of the user, designed in a sheltered and straightforward way. Under to human PC interface
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2674 the most developed. The primary point of the proposed framework is to build up a financially savvy framework which canoffer voice to voiceless individual with theassistanceofSmartGloves.Itimpliesthatutilizingbrilliantglovescorrespondencewon'tbe obstruction between two distinct groups and they will have the capacity to discuss effortlessly with the typical individual. Utilization of keenglovebyindividualwithincapacityinfluencescountrytodevelopandfurthermoretheywon'tvarythemselves from the typical individuals. In this paper Quiapo et.al. Cover the various prevailing methods of deaf-mute communication interpreter system. The two broad classification of the communication methodologies used by the deaf –mute people are - Wearable Communication Device and Online Learning System. Under Wearable communication method, thereareGlovebased system, Keypad method andHandicom Touch-screen. All the above mentioned three sub-divided methods make useofvarious sensors, accelerometer, asuitable micro-controller,a text to speech conversion module, a keypad and a touch-screen.Theneed for an external device to interpret the message between a deaf –muteand non-deaf-mutepeoplecanbeovercomebythesecond method i.e online learning system. The Online Learning System has different methods. The five subdivided methods are- SLIM module, TESSA, Wi-See Technology, SWI_PELE System and Web-Sign Technology [1]. In another research Abhinandan Das et.al proposed ISLR system is considered asa pattern recognitiontechniquethat has two important modules: feature extraction and classification. The joint use of Discrete Wavelet Transform (DWT) based featureextraction and nearest neighbourclassifierisusedtorecognizethesignlanguage.Theexperimentalresultsshowthatthe proposed hand gesture recognition system achieves maximum 99.23% classification accuracy while using cosine distance classifier [2] . In their research Anetha K et.al. presented a schemeusinga database drivenhandgesturerecognitionbasedupon skin color modelapproach and thresholding approach along withaneffectivetemplatematchingwithcanbeeffectivelyusedfor human robotics applicationsand similar other applications.. Initially, hand region is segmented by applying skincolormodelin YCbCr color space. In the next stage thresholding is applied to separate foreground and background. Finally, template based matching technique is developed using Principal Component Analysis (PCA) for recognition [3]. Aarthi M et.al. Presented the static hand gesture recognition system using digital image processing. For hand gesture feature vector SIFT algorithm is used. The SIFT features have been computed at the edges which are invariant to scaling, rotation, addition of noise [4]. Priyanka Lokhande et.al proposed a method for automatic recognition of signs on the basis of shape based features is presented. For segmentation of hand region from the images, Otsu’s thresholding algorithm is used, that chooses an optimal threshold to minimize the within-class variance of threshold black and whitepixels. Features of segmented hand regionarecalculatedusing Hu’s invariant moments that are fed to ArtificialNeuralNetworkforclassification.Performanceofthesystemisevaluatedonthe basis of Accuracy, Sensitivity and Specificity [5 ]. Another Authors Anetha K et.al presented various method of hand gesture and sign language recognition proposed in the past by various researchers. For deaf and dumb people, Sign language is the only way of communication. With the help of sign language, these physical impaired people express their emotions and thoughts to other person [6]. Priyanka RPotdaret.al. Proposed a system to aid communication of deaf and dumbpeoplecommunicationusingIndiansignlanguage(ISL)withnormal people where hand gestures will be converted into appropriatetextmessage.Mainobjectiveistodesignanalgorithmtoconvert dynamic gestureto text at real time. Finally after testing is done the system willbeimplementedonandroidplatformandwillbe available as an application for smart phone and tablet pc [7]. Another Author proposeda real timevisionbasedsystemforhand gesturerecognition for human computer interaction in many applications. The systemcanrecognize35differenthandgestures given by Indian and American Sign Language or ISL and ASL at faster rate with virtuous accuracy. RGB-to-GRAY segmentation technique was used to minimize the chances of false detection. Authors proposed a method of improvised Scale Invariant Feature Transform (SIFT) and same was used to extract features. The system is model using MATLAB. To design and efficient user friendly hand gesture recognition system, a GUI model has been implemented [8]. One of the researcher Sachin Bhatt et.al. Presented the recent research and development of sign language based on manual communication and body language. Sign language recognition system typically elaborate three steps preprocessing, feature extraction and classification .Classification methods used for recognition are Neural Network (NN), Support Vector Machine(SVM), Hidden Markov Models (HMM) [9]. Mukul Singh Kushwah et.al. Presented application that helps the deaf and dumb person to communicate with the rest of the world using sign language. The key feature in this system is the real time gestureto text conversion. The processingstepsinclude:gestureextraction,gesturematchingandconversiontospeech.Gesture extraction involves use of various image processing techniques such as histogram matching, bounding box computation, skin colour segmentation and region growing. Techniques applicable for Gesture matching include feature point matching and correlation based matching. The other features in the application include voicing out of text and text togestureconversion[10]. 3. PROPOSED SYSTEM Sign languages are languages that use the visual-manual modality to convey meaning. Language is expressed via the manual sign stream in combination with non-manual elements. Sign languages are full-fledged natural languages with their own
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2675 grammar and lexicon. This means that sign languages are not universal and they are not mutually intelligible, although there are also striking similarities among sign languages. Fig -1: Block diagram of Assisting System for Paralyzed and Mute People with Heart Rate Monitoring Linguists consider both spoken and signed communicationtobetypesofnatural language,meaningthat both emergedthrough an abstract, protracted aging processand evolvedovertimewithoutmeticulousplanning.Signlanguageshouldnot beconfused with body language, a type of nonverbal communication. Wherever communities of deaf people exist, sign languages have developed as handy means of communication and they form the core of local deaf cultures. Although signing is used primarily by the deaf and hard of hearing, it is also used by hearing individuals, such as those unable to physically speak,those who have trouble with spoken language due to a disability or condition (augmentative and alternative communication), or those with deaf family members, such as children of deaf adult. Fig 2: sign language In this system we used handicap wheelchair which basically works on the principle of acceleration, one acceleration sensor, provides two axes, acceleration sensors whose output is analog, varies according to acceleration applied to it, by applying simple formula we calculate the amount of tilt and output of tiltwill decidetomoveinwhichdirection.SensorgivesX-
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2676 axis and Y-axis output independently which is fed to ADC and then micro controller and depending on the pulse width it decides to move or not. As from the circuit diagram it is clear that we have used micro controller AVR. So the accelerometer sensor is connected to the port 3 of micro controller. Depending on the movement of sensors, the motor moves in any of the four directions (i.e. left, right, forward, backward). If the four fingers of the left hand are bend the wheel chair will move in forward direction. And if the middle two fingers of the left hand are bend then the wheel chairmovesinreversedirection.Ifthe two fingers from the right hand side are bend then wheel chair moves in right direction.Inthesamewayifthetwofingersfrom the left hand side are bend then the wheelchair moves in the left direction. Similarly, the movement of single fingers are bend one by one then various commands are recorded on that particular movements for helping the patient. 4. SYSTEM IMPLEMENTATION Fig -3: Circuit diagram of Assisting System for Paralyzed and Mute People with Heart Rate Monitoring. The circuit consists of ATMEGA2560 16AV 1126. It has various impulse of which six are used .The inputs provided to Arduino are five flex sensors : Flex 1, flex 2,flex 3,flex 4, flex 5 and a heart rate sensor as a sixth input. With the help of these provided inputs it gives output in the vocal form as well as in the display format. Five vocal outputs of flex sensors are relatedonthefive outputs of flex sensors .If the first flex sensor is bent then it displays the output as food and provides theoutputinvocal format too as “Food”. If second flex sensor is bent then Arduino provides output as “Water”. The bending of third sensor provides the output as “Medicine”. The output is shown as a “Fan” when the fourth sensor is bent. The bending of fifth sensor provides the output as “Washroom”. When the first two sensors are bent it moves the wheel chair in the right direction. And if the thirdand fourth flex sensors are bent then the chair is moved to the left side. If first four sensors are bent then wheelchair is moved to the forward direction. In the same case if second and third flex sensors are bent then the wheel chair moves backwards. The movement of wheel chair depends on the movement of motors. In this circuit four motors are used. L293D use two motors in and as we require 4 motors two motors are connected in parallel making two pairs. The voice module has eight channels with the help of which voice can be recorded in the circuit module. The voice module is regulated by the Arduino and it provides data to the hardware circuit of voltage divider. LCD is connected to the motor driver.Thishelpstodisplaythemessagewhichis programmed for a particular movement of sensors. To the voice module a speaker is connected for the family of vocal messages. Relay is used in the circuit runs at 5V. Battery provides supply to therelay. Inadditiontothisgassensorisconnected to the Arduino which helps to sense smoke of sprinkler is connected to relay to prevent fire.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2677 Fig 4. -: simulation diagram of Assisting System for Paralyzed and Mute People with Heart Rate Monitoring 4. EXPERIMENTAL RESULTS The hardware model of the project. The model consists of components like Arduino ATMEGA 2560, Flex sensors, Heart rate sensor, Resistors, LCD, Voice module, Speaker, L293D motor,MQ3Sensor,Led,RelayandPump.ArduinoATMEGA 2560actsas a controller of the model. Flex sensors are used to drive the model in forward and backward direction. Voice moduleisusedto record vocal messages and these recorded messages are displayed on the LCD screen. Four L293d motors are mounted at the bottom of the model. The pump is mounted to sprinkle the water at the time of fire emergency. Fig -5: hardware and software implementation of Assisting System for Paralyzed And Mute People with Heart Rate Monitoring In about system flex sensors are mounted on the gloves. With the help of movement of fingers the patient can convey message to the respected care taker. Along with this with the help of flex sensors patient can move the wheel chair in the forward and backward direction. With the help of pump water is sprinkled when there is fire emergency. 5. CONCLUSION The task plans to lessen the correspondence hole between hard of hearing or quiet group and ordinary individuals. This framework will enhance stupid/hard of hearing individual's way of life. Indeed, even it will be useful for the correspondence between the hard of hearing individual and the idiotic individual. General System is successful and proficient due to the utilization of Arduino microcontroller and android telephone. With this task gesture based communicationcanbe executedto convey, the objective individual. The framework has some preferredstandpointover pastframework:Translation ofdiscourse
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 04 | Apr 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2678 to content done effortlessly without squeezing catch. Hard of hearing individual's discourse effortlessly comprehends by individuals utilizing android telephone. Hard of hearing individual needn't bother with pen or paper for clarifying their discourse, this framework gives great exactness. In future it may be possible to convert individual character instead of converting complete sentence. In this proposed system, at max we can used 32 combination because for every flex sensor we use only one bend, but if all of the bends are used then the combination will become 7776 sentences. REFERENCES [1] Quiapo, Carlos Emmanuel A. and Ramos, Katrina Nicole M.,” Development of a Sign Language Translator Using Simplified Tilt, Flex and Contact Sensor Modules”, 2016 IEEE. [2]. Abhinandan Das, Lavish Yadav, Mayank Singhal, Raman Sachan, HemangGoyal,KeshavTaparia RaghavGulati,AnkitSingh, Gaurav Trivedi,” Smart Glove for Sign Language Communications”,2016 IEEE. [3] Kalpattu S. abhishek, Lee Chun Fai Qubeley, and Derek Ho,”Glove-basedHandGestureRecognitionsignlanguage Translator Using capacitive Touch Sensor”, 2016 IEEE. [4] Aarthi M, Vijayalakshmi P, “Sign Language To Speech Conversion”, fifth international conference on Recent Trends In Information Technology, 2016. [5] Priyanka Lokhande Riya Prajapati Sandeep Pansare Data Gloves for Sign Language Recognition System International Journal of Computer Applications (0975 – 8887) National Conference on Emerging Trends in Advanced Communication Technologies (NCETACT-2015) 11 [6] Anetha K, Rejina Parvin J Hand Talk-A Sign Language Recognition Based On Accelerometer and SEMG Data International Journal of Innovative Research in Computer and Communication Engineering (An ISO 3297: 2007 Certified Organization) Vol. 2, Special Issue 3, July 2014. [7] Priyanka R. Potdar, Dr. D. M. Yadav Innovative ApproachforGesturetoVoiceConversion:Reviewwww.ijird.comJune,2014 Vol 3 Issue 6 International Journal of Innovative Research & Development Page 459. [8] Detection of Finger Motion using Flex Sensor for Assisting Speech Impaired Heena Joshi1, Shweta Bhati2, Komal Sharma3, Vandana Matai International Journal of Innovative Research in Science, Engineering and Technology (A High Impact Factor, Monthly, Peer Reviewed Journal) Vol. 6, Issue 10, October 2017 20798. [9] Sachin Bhat, Amruthesh M, Ashik, Chidanand Das, Translating Indian Sign Language to text and voice messages using flex Sensors International Journal of Advanced Research in Computer and Communication Engineering Vol. 4, May 2015. [10] Mukul Singh Kushwah, Manish Sharma, Kunal Jain and Anish Chopra Sign Language Interpretation Using Pseudo Glove Springer Science + Business Media Singapore 2017 Proceeding of International Conference on Intelligent Communication, Control and Devices, Advances in Intelligent Systems and Computing 479, DOI 10.1007/978-981-10-1708-7_2. [11] Shubham Jadhav, Pratik Shah, Avinash Bagul, ,”Review on Hand Gesture Recognition using Sensor Glove International Journal of Advanced Research in Computer and Communication Engineering ISO 3297:2007 Certified Vol. 5, Issue 11, November 2016. [12] Andrea Corradini, Horst-Michael Gross 2000, “Camera-based Gesture Recognition forRobotControl”,2000IEEE133-138.