SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 299
GESTURE-BASED SMART HAND GLOVES FOR DISABLED PERSONS
M. Teja Sai Chand1, D. Dilip Kumar2, E. Sai Koushik3, L.V.R Chaitanya Prasad4
1-3Student, Department of ECE, Sreenidhi Institute of Science and Technology, Hyderabad, India
4Assistant Professor, Department of ECE, Sreenidhi Institute of Science and Technology, Hyderabad, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Smart Hand Gloves help disabled persons to
live with normal people. Because a deaf or paralyzed person
cannot communicate, these smart gloves allow him to turn
his hand gestures into text and pre-recorded audio. This also
helps a normal person to understand what he is trying to
say and reply accordingly. These Smart Gloves can manage
home appliances, allowing a physically disabled person to
live independently. The project major purpose is to generate
create dependable, easy-to-use, and lightweight smart hand
gloves that will remove the barrier to easy communication
with others easily. We have used Arduino Leonardo in this
project and used the flex sensors to detect hand movements
of the person and then the data from sensors are analyzed in
the Arduino and then the corresponding speech output is
emitted through the speaker and also the message gets
displayed on the LCD screen connected to the Arduino. In
case of any Emergency, separate gestures can be used by the
person so that their family members get alert messages
using GSM Module and immediate action can be taken.
Key Words: Arduino Leonardo, LCD Screen, GSM
Module, Speaker, Hand gloves.
1.INTRODUCTION
In our life, we meet many disabled people, some
of them are partially and some of them are completely
disabled. People who are partially disabled, such as the
deaf and dumb, paralysis in one leg or hand lead their life
with struggles and make them feel separate from others.
Here communication plays a major role in making them
feel better and indulging them in an activity where they
may say themselves as an independent person. The
concept Smart Hand Gloves for Impaired People was born
from this idea, allowing disabled people to live their lives .
Flex Sensors are an important component of this
research. Flex sensors run the length of each finger,
including the thumb, giving the glove a total of five fingers.
The flex sensors' voltage output is in the form of voltage
fluctuations that vary with the degree of bend. This flex
sensor output is sent to the Arduino microcontroller ADC
channels. It converts the analog signal to digital signals
and also processes the signals from the flex sensor. In
addition, the data is received from the sensor by a wired
connection. The gesture is evaluated in this step, and the
resulting output is shown on the LCD while a vocal output
is broadcast back through the speaker. As a result, with
the help of this project, the barrier faced by these people
in communicating with society can be reduced to a great
extent [1].
2. BACKGROUND THEORY
Numerous smart gloves have been introduced in
recent years, with the most popular technology being
wired mode with many unique features, however they
were unreliable, heavyweight, cheap, and difficult to use.
Plug-and-play prototypes are available. It's because of
typical components used in the glove's production process,
such as microcontrollers, wireless transmitters, and flex
sensors, which were powered by a battery that was a touch
bulky and made the glove heavier than other components.
As a result, these types of assemblies are large and difficult
for a handicapped person to utilise. To break down
communication barriers and start a conversation among
persons who are deaf or have other speech disabilities, The
"Sign Language Glove" is a smart glove that can read and
understand sign language, The "Sign Language Glove" is a
smart glove that can interpret sign language from hand
gestures into on-screen visual text and aural dialogue,
designed by a student at Goldsmiths University in London.
Advantages are as follow:-
 It's wireless, with displays and a voice device.
 It has a built-in Battery thus making it Portable
Drawbacks are as follows:-
 As it has large battery, It is cumbersome to
wear.
 As its size is Bulky, It’s difficult to use by a
Disabled person.
 It's delicate, and the parts are expensive.
3. PROBLEM STATEMENT
All the Problems faced by a disabled person
regarding employment can be overcome by our method. So
in the implemented work an intelligent micro controller-
based system using Flex sensors is developed which is able
to-
 Transform gestures into speech and text.
Wireless gloves are not yet feasible in today's technology
since they must incorporate an integrated battery and an
electronics controller board if they are to be utilized as
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 300
wireless, which makes gloves heavier and may irritate.
Thus wired equipment is preferred for patients and
partially disabled people.
4. COMPONENTS
4.1 ARDUINO LEONARDO
The Arduino Leonardo is an open-source
microcontroller development board that has Microchip
ATmega32u4 microcontroller embedded on it and
developed by Arduino. cc. The board has a large number of
analog and digital input/output (I/O) pins that connect to
other Shields (expansion boards) and other circuits. The
board also contains 20 digital Input/Output pins of which
six are capable of PWM output, a 16 MHz crystal oscillator,
12 analog Input/Output pins , and can be programmed
through a type B USB cable using the Arduino IDE
(Integrated Development Environment). It can be powered
either by using a USB connection or by a a 9-volt battery,
but only handles voltages between 7 to 20 volts.
It's comparable to the Arduino Uno and Nano. The
ATmega32u4 has 32 KB of memory which consists of 4 KB
used for the boot loader. There's additionally 1 KB of
EEPROM and 2.5 KB of SRAM onboard which can be both
read and written with the help of the EEPROM library. The
Leonardo has several facilities for communicating with a
laptop, other microcontrollers, or other Arduino. The
ATmega32U4 supports UART TTL(5v) Serial
Communication, which may be accessed through digital
pins 1 (TX) and 0 (RX). The 32U4 also supports serial
(CDC) connection over USB and appears as a virtual com
port to applications on the laptop.
Fig -1: Arduino leonardo Pinout
The microcontroller on the Arduino Leonardo can’t be
detached, it’s mounted on the Arduino board, while the
microcontroller contained On the Arduino Uno, it is simple
to remove. The Arduino Leonardo's Microcontroller offers
far greater USB compatibility than the Arduino Uno,
allowing developers to construct more versatile USB
applications. Instead, it uses a USB-to-serial converter
based on an Atmega16U2 microcontroller (Atmega8U2 up
to version number R2).
4.2. FLEX SENSOR
When the sensor is bent, the terminal resistance of
the variable resistor rises. As a result, the sensor resistance
rises in proportion to the surface linearity. . So it usually
senses the change in linearity. The Flex Sensor is regarded
as a Changeable printed resistor that achieves excellent
form factor on a thin and flexible substrate. When the
substrate is bent forward or backward, the sensor gives a
resistance output that is proportional to the bending radius
of the substrate of the flex sensor, the smaller the bending
of the flex sensor the larger is its resistance value. radius,
the higher is the resistance value. The nominal resistance
of the Flex sensor is when its surface is totally linear.
When bent at a 45-degree angle, the Flex sensor's
resistance doubles when compared to its nominal state.
When the bend is raised to 90 degrees, the resistance might
be four times that of nominal resistance As a result, the
resistance across the terminals rises in a straight line with
a bending angle. In a sense, the Flex sensor transforms flex
angle to resistance equivalent.
Fig- 2: Flex Sensor
4.3. LCD DISPLAY
Liquid crystal display (LCD) is the display
technology used in laptops and other tiny computers. LCDs,
like gas-plasma and light-emitting diode (LED)
technologies, allow for significantly smaller screen displays
than the Cathode ray Tubes(CRT) Technology.
The liquid crystal display screen operates by
blocking light rather than emitting it. LCDs require a
backlight, since they do not emit light. LCD panels have
largely replaced the usage of cathode ray tubes in our daily
lives. Cathode-ray tubes use more energy and are also
heavier and bulkier than LCDs.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 301
Fig -3: LCD Display
4.4 GLOVES
A glove is an item of clothing that covers the hand
of a person. There are many different types of gloves
available on the market. Gloves come in a variety of fabrics
and materials, and they're utilised in a variety of ways..
Fig -4: Gloves
4.5 VECTOR BOARD
It's a pre-punched insulating punched board,
plated copper clad or unclad, with a range of hole sizes and
grid atters. All-purpose A pre-punched insulating
punchboard is available in a number of grid configurations
for building circuit components, as shown below.
Vectorbord offers FR2 phenolic, FR4 epoxy glass, FR4 HiTg
170°C, and CEM-1 epoxy glass composite materials.
Vectorbord offers unplated copper clad on one side, both
sides, or unclad with no copper layer on either side.
Fig -5: Vector Board
4.6 GSM 800A
GSM is an open and Universal digital cellular
system that transmits data and Telephony over frequency
bands such as 1900Mhz, 900Mhz, 850Mhz, 1800Mhz
frequency bands. The GSM system was designed as a digital
communication system that communicates using the time
division multiple access (TDMA) technology.
Fig -6: GSM 800A
4.7 ARDUINO IDE
The Arduino IDE is a free software programme
that allows users to create and upload code in real time.
The Arduino IDE is compatible with Windows, Mac OS, and
Linux. The majority of its code is written in javascript,
making it simple to change and compile.
Fig -7: Arduino IDE
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 302
5. DESIGN IMPLEMENTATION DETAILS:
BLOCK DIAGRAM
Fig -8: Block Diagram
The above block diagram depicts the entire
architecture of Smart Gloves for Disabled People, which
includes components like Flex Sensors, Arduino Leonardo,
16*2 LCD Screen, and APR33A3 Voice Playback Module.
The Arduino Leonardo Microcontroller Board, which has
interfaced with a flex sensor, speech module, transmitter,
and LCD screen, is at the heart of the smart gloves device.
The power supply block supplies voltages of 5 and 9 volts
to the entire unit.
6. IMPLEMENTATION
The work of this project starts from the movement
of hand gloves where the flex sensors are attached, and the
value of the sensor changes when it experiences bending.
The flex sensor is another type of potentiometer attached
to the fingers when we bend the figure the value of the
sensor gets changed. Here Arduino is used for
programming and interfacing purpose. The LCD is used to
show the message that conveys the Message from hand
movements. The output is displayed on the LCD screen as
well as audio output is sent through a speaker which is
received from Arduino Leonardo. GSM sends the SMS and
makes calls to the given phone number.
7. WORKING
The project starts working from the movement of
hand gloves worn by a person where the flex sensors are
attached, and the resistance value of the sensor changes
when it experiences spatial bending. The flex sensor is also
a type of potentiometer that is connected to the fingers and
it is bending the value of the sensor get changed. The
changing value of the sensor depends upon the resistance
value across the sensor and the applied angle of the
bending when we bend the sensor at some particular angle
we can see the value of the resistance is an increase and
accordingly, the output gets increased or reduced. On the
other hand, we can say that it is inversely proportional
when the resistance of the sensor is increased at that
moment the value of output decrease and accordingly, to
the resistance, we can make a project by getting the
advantage of this process.
Fig -9: Implemented Design
Working of a flex sensor:-
It works on principle on voltage stopper. Here the
values are been given to Arduino Leonardo through the flex
moment
Working of Arduino Leonardo:-
Values are been taken from the flex sensor and the
instruction are given to the LCD and GSM module
accordingly
Working of LCD and GSM:-
The output is displayed on LCD screen which are
recived from Arduino Leonardo. GSM send the SMS and
make calls to phone number given.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 303
8. RESULTS
Fig -10: Message display on LED screen
Fig -11: Hand Glove Sign Movements
The above figure shows the message that is displayed on
the LED Screen for the corresponding Hand Gesture is
observed.
9. CONCLUSIONS
The project consists of a glove that is worn by a
person to communicate easily with others. A flex sensor is
incorporated in the glove, and this sensor provides discrete
values to the Arduino Leonardo each time we bend it in this
way the instructions are calculated and this signal to
screen and GSM module to send SMS respectively During
this project, we face various challenges. We have tried to
minimize the problem as far as possible. There is a problem
with making it wireless. So, we observed and analyzed
various research papers and products available in the
market which are bulky, difficult to handle, and delicate in
structure. Since this was a prototype our main focus is kept
on building an efficient model, which can solve or minimize
the communication problem for disabled people.
10. FUTURE SCOPE
This type of communication is very important for
paralyzed persons to express their needs to others. so this
is further improved by making it wireless using Bluetooth
module or with Wifi module to make it comment to there
user and precision of the flex sensor also will be improved.
This are further can be implemented.
REFERENCES
[1] K. V. Fale, Akshay Phalke, Pratik Chaudhari,
PradeepJadhav. “Smart Glove: Gesture Vocalizer
for Deaf and Dumb People”.International Journal
of Innovative Research in Computer and
Communication Engineering, Vol. 4, Issue 4,
April 2016.
[2] Harmeet Kaur, Amit Saxena, Abhishek Tandon,
Keshav Mehrotra, Khushboo Kashyap. “A Review
Paper On Evolution Of Smart Glove”.
International Journal of Scientific Research and
Management Studies (IJSRMS), ISSN: 2349-3771,
Volume 3 Issue3, pg: 124-128.
[3] Priya Matnani, “Glove Based And Accelerometer
Based Gesture Control: A Literature Review”,
International Journal of Technical Research and
Applications e-ISSN: 2320-8163, www.ijtra.com
Volume 3, Issue 6 (November-December, 2015),
PP.216-221.
[4] Dhawal L. Patel, Harshal S. Tapase,Praful A.
Landge, Parmeshwar P. More, Prof. A. P.
Bagade5.”SMART HAND GLOVES FOR DISABLE
PEOPLE”.International Research Journal of
Engineering and Technology (IRJET).Volume: 05
Issue: 04 | Apr-2018.
[5] Tushar Chouhan, Ankit Panse, Anvesh Ku mar
Voona and S. M. Sameer, “Smart Glove with
Gesture Recognition Ability for Hearing and
Speech Impaired,”IEEE Global Humanitarian
Technology Conference- South Asia Satellite
(GHTC-SAS), S eptember 26-27, 2014.

More Related Content

Similar to GESTURE-BASED SMART HAND GLOVES FOR DISABLED PERSONS

Drowsiness Detected For Vehicle Using Smart Glass With Eye Blink Sensor
Drowsiness Detected For Vehicle Using Smart Glass With Eye Blink SensorDrowsiness Detected For Vehicle Using Smart Glass With Eye Blink Sensor
Drowsiness Detected For Vehicle Using Smart Glass With Eye Blink Sensor
IRJET Journal
 
IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...
IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...
IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...
IRJET Journal
 
IRJET - Boat Shrinking Alert System using IoT
IRJET -  	  Boat Shrinking Alert System using IoTIRJET -  	  Boat Shrinking Alert System using IoT
IRJET - Boat Shrinking Alert System using IoT
IRJET Journal
 
REAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISIS
REAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISISREAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISIS
REAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISIS
IRJET Journal
 
IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...
IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...
IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...
IRJET Journal
 
Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.
IRJET Journal
 
IRJET- Home Automation using Arduino and IoT
IRJET-  	  Home Automation using Arduino and IoTIRJET-  	  Home Automation using Arduino and IoT
IRJET- Home Automation using Arduino and IoT
IRJET Journal
 
IRJET- Rescue of Psycological Infirmity People using Wirless Network
IRJET- Rescue of Psycological Infirmity People using Wirless NetworkIRJET- Rescue of Psycological Infirmity People using Wirless Network
IRJET- Rescue of Psycological Infirmity People using Wirless Network
IRJET Journal
 
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET Journal
 
Smart Spine Posture Detector
Smart Spine Posture DetectorSmart Spine Posture Detector
Smart Spine Posture Detector
IRJET Journal
 
IRJET- An Aid for Visually Impaired Pedestrain
IRJET- An Aid for Visually Impaired PedestrainIRJET- An Aid for Visually Impaired Pedestrain
IRJET- An Aid for Visually Impaired Pedestrain
IRJET Journal
 
IRJET- Design and Implementation of Driverless Car using Machine Learning
IRJET- Design and Implementation of Driverless Car using Machine LearningIRJET- Design and Implementation of Driverless Car using Machine Learning
IRJET- Design and Implementation of Driverless Car using Machine Learning
IRJET Journal
 
THIRD EYE FOR BLIND
THIRD EYE FOR BLINDTHIRD EYE FOR BLIND
THIRD EYE FOR BLIND
IRJET Journal
 
Decibel meter using IoT with notice board
Decibel meter using IoT with notice boardDecibel meter using IoT with notice board
Decibel meter using IoT with notice board
IRJET Journal
 
Design connected thermometer
Design connected thermometerDesign connected thermometer
Design connected thermometer
S Martial Anicet KIEMDE
 
IRJET- Smart Vehicle Security System using Finger Print Sensor
IRJET- Smart Vehicle Security System using Finger Print SensorIRJET- Smart Vehicle Security System using Finger Print Sensor
IRJET- Smart Vehicle Security System using Finger Print Sensor
IRJET Journal
 
IP Based Patient Monitoring System
IP Based Patient Monitoring SystemIP Based Patient Monitoring System
IP Based Patient Monitoring System
IRJET Journal
 
SMART WASTE MANAGEMENT SYSTEM USING IOT
SMART WASTE MANAGEMENT SYSTEM USING IOTSMART WASTE MANAGEMENT SYSTEM USING IOT
SMART WASTE MANAGEMENT SYSTEM USING IOT
IRJET Journal
 
IRJET- Smart Trolley with Automated Billing System
IRJET- Smart Trolley with Automated Billing SystemIRJET- Smart Trolley with Automated Billing System
IRJET- Smart Trolley with Automated Billing System
IRJET Journal
 
IRJET - Zigbee based Street Light Control System
IRJET - Zigbee based Street Light Control SystemIRJET - Zigbee based Street Light Control System
IRJET - Zigbee based Street Light Control System
IRJET Journal
 

Similar to GESTURE-BASED SMART HAND GLOVES FOR DISABLED PERSONS (20)

Drowsiness Detected For Vehicle Using Smart Glass With Eye Blink Sensor
Drowsiness Detected For Vehicle Using Smart Glass With Eye Blink SensorDrowsiness Detected For Vehicle Using Smart Glass With Eye Blink Sensor
Drowsiness Detected For Vehicle Using Smart Glass With Eye Blink Sensor
 
IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...
IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...
IRJET - Web-based Chatbot for Continuous Conversation using Artificial Intell...
 
IRJET - Boat Shrinking Alert System using IoT
IRJET -  	  Boat Shrinking Alert System using IoTIRJET -  	  Boat Shrinking Alert System using IoT
IRJET - Boat Shrinking Alert System using IoT
 
REAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISIS
REAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISISREAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISIS
REAL-TIME LOCATION TRACKER FOR HEALTH PATIENT IN CRISIS
 
IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...
IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...
IRJET - Sign Language to Speech Conversion Gloves using Arduino and Flex Sens...
 
Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.Advanced Detectable And Foldable Blind Stick.
Advanced Detectable And Foldable Blind Stick.
 
IRJET- Home Automation using Arduino and IoT
IRJET-  	  Home Automation using Arduino and IoTIRJET-  	  Home Automation using Arduino and IoT
IRJET- Home Automation using Arduino and IoT
 
IRJET- Rescue of Psycological Infirmity People using Wirless Network
IRJET- Rescue of Psycological Infirmity People using Wirless NetworkIRJET- Rescue of Psycological Infirmity People using Wirless Network
IRJET- Rescue of Psycological Infirmity People using Wirless Network
 
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...IRJET-  	  Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
IRJET- Gesture Controlled Speaking Microcontroller for Dumb and Handicapp...
 
Smart Spine Posture Detector
Smart Spine Posture DetectorSmart Spine Posture Detector
Smart Spine Posture Detector
 
IRJET- An Aid for Visually Impaired Pedestrain
IRJET- An Aid for Visually Impaired PedestrainIRJET- An Aid for Visually Impaired Pedestrain
IRJET- An Aid for Visually Impaired Pedestrain
 
IRJET- Design and Implementation of Driverless Car using Machine Learning
IRJET- Design and Implementation of Driverless Car using Machine LearningIRJET- Design and Implementation of Driverless Car using Machine Learning
IRJET- Design and Implementation of Driverless Car using Machine Learning
 
THIRD EYE FOR BLIND
THIRD EYE FOR BLINDTHIRD EYE FOR BLIND
THIRD EYE FOR BLIND
 
Decibel meter using IoT with notice board
Decibel meter using IoT with notice boardDecibel meter using IoT with notice board
Decibel meter using IoT with notice board
 
Design connected thermometer
Design connected thermometerDesign connected thermometer
Design connected thermometer
 
IRJET- Smart Vehicle Security System using Finger Print Sensor
IRJET- Smart Vehicle Security System using Finger Print SensorIRJET- Smart Vehicle Security System using Finger Print Sensor
IRJET- Smart Vehicle Security System using Finger Print Sensor
 
IP Based Patient Monitoring System
IP Based Patient Monitoring SystemIP Based Patient Monitoring System
IP Based Patient Monitoring System
 
SMART WASTE MANAGEMENT SYSTEM USING IOT
SMART WASTE MANAGEMENT SYSTEM USING IOTSMART WASTE MANAGEMENT SYSTEM USING IOT
SMART WASTE MANAGEMENT SYSTEM USING IOT
 
IRJET- Smart Trolley with Automated Billing System
IRJET- Smart Trolley with Automated Billing SystemIRJET- Smart Trolley with Automated Billing System
IRJET- Smart Trolley with Automated Billing System
 
IRJET - Zigbee based Street Light Control System
IRJET - Zigbee based Street Light Control SystemIRJET - Zigbee based Street Light Control System
IRJET - Zigbee based Street Light Control System
 

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 STRUCTURE
IRJET 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 Characteristics
IRJET 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 ADAS
IRJET 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 Pro
IRJET 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 System
IRJET 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 bridges
IRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
IRJET 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 Design
IRJET 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

一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
nedcocy
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
KrishnaveniKrishnara1
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
Yasser Mahgoub
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
bijceesjournal
 
Welding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdfWelding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdf
AjmalKhan50578
 
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
PIMR BHOPAL
 
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
IJECEIAES
 
morris_worm_intro_and_source_code_analysis_.pdf
morris_worm_intro_and_source_code_analysis_.pdfmorris_worm_intro_and_source_code_analysis_.pdf
morris_worm_intro_and_source_code_analysis_.pdf
ycwu0509
 
TIME TABLE MANAGEMENT SYSTEM testing.pptx
TIME TABLE MANAGEMENT SYSTEM testing.pptxTIME TABLE MANAGEMENT SYSTEM testing.pptx
TIME TABLE MANAGEMENT SYSTEM testing.pptx
CVCSOfficial
 
Digital Twins Computer Networking Paper Presentation.pptx
Digital Twins Computer Networking Paper Presentation.pptxDigital Twins Computer Networking Paper Presentation.pptx
Digital Twins Computer Networking Paper Presentation.pptx
aryanpankaj78
 
Generative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdfGenerative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdf
mahaffeycheryld
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
IJECEIAES
 
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
MadhavJungKarki
 
An Introduction to the Compiler Designss
An Introduction to the Compiler DesignssAn Introduction to the Compiler Designss
An Introduction to the Compiler Designss
ElakkiaU
 
Software Engineering and Project Management - Software Testing + Agile Method...
Software Engineering and Project Management - Software Testing + Agile Method...Software Engineering and Project Management - Software Testing + Agile Method...
Software Engineering and Project Management - Software Testing + Agile Method...
Prakhyath Rai
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
Yasser Mahgoub
 
SCALING OF MOS CIRCUITS m .pptx
SCALING OF MOS CIRCUITS m                 .pptxSCALING OF MOS CIRCUITS m                 .pptx
SCALING OF MOS CIRCUITS m .pptx
harshapolam10
 
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
Paris Salesforce Developer Group
 
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
upoux
 
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
171ticu
 

Recently uploaded (20)

一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
一比一原版(爱大毕业证书)爱荷华大学毕业证如何办理
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
 
Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...Comparative analysis between traditional aquaponics and reconstructed aquapon...
Comparative analysis between traditional aquaponics and reconstructed aquapon...
 
Welding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdfWelding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdf
 
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...
 
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
 
morris_worm_intro_and_source_code_analysis_.pdf
morris_worm_intro_and_source_code_analysis_.pdfmorris_worm_intro_and_source_code_analysis_.pdf
morris_worm_intro_and_source_code_analysis_.pdf
 
TIME TABLE MANAGEMENT SYSTEM testing.pptx
TIME TABLE MANAGEMENT SYSTEM testing.pptxTIME TABLE MANAGEMENT SYSTEM testing.pptx
TIME TABLE MANAGEMENT SYSTEM testing.pptx
 
Digital Twins Computer Networking Paper Presentation.pptx
Digital Twins Computer Networking Paper Presentation.pptxDigital Twins Computer Networking Paper Presentation.pptx
Digital Twins Computer Networking Paper Presentation.pptx
 
Generative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdfGenerative AI Use cases applications solutions and implementation.pdf
Generative AI Use cases applications solutions and implementation.pdf
 
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...
 
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
1FIDIC-CONSTRUCTION-CONTRACT-2ND-ED-2017-RED-BOOK.pdf
 
An Introduction to the Compiler Designss
An Introduction to the Compiler DesignssAn Introduction to the Compiler Designss
An Introduction to the Compiler Designss
 
Software Engineering and Project Management - Software Testing + Agile Method...
Software Engineering and Project Management - Software Testing + Agile Method...Software Engineering and Project Management - Software Testing + Agile Method...
Software Engineering and Project Management - Software Testing + Agile Method...
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 08 Doors and Windows.pdf
 
SCALING OF MOS CIRCUITS m .pptx
SCALING OF MOS CIRCUITS m                 .pptxSCALING OF MOS CIRCUITS m                 .pptx
SCALING OF MOS CIRCUITS m .pptx
 
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
AI + Data Community Tour - Build the Next Generation of Apps with the Einstei...
 
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
一比一原版(uofo毕业证书)美国俄勒冈大学毕业证如何办理
 
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样学校原版美国波士顿大学毕业证学历学位证书原版一模一样
学校原版美国波士顿大学毕业证学历学位证书原版一模一样
 

GESTURE-BASED SMART HAND GLOVES FOR DISABLED PERSONS

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 299 GESTURE-BASED SMART HAND GLOVES FOR DISABLED PERSONS M. Teja Sai Chand1, D. Dilip Kumar2, E. Sai Koushik3, L.V.R Chaitanya Prasad4 1-3Student, Department of ECE, Sreenidhi Institute of Science and Technology, Hyderabad, India 4Assistant Professor, Department of ECE, Sreenidhi Institute of Science and Technology, Hyderabad, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Smart Hand Gloves help disabled persons to live with normal people. Because a deaf or paralyzed person cannot communicate, these smart gloves allow him to turn his hand gestures into text and pre-recorded audio. This also helps a normal person to understand what he is trying to say and reply accordingly. These Smart Gloves can manage home appliances, allowing a physically disabled person to live independently. The project major purpose is to generate create dependable, easy-to-use, and lightweight smart hand gloves that will remove the barrier to easy communication with others easily. We have used Arduino Leonardo in this project and used the flex sensors to detect hand movements of the person and then the data from sensors are analyzed in the Arduino and then the corresponding speech output is emitted through the speaker and also the message gets displayed on the LCD screen connected to the Arduino. In case of any Emergency, separate gestures can be used by the person so that their family members get alert messages using GSM Module and immediate action can be taken. Key Words: Arduino Leonardo, LCD Screen, GSM Module, Speaker, Hand gloves. 1.INTRODUCTION In our life, we meet many disabled people, some of them are partially and some of them are completely disabled. People who are partially disabled, such as the deaf and dumb, paralysis in one leg or hand lead their life with struggles and make them feel separate from others. Here communication plays a major role in making them feel better and indulging them in an activity where they may say themselves as an independent person. The concept Smart Hand Gloves for Impaired People was born from this idea, allowing disabled people to live their lives . Flex Sensors are an important component of this research. Flex sensors run the length of each finger, including the thumb, giving the glove a total of five fingers. The flex sensors' voltage output is in the form of voltage fluctuations that vary with the degree of bend. This flex sensor output is sent to the Arduino microcontroller ADC channels. It converts the analog signal to digital signals and also processes the signals from the flex sensor. In addition, the data is received from the sensor by a wired connection. The gesture is evaluated in this step, and the resulting output is shown on the LCD while a vocal output is broadcast back through the speaker. As a result, with the help of this project, the barrier faced by these people in communicating with society can be reduced to a great extent [1]. 2. BACKGROUND THEORY Numerous smart gloves have been introduced in recent years, with the most popular technology being wired mode with many unique features, however they were unreliable, heavyweight, cheap, and difficult to use. Plug-and-play prototypes are available. It's because of typical components used in the glove's production process, such as microcontrollers, wireless transmitters, and flex sensors, which were powered by a battery that was a touch bulky and made the glove heavier than other components. As a result, these types of assemblies are large and difficult for a handicapped person to utilise. To break down communication barriers and start a conversation among persons who are deaf or have other speech disabilities, The "Sign Language Glove" is a smart glove that can read and understand sign language, The "Sign Language Glove" is a smart glove that can interpret sign language from hand gestures into on-screen visual text and aural dialogue, designed by a student at Goldsmiths University in London. Advantages are as follow:-  It's wireless, with displays and a voice device.  It has a built-in Battery thus making it Portable Drawbacks are as follows:-  As it has large battery, It is cumbersome to wear.  As its size is Bulky, It’s difficult to use by a Disabled person.  It's delicate, and the parts are expensive. 3. PROBLEM STATEMENT All the Problems faced by a disabled person regarding employment can be overcome by our method. So in the implemented work an intelligent micro controller- based system using Flex sensors is developed which is able to-  Transform gestures into speech and text. Wireless gloves are not yet feasible in today's technology since they must incorporate an integrated battery and an electronics controller board if they are to be utilized as
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 300 wireless, which makes gloves heavier and may irritate. Thus wired equipment is preferred for patients and partially disabled people. 4. COMPONENTS 4.1 ARDUINO LEONARDO The Arduino Leonardo is an open-source microcontroller development board that has Microchip ATmega32u4 microcontroller embedded on it and developed by Arduino. cc. The board has a large number of analog and digital input/output (I/O) pins that connect to other Shields (expansion boards) and other circuits. The board also contains 20 digital Input/Output pins of which six are capable of PWM output, a 16 MHz crystal oscillator, 12 analog Input/Output pins , and can be programmed through a type B USB cable using the Arduino IDE (Integrated Development Environment). It can be powered either by using a USB connection or by a a 9-volt battery, but only handles voltages between 7 to 20 volts. It's comparable to the Arduino Uno and Nano. The ATmega32u4 has 32 KB of memory which consists of 4 KB used for the boot loader. There's additionally 1 KB of EEPROM and 2.5 KB of SRAM onboard which can be both read and written with the help of the EEPROM library. The Leonardo has several facilities for communicating with a laptop, other microcontrollers, or other Arduino. The ATmega32U4 supports UART TTL(5v) Serial Communication, which may be accessed through digital pins 1 (TX) and 0 (RX). The 32U4 also supports serial (CDC) connection over USB and appears as a virtual com port to applications on the laptop. Fig -1: Arduino leonardo Pinout The microcontroller on the Arduino Leonardo can’t be detached, it’s mounted on the Arduino board, while the microcontroller contained On the Arduino Uno, it is simple to remove. The Arduino Leonardo's Microcontroller offers far greater USB compatibility than the Arduino Uno, allowing developers to construct more versatile USB applications. Instead, it uses a USB-to-serial converter based on an Atmega16U2 microcontroller (Atmega8U2 up to version number R2). 4.2. FLEX SENSOR When the sensor is bent, the terminal resistance of the variable resistor rises. As a result, the sensor resistance rises in proportion to the surface linearity. . So it usually senses the change in linearity. The Flex Sensor is regarded as a Changeable printed resistor that achieves excellent form factor on a thin and flexible substrate. When the substrate is bent forward or backward, the sensor gives a resistance output that is proportional to the bending radius of the substrate of the flex sensor, the smaller the bending of the flex sensor the larger is its resistance value. radius, the higher is the resistance value. The nominal resistance of the Flex sensor is when its surface is totally linear. When bent at a 45-degree angle, the Flex sensor's resistance doubles when compared to its nominal state. When the bend is raised to 90 degrees, the resistance might be four times that of nominal resistance As a result, the resistance across the terminals rises in a straight line with a bending angle. In a sense, the Flex sensor transforms flex angle to resistance equivalent. Fig- 2: Flex Sensor 4.3. LCD DISPLAY Liquid crystal display (LCD) is the display technology used in laptops and other tiny computers. LCDs, like gas-plasma and light-emitting diode (LED) technologies, allow for significantly smaller screen displays than the Cathode ray Tubes(CRT) Technology. The liquid crystal display screen operates by blocking light rather than emitting it. LCDs require a backlight, since they do not emit light. LCD panels have largely replaced the usage of cathode ray tubes in our daily lives. Cathode-ray tubes use more energy and are also heavier and bulkier than LCDs.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 301 Fig -3: LCD Display 4.4 GLOVES A glove is an item of clothing that covers the hand of a person. There are many different types of gloves available on the market. Gloves come in a variety of fabrics and materials, and they're utilised in a variety of ways.. Fig -4: Gloves 4.5 VECTOR BOARD It's a pre-punched insulating punched board, plated copper clad or unclad, with a range of hole sizes and grid atters. All-purpose A pre-punched insulating punchboard is available in a number of grid configurations for building circuit components, as shown below. Vectorbord offers FR2 phenolic, FR4 epoxy glass, FR4 HiTg 170°C, and CEM-1 epoxy glass composite materials. Vectorbord offers unplated copper clad on one side, both sides, or unclad with no copper layer on either side. Fig -5: Vector Board 4.6 GSM 800A GSM is an open and Universal digital cellular system that transmits data and Telephony over frequency bands such as 1900Mhz, 900Mhz, 850Mhz, 1800Mhz frequency bands. The GSM system was designed as a digital communication system that communicates using the time division multiple access (TDMA) technology. Fig -6: GSM 800A 4.7 ARDUINO IDE The Arduino IDE is a free software programme that allows users to create and upload code in real time. The Arduino IDE is compatible with Windows, Mac OS, and Linux. The majority of its code is written in javascript, making it simple to change and compile. Fig -7: Arduino IDE
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 302 5. DESIGN IMPLEMENTATION DETAILS: BLOCK DIAGRAM Fig -8: Block Diagram The above block diagram depicts the entire architecture of Smart Gloves for Disabled People, which includes components like Flex Sensors, Arduino Leonardo, 16*2 LCD Screen, and APR33A3 Voice Playback Module. The Arduino Leonardo Microcontroller Board, which has interfaced with a flex sensor, speech module, transmitter, and LCD screen, is at the heart of the smart gloves device. The power supply block supplies voltages of 5 and 9 volts to the entire unit. 6. IMPLEMENTATION The work of this project starts from the movement of hand gloves where the flex sensors are attached, and the value of the sensor changes when it experiences bending. The flex sensor is another type of potentiometer attached to the fingers when we bend the figure the value of the sensor gets changed. Here Arduino is used for programming and interfacing purpose. The LCD is used to show the message that conveys the Message from hand movements. The output is displayed on the LCD screen as well as audio output is sent through a speaker which is received from Arduino Leonardo. GSM sends the SMS and makes calls to the given phone number. 7. WORKING The project starts working from the movement of hand gloves worn by a person where the flex sensors are attached, and the resistance value of the sensor changes when it experiences spatial bending. The flex sensor is also a type of potentiometer that is connected to the fingers and it is bending the value of the sensor get changed. The changing value of the sensor depends upon the resistance value across the sensor and the applied angle of the bending when we bend the sensor at some particular angle we can see the value of the resistance is an increase and accordingly, the output gets increased or reduced. On the other hand, we can say that it is inversely proportional when the resistance of the sensor is increased at that moment the value of output decrease and accordingly, to the resistance, we can make a project by getting the advantage of this process. Fig -9: Implemented Design Working of a flex sensor:- It works on principle on voltage stopper. Here the values are been given to Arduino Leonardo through the flex moment Working of Arduino Leonardo:- Values are been taken from the flex sensor and the instruction are given to the LCD and GSM module accordingly Working of LCD and GSM:- The output is displayed on LCD screen which are recived from Arduino Leonardo. GSM send the SMS and make calls to phone number given.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 03 | Mar 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 303 8. RESULTS Fig -10: Message display on LED screen Fig -11: Hand Glove Sign Movements The above figure shows the message that is displayed on the LED Screen for the corresponding Hand Gesture is observed. 9. CONCLUSIONS The project consists of a glove that is worn by a person to communicate easily with others. A flex sensor is incorporated in the glove, and this sensor provides discrete values to the Arduino Leonardo each time we bend it in this way the instructions are calculated and this signal to screen and GSM module to send SMS respectively During this project, we face various challenges. We have tried to minimize the problem as far as possible. There is a problem with making it wireless. So, we observed and analyzed various research papers and products available in the market which are bulky, difficult to handle, and delicate in structure. Since this was a prototype our main focus is kept on building an efficient model, which can solve or minimize the communication problem for disabled people. 10. FUTURE SCOPE This type of communication is very important for paralyzed persons to express their needs to others. so this is further improved by making it wireless using Bluetooth module or with Wifi module to make it comment to there user and precision of the flex sensor also will be improved. This are further can be implemented. REFERENCES [1] K. V. Fale, Akshay Phalke, Pratik Chaudhari, PradeepJadhav. “Smart Glove: Gesture Vocalizer for Deaf and Dumb People”.International Journal of Innovative Research in Computer and Communication Engineering, Vol. 4, Issue 4, April 2016. [2] Harmeet Kaur, Amit Saxena, Abhishek Tandon, Keshav Mehrotra, Khushboo Kashyap. “A Review Paper On Evolution Of Smart Glove”. International Journal of Scientific Research and Management Studies (IJSRMS), ISSN: 2349-3771, Volume 3 Issue3, pg: 124-128. [3] Priya Matnani, “Glove Based And Accelerometer Based Gesture Control: A Literature Review”, International Journal of Technical Research and Applications e-ISSN: 2320-8163, www.ijtra.com Volume 3, Issue 6 (November-December, 2015), PP.216-221. [4] Dhawal L. Patel, Harshal S. Tapase,Praful A. Landge, Parmeshwar P. More, Prof. A. P. Bagade5.”SMART HAND GLOVES FOR DISABLE PEOPLE”.International Research Journal of Engineering and Technology (IRJET).Volume: 05 Issue: 04 | Apr-2018. [5] Tushar Chouhan, Ankit Panse, Anvesh Ku mar Voona and S. M. Sameer, “Smart Glove with Gesture Recognition Ability for Hearing and Speech Impaired,”IEEE Global Humanitarian Technology Conference- South Asia Satellite (GHTC-SAS), S eptember 26-27, 2014.