SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2300
Artificial Intelligence based Voice Controlled Robot
Dr. Rashmi Jain1, Akshay Patil2, Vipul Sonsare3, Vishal Thorat4
1,2,3,4Dept. of E&TC, D.Y. Patil Institute of Technology Pimpai-411018, Pune, Maharashtra, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - This paper introduces an artificial intelligence
based voiced controlled robot. Presently, various ways are
used to control one. The most user friendly one of them is
controlling it by voice commands. And it is well known fact
that disabled people face different difficulties regarding their
physical movement. In such conditions, the robot whose
operation is controlled by human voice command can provide
a potential solution to their problem. Controlling the robot
with voice commands along with visual feeds helps the robot
to operate easily and more accurately. Artificial intelligence
based voiced controlled robot help reducing the manualeffort
being put by human in their day to day tasks. The robot can
perform different movement, turns, start/stop operation and
relocate an object from one place to another as per the user
commands. At first, the robot takes voice commands on which
objects to grab and displace; then it finds the object using the
object detection module. After detecting the object, sorting
object takes place using color sorting module. And finally it
grabs and displaces the object using the robotic gripper arm
module.
Key Words: Android based Smart device,Bluetooth,Control
over voice, Object detection, Object Sorting Robotic arm
1. INTRODUCTION
Human have evolved in inventing new technologies for
reducing human effort and saving human life. Physically
challenged and elderlypeoplefacedifficultieswhilehandling
objects and hence they need voice controlled robot for the
same. Thus, if a robotic assistance is developed that can be
operated using speech commands would be of immenseuse.
Artificial intelligence based voice controlled robot can be
controlled using speech commandis developed in this paper
and it can be used in hospitals, homes, industries and
Educational institute. It can mainly used for handicapped
peoples.
The bluetooth connected on the arduino board recieves
text from the android app as character, and stores them as
string to the assigned string. There are some words pre-
programmed words, the arduino perform the action as per
commands. For example user says like “give me the bottle”
then smartphones receive this command. Smartphones
transmits this received data to arduino through bluetooth
module. Then arduino will searching the bottle using RGB
sensor. When the object will detect the arduino sends the
command to robotic arm. Then robotic arm picks the object
and robot will going back to user place. Finally robot will
place the object or bottle at user place.
1.1 Block Diagram
Fig -1: Block Diagram
2. HISTORY CONSTRUCTION DETAILS OF THE ROBOTIC
ASSISTANT
The movement of the robot is controlled using
speechcommands i.e. the movement of the (i) robot’s body,
(ii) hands and (iii) the arm depend upon the voice command
which are given. The voice commands are given to the robot
using a smart mobile phone which is basedonanAndroidOS
based platform. The voice signal is then convertedtothetext
form using an online cloud server, in real time. This text
command is sent via Bluetooth network of the smart-phone
to the Bluetooth module on the robot. The Bluetoothmodule
on-board the robot receives the text signals and forwards it
to the microcontroller on-board the robot’s body. The
microcontroller againprocessesthesignal anditcontrolsthe
movement of the robot through the 4 DC motors. The
schematic block diagram of the assistant robot is shown in
Fig. 1
The hardware platform consists of a robotic arm built on
the robot’s body that can move. The robotic arm consists of
an arm the hands are used to hold and drop any object. It is
just like human’s hands where theroboticarmactssamelike
our arm and the robotic hands act like our hands.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2301
Fig-2(a): Side view of the robot with ’robotic hands’ open
Fig -2(b): Top View of the robot with ’robotic hands’ open
Fig -2(c): Side View of the robot holding an object
(’robotic hands’ closed)
Fig- 2(d): Figure of the ’robotic arm’ with Free body
diagram
Two DC motors are used to control the movement of the
robot’s body. Another two DC motors are used to control the
movement of the robotic arm and the robotic hands. Motor
driver IC is used to control the movement of DC motor. A
single motor driver (L293D) IC can control two DC motors.
3. FLOWCHART
Fig-3: Block Diagram
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2302
4. VOICE CONTROL OVER BLUETOOTH
The Android application converts the input voice command
given on the smart phone to the text form. Then this signal
which is in the text form is transmitted to the Bluetooth
module present on the robot whichinternsendsthesignal to
the microcontroller. The micro-controller then would
process the signal and moves the robot accordingly. The
block diagram of the operation of the assistant robot is
shown in Fig. 1. Communication is done to the robot using
the smart phone. The movements of the robot’s body, the
robotic hands and the robot’s arm can be controlled
simultaneously as different motors are usedforthedifferent
parts of the robot.
5. OBJECT DETECTION OVER ULTRASONIC SENSOR
The HC-SR04 ultrasonic sensorusesSONAR todeterminethe
distance of an object just like the bats do. It offers excellent
non-contact range detection with high accuracy and stable
readings in an easy-to-use package from 2cm to 400cmor 1”
to 13 feet.
The operation is not affected by sunlight or back material,
although acoustically, soft materialslikeclothcanbedifficult
to detect. It comes complete with ultrasonic transmitter and
receiver module.
6. OBJECT SORTING OVER COLOUR SENSOR
This section is used for detecting the colour of the objects to
be sorted. There are manycoloursensingICsavailabletoday.
In different ICs the properties vary such as colour
differentiating ability, output format,price, speed,resolution
etc. in this project TCS3200 is selected.
The TCS3200 is a programmable light-to-frequency
converter that combines configurable silicon photodiodes
and a current to frequency converter on a single monolithic
CMOS integrated circuit. The output is square wave (50%
duty cycle) with frequency directly proportional to light
intensity.
The full-scale output frequency canbeeasilyscaledbyone
of three values via two control input pins. Digital inputs and
digital outputs allow direct interface to a microcontroller or
other logic circuitry. Output enable places the output in the
high impedance state for multiple-unit sharing of a
microcontroller input line. In TCS3200, the light-to-
frequency converter reads an 8x8 array of photodiodes.
Sixteen photodiodes have blue filters, sixteen photodiodes
have green filters, sixteen photodiodes have red filters and
sixteen photodiodes are clear with no filters.
Table-1: Selectable Options
S0 S1 Output Frequency Scaling (fo)
L L Power down
L H 2%
H L 20%
H H 100%
S2 S3 Photodiode Type
L L Red
L H Blue
H L Clear (No Filter)
H H Green
The four types of photodiodes are interdigitiated to
minimize the effect of non-uniformity of incident irradiance.
All photodiodes of the same colour are connectedin parallel.
Pins S2 and S3 are used to select the group of photodiodes
(Red, green, blue, clear) are active.
Fig-5: Block diagram of colour detector TCS3200
Photodiodes are 110μm x110μm in size and are on 134μm
centres. Output frequency scaling is controlled by two logic
input, S0 and S1. The internal light-to-frequency converter
generates a fixed-pulse width train. Scaling is accomplished
by internally connecting the pulse-train output of the
converter to a series of frequency dividers. Divided outputs
are 50% duty cycle square waves with relative frequency
values of 100%, 20% and 2%. Because division of theoutput
frequency is accomplished by counting pulses of the
principal internal frequency, the final output period
represents an average of the multiple periods of the
principle frequency.
7. APPLICATION OF ASSISTANT ROBOT
The assistant robot can be used for various purposes as
listed below:
(i) In homes and for daily needs: People may need robot to
reduce their manual effort, which may be mostly needed in
the case of physically handicapped people or the old-aged
people. Artificial Intelligence based Voice Controlled Robot
can be used by physically challenged people or the old-aged
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2303
people as it helps them to place an object from one place to
another which would be difficult for them in general. The
robot can move around quickly and also can be controlled
easily by voice commands and can be used to obtain the
desired result in a quicker span of time and much easily.
(ii) In chemical industries: In chemical industry, people
cannot handle the chemicals which might be having high
temperature. Thus, industrial robot is a vital development
towards improving the safety standards in industries. In
such hazardous situations, the robot can be used to hold the
chemicals and carry them from one place toanotherwithout
human interference. Also, there might be places in the
industries where humans cannot go and work, in all such
cases this robot can be controlled by the voice commands
and can be directed to go and work in that place. It can also
be used to carry small objects intheindustrywithina certain
distance to reduce the time and the manual labour. Artificial
intelligence based voice controlled robot can also be used in
manufacturing sectorfordifferent re-positioningoperations.
(iii) In hospitals: This robot can be used extensively in the
hospitals where it can beusedinsurgical operations.Robotic
arm has been used in various surgeries across hospitals.
Furthermore, if it can be guided by the voice commands and
carry out the specified task, efficiency can be increased thus
also causing the human labour to reduce.
8. DETAILS OF SYSTEM
Paper presents the design, development and constructionof
an artificial intelligence based voice controlled robot, which
can detect, sort, pick and place theobjectsofdifferentcolour.
The mechanical structure of the robotic arm was assembled
using wooden blocks which helped to reduce the weight
without losing the mechanical strength. The aim of the
project was to perform the day-to-day tasks of handicapped
peoples. In various sunlight conditions has the color sensor
IC TCS3200 response show almost stable.
The system is working with open loop. A betterresolution
can be achieved if closed loop control is incorporated. The
system responses are a little bit slower than expected. It can
be improved by using a more advanced colour sensor and
microcontroller. User interfaces also can be provided as a
modification which will enable the on demand
reconfiguration of the movement in a better way.
10. CONCLUSION
Artificial intelligence based voice controlled robot is
developed in this paper. Voice commands, given at the user
end, are converted to text form using smartphone. Speech
commands converted to text commands are then
transmitted to therobottheBluetoothnetwork ofanAndroid
based smart phone. The text commands transmitted by the
smart phone are received by a Bluetooth module on-board
the robot which in turn sends the signal to the arduino-uno
board. The voice controlled robot then performs the various
actions as per the speech commands received.
Various performance parameters of the robotarestudied.
Analysis of rate of separation between the robotic hands,
angular velocity of the robotic arm and power consumption
by the robot is done through experiments conducted on the
prototype. Computed and practical values are compared.
Also, reasons for deviation of the robot from ideal behaviour
are also discussed.
The effects of the distance between the mouth and the
Smartphone on the performance of the robot, effect of noise
on the speech to text conversion are some of the areas that
can be explored. Using renewable source of energy for the
functioning of the robot would not only improve upon the
cost of the robot but would also prove to be eco-friendly.
Solar cells can be a possible source of energy that can be
used. The prototype designed has an operating range of 90-
100 m, which can be increased using Wi-Fi modules. The
weight carrying capacity of the robot can be increased by
using a stronger metal of the arms and the motors with high
torque.
The robot developed has potential applications ranging
from chemical industries to comfortable scenario inside
homes. This paper should be helpful in showcasing a signal
processing application in developing a voice-controlled
robot.
REFERENCES
[1] Anurag Mishra, Pooja Mukal, Akshay Kumar, Krit Karan,
V.K.Mittal “A Voice- controlled personal assistance robot”
2015 International Conference on Industrial
Instrumentation and Control (ICIC) May 2015.
[2] Peter X. Liu, A. D. C. Chan, R. Chen, K. Wang, Y. Zhu “Voice
Based Robot Control” Proceedings of the 2005 IEEE
International Conference on Information Acquisition. June
27 - July 3, 2005, Hong Kong and Macau, China.
[3] Mital, D. P., & Leng, G. W. (n.d.). “A voice-activated robot
with artificial intelligence” Proceedings IECON ’91: 1991
International Conference on Industrial Electronics, Control
and Instrumentation. 28 Oct.-1 Nov. 1991.
[4] Fariha Musharrat Haque, Asif Shahriyar Sushmit, M. A.
Rashid Sarkar “Design of a Voice Controlled Robotic Gripper
Arm using Neural Networks” 2017 International Conference
on Energy, Communication, Data Analytics and Soft
Computing (ICECDS). 1-2 Aug. 2017.
[5] J.Nandhini, K.Shabatini, S.Karthikeyan “Wireless Colour
Sensing Arm Robot” International Conference on Robotics,
Automation, Control and Embedded Systems – RACE 2015.
18-20 February 2015, Hindustan University, Chennai, India.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2304
After the text edit has been completed, the paper is ready for
the template. Duplicate the template file by using the SaveAs
command, andusethenamingconventionprescribedbyyour
conference for the name of your paper. In this newly created
file, highlight all of the contents and import your prepared
text file. You are now ready to style your paper.
BIOGRAPHIES
Description Dr. Rashmi A. Jain working
as an Assistant Professor at E&TC
Department in Dr.D.Y.Patil Institute of
Technology, Pimpri, Pune. And
completed Ph.D. in Electronics in
August 2018

More Related Content

What's hot

SENSOR DATA COMMUNICATION TO THNIGSPEAK IOT PLATFORM USING RASPBERRY P
SENSOR DATA COMMUNICATION TO THNIGSPEAK  IOT PLATFORM USING RASPBERRY PSENSOR DATA COMMUNICATION TO THNIGSPEAK  IOT PLATFORM USING RASPBERRY P
SENSOR DATA COMMUNICATION TO THNIGSPEAK IOT PLATFORM USING RASPBERRY P
IJTRET-International Journal of Trendy Research in Engineering and Technology
 
Report IOT Robot
Report IOT RobotReport IOT Robot
Report IOT Robot
Vatsal N Shah
 
IRJET- Automatic Metro Train using RFID
IRJET- Automatic Metro Train using RFIDIRJET- Automatic Metro Train using RFID
IRJET- Automatic Metro Train using RFID
IRJET Journal
 
Material Handling Robot For Smart Manufacturing in Industries
Material Handling Robot For Smart Manufacturing in IndustriesMaterial Handling Robot For Smart Manufacturing in Industries
Material Handling Robot For Smart Manufacturing in Industries
dbpublications
 
IRJET- Speaking Microcontroller for Deaf and Dumb People
IRJET- Speaking Microcontroller for Deaf and Dumb PeopleIRJET- Speaking Microcontroller for Deaf and Dumb People
IRJET- Speaking Microcontroller for Deaf and Dumb People
IRJET Journal
 
IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...
IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...
IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...
IRJET Journal
 
IRJET- i-Stroller (Robot)
IRJET-  	  i-Stroller (Robot)IRJET-  	  i-Stroller (Robot)
IRJET- i-Stroller (Robot)
IRJET Journal
 
IRJET- Hand Movement Recognition for a Speech Impaired Person
IRJET-  	  Hand Movement Recognition for a Speech Impaired PersonIRJET-  	  Hand Movement Recognition for a Speech Impaired Person
IRJET- Hand Movement Recognition for a Speech Impaired Person
IRJET Journal
 
IRJET - Voice Controlled Robot using NodeMCU
IRJET - Voice Controlled Robot using NodeMCUIRJET - Voice Controlled Robot using NodeMCU
IRJET - Voice Controlled Robot using NodeMCU
IRJET Journal
 
Arduino Based Voice Generator Text to Speech Robot
Arduino Based Voice Generator Text to Speech RobotArduino Based Voice Generator Text to Speech Robot
Arduino Based Voice Generator Text to Speech Robot
ijtsrd
 
An improved approach_for_monitoring_and
An improved approach_for_monitoring_andAn improved approach_for_monitoring_and
An improved approach_for_monitoring_and
Tahia2017
 
IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...
IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...
IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...
IRJET Journal
 
IRJET - Smart Traffic System for Emergence Vehicles
IRJET - Smart Traffic System for Emergence VehiclesIRJET - Smart Traffic System for Emergence Vehicles
IRJET - Smart Traffic System for Emergence Vehicles
IRJET Journal
 
IRJET- Hampered Serving Bot
IRJET-  	  Hampered Serving BotIRJET-  	  Hampered Serving Bot
IRJET- Hampered Serving Bot
IRJET Journal
 
Smart Robotic Assistant using IOT
Smart Robotic Assistant using IOTSmart Robotic Assistant using IOT
Smart Robotic Assistant using IOT
IRJET Journal
 
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
Eklavya Sharma
 
IRJET- Labour Work Monitoring System
IRJET- Labour Work Monitoring SystemIRJET- Labour Work Monitoring System
IRJET- Labour Work Monitoring System
IRJET Journal
 
IRJET- Passenger Indicator for Driver
IRJET- Passenger Indicator for DriverIRJET- Passenger Indicator for Driver
IRJET- Passenger Indicator for Driver
IRJET Journal
 
IRJET - Dual Verification ATM for Blind People
IRJET -  	  Dual Verification ATM for Blind PeopleIRJET -  	  Dual Verification ATM for Blind People
IRJET - Dual Verification ATM for Blind People
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
 

What's hot (20)

SENSOR DATA COMMUNICATION TO THNIGSPEAK IOT PLATFORM USING RASPBERRY P
SENSOR DATA COMMUNICATION TO THNIGSPEAK  IOT PLATFORM USING RASPBERRY PSENSOR DATA COMMUNICATION TO THNIGSPEAK  IOT PLATFORM USING RASPBERRY P
SENSOR DATA COMMUNICATION TO THNIGSPEAK IOT PLATFORM USING RASPBERRY P
 
Report IOT Robot
Report IOT RobotReport IOT Robot
Report IOT Robot
 
IRJET- Automatic Metro Train using RFID
IRJET- Automatic Metro Train using RFIDIRJET- Automatic Metro Train using RFID
IRJET- Automatic Metro Train using RFID
 
Material Handling Robot For Smart Manufacturing in Industries
Material Handling Robot For Smart Manufacturing in IndustriesMaterial Handling Robot For Smart Manufacturing in Industries
Material Handling Robot For Smart Manufacturing in Industries
 
IRJET- Speaking Microcontroller for Deaf and Dumb People
IRJET- Speaking Microcontroller for Deaf and Dumb PeopleIRJET- Speaking Microcontroller for Deaf and Dumb People
IRJET- Speaking Microcontroller for Deaf and Dumb People
 
IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...
IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...
IRJET- Gesture Controlled Robot with Obstacle Avoidance using Arduino and And...
 
IRJET- i-Stroller (Robot)
IRJET-  	  i-Stroller (Robot)IRJET-  	  i-Stroller (Robot)
IRJET- i-Stroller (Robot)
 
IRJET- Hand Movement Recognition for a Speech Impaired Person
IRJET-  	  Hand Movement Recognition for a Speech Impaired PersonIRJET-  	  Hand Movement Recognition for a Speech Impaired Person
IRJET- Hand Movement Recognition for a Speech Impaired Person
 
IRJET - Voice Controlled Robot using NodeMCU
IRJET - Voice Controlled Robot using NodeMCUIRJET - Voice Controlled Robot using NodeMCU
IRJET - Voice Controlled Robot using NodeMCU
 
Arduino Based Voice Generator Text to Speech Robot
Arduino Based Voice Generator Text to Speech RobotArduino Based Voice Generator Text to Speech Robot
Arduino Based Voice Generator Text to Speech Robot
 
An improved approach_for_monitoring_and
An improved approach_for_monitoring_andAn improved approach_for_monitoring_and
An improved approach_for_monitoring_and
 
IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...
IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...
IRJET- Line following and Obstacle avoiding Bluetooth Controlled Surveillance...
 
IRJET - Smart Traffic System for Emergence Vehicles
IRJET - Smart Traffic System for Emergence VehiclesIRJET - Smart Traffic System for Emergence Vehicles
IRJET - Smart Traffic System for Emergence Vehicles
 
IRJET- Hampered Serving Bot
IRJET-  	  Hampered Serving BotIRJET-  	  Hampered Serving Bot
IRJET- Hampered Serving Bot
 
Smart Robotic Assistant using IOT
Smart Robotic Assistant using IOTSmart Robotic Assistant using IOT
Smart Robotic Assistant using IOT
 
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
MOBILE CONTROLLED ROBOTIC ARM USING ARDUINO AND HC-06
 
IRJET- Labour Work Monitoring System
IRJET- Labour Work Monitoring SystemIRJET- Labour Work Monitoring System
IRJET- Labour Work Monitoring System
 
IRJET- Passenger Indicator for Driver
IRJET- Passenger Indicator for DriverIRJET- Passenger Indicator for Driver
IRJET- Passenger Indicator for Driver
 
IRJET - Dual Verification ATM for Blind People
IRJET -  	  Dual Verification ATM for Blind PeopleIRJET -  	  Dual Verification ATM for Blind People
IRJET - Dual Verification ATM for Blind People
 
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
 

Similar to IRJET- Artificial Intelligence based Voice Controlled Robot

Arduino Based Bluetooth Controlled Robotic Car
Arduino Based Bluetooth Controlled Robotic CarArduino Based Bluetooth Controlled Robotic Car
Arduino Based Bluetooth Controlled Robotic Car
IRJET Journal
 
IRJET - Pick and Place Surveillance Robot
IRJET -  	  Pick and Place Surveillance RobotIRJET -  	  Pick and Place Surveillance Robot
IRJET - Pick and Place Surveillance Robot
IRJET Journal
 
Pick and Place Robotic Arm utilizing Microcontroller and Wireless Communication
Pick and Place Robotic Arm utilizing Microcontroller and Wireless CommunicationPick and Place Robotic Arm utilizing Microcontroller and Wireless Communication
Pick and Place Robotic Arm utilizing Microcontroller and Wireless Communication
IRJET Journal
 
A Voice Controlled Vehicle For The Aid Of Disabled Person
A Voice Controlled Vehicle For The Aid Of Disabled PersonA Voice Controlled Vehicle For The Aid Of Disabled Person
A Voice Controlled Vehicle For The Aid Of Disabled Person
IRJET Journal
 
IRJET - Red Herring Reconnaissance Robot
IRJET  -  	  Red Herring Reconnaissance RobotIRJET  -  	  Red Herring Reconnaissance Robot
IRJET - Red Herring Reconnaissance Robot
IRJET Journal
 
IRJET - Robovac(Cleaning Robot)
IRJET - Robovac(Cleaning Robot)IRJET - Robovac(Cleaning Robot)
IRJET - Robovac(Cleaning Robot)
IRJET Journal
 
IRJET- Multipurpose Military Spying Robot
IRJET- Multipurpose Military Spying RobotIRJET- Multipurpose Military Spying Robot
IRJET- Multipurpose Military Spying Robot
IRJET Journal
 
REVIEW ON WIRELESS VOICE CONTROLLED ROBOT
REVIEW ON WIRELESS VOICE CONTROLLED ROBOTREVIEW ON WIRELESS VOICE CONTROLLED ROBOT
REVIEW ON WIRELESS VOICE CONTROLLED ROBOT
IRJET Journal
 
Gesture Control Robot using Arduino
Gesture Control Robot using ArduinoGesture Control Robot using Arduino
Gesture Control Robot using Arduino
ijtsrd
 
Automatic Spraying and Painting Robo
Automatic Spraying and Painting RoboAutomatic Spraying and Painting Robo
Automatic Spraying and Painting Robo
IRJET Journal
 
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IRJET Journal
 
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoTIRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
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
 
IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...
IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...
IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...
IRJET Journal
 
Bluetooth Home Automation System
Bluetooth Home Automation SystemBluetooth Home Automation System
Bluetooth Home Automation System
AI Publications
 
IRJET- PC Controlled Wireless Robot for Detecting Human Presence
IRJET-  	  PC Controlled Wireless Robot for Detecting Human PresenceIRJET-  	  PC Controlled Wireless Robot for Detecting Human Presence
IRJET- PC Controlled Wireless Robot for Detecting Human Presence
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
 
Smart Robotic Assistant
Smart Robotic AssistantSmart Robotic Assistant
Smart Robotic Assistant
Rhegde086
 
IRJET- IoT based Dual-ARM Tele Robotic System
IRJET- IoT based Dual-ARM Tele Robotic SystemIRJET- IoT based Dual-ARM Tele Robotic System
IRJET- IoT based Dual-ARM Tele Robotic System
IRJET Journal
 
Pick and Place Robotic Arm using Android Device
Pick and Place Robotic Arm using Android DevicePick and Place Robotic Arm using Android Device
Pick and Place Robotic Arm using Android Device
IRJET Journal
 

Similar to IRJET- Artificial Intelligence based Voice Controlled Robot (20)

Arduino Based Bluetooth Controlled Robotic Car
Arduino Based Bluetooth Controlled Robotic CarArduino Based Bluetooth Controlled Robotic Car
Arduino Based Bluetooth Controlled Robotic Car
 
IRJET - Pick and Place Surveillance Robot
IRJET -  	  Pick and Place Surveillance RobotIRJET -  	  Pick and Place Surveillance Robot
IRJET - Pick and Place Surveillance Robot
 
Pick and Place Robotic Arm utilizing Microcontroller and Wireless Communication
Pick and Place Robotic Arm utilizing Microcontroller and Wireless CommunicationPick and Place Robotic Arm utilizing Microcontroller and Wireless Communication
Pick and Place Robotic Arm utilizing Microcontroller and Wireless Communication
 
A Voice Controlled Vehicle For The Aid Of Disabled Person
A Voice Controlled Vehicle For The Aid Of Disabled PersonA Voice Controlled Vehicle For The Aid Of Disabled Person
A Voice Controlled Vehicle For The Aid Of Disabled Person
 
IRJET - Red Herring Reconnaissance Robot
IRJET  -  	  Red Herring Reconnaissance RobotIRJET  -  	  Red Herring Reconnaissance Robot
IRJET - Red Herring Reconnaissance Robot
 
IRJET - Robovac(Cleaning Robot)
IRJET - Robovac(Cleaning Robot)IRJET - Robovac(Cleaning Robot)
IRJET - Robovac(Cleaning Robot)
 
IRJET- Multipurpose Military Spying Robot
IRJET- Multipurpose Military Spying RobotIRJET- Multipurpose Military Spying Robot
IRJET- Multipurpose Military Spying Robot
 
REVIEW ON WIRELESS VOICE CONTROLLED ROBOT
REVIEW ON WIRELESS VOICE CONTROLLED ROBOTREVIEW ON WIRELESS VOICE CONTROLLED ROBOT
REVIEW ON WIRELESS VOICE CONTROLLED ROBOT
 
Gesture Control Robot using Arduino
Gesture Control Robot using ArduinoGesture Control Robot using Arduino
Gesture Control Robot using Arduino
 
Automatic Spraying and Painting Robo
Automatic Spraying and Painting RoboAutomatic Spraying and Painting Robo
Automatic Spraying and Painting Robo
 
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
IOT Virtual Doctor Robot for Online Doctor Consultation of Patient Healthcare...
 
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoTIRJET- Multiple Motion Control System of Robotic Car Based on IoT
IRJET- Multiple Motion Control System of Robotic Car Based on IoT
 
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 - Design of Automated Monitoring Robot for Drainage Systems using IoT P...
IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...
IRJET - Design of Automated Monitoring Robot for Drainage Systems using IoT P...
 
Bluetooth Home Automation System
Bluetooth Home Automation SystemBluetooth Home Automation System
Bluetooth Home Automation System
 
IRJET- PC Controlled Wireless Robot for Detecting Human Presence
IRJET-  	  PC Controlled Wireless Robot for Detecting Human PresenceIRJET-  	  PC Controlled Wireless Robot for Detecting Human Presence
IRJET- PC Controlled Wireless Robot for Detecting Human Presence
 
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...
 
Smart Robotic Assistant
Smart Robotic AssistantSmart Robotic Assistant
Smart Robotic Assistant
 
IRJET- IoT based Dual-ARM Tele Robotic System
IRJET- IoT based Dual-ARM Tele Robotic SystemIRJET- IoT based Dual-ARM Tele Robotic System
IRJET- IoT based Dual-ARM Tele Robotic System
 
Pick and Place Robotic Arm using Android Device
Pick and Place Robotic Arm using Android DevicePick and Place Robotic Arm using Android Device
Pick and Place Robotic Arm using Android Device
 

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

Recycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part IIIRecycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part III
Aditya Rajan Patra
 
basic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdfbasic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdf
NidhalKahouli2
 
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEM
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMTIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEM
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEM
HODECEDSIET
 
Question paper of renewable energy sources
Question paper of renewable energy sourcesQuestion paper of renewable energy sources
Question paper of renewable energy sources
mahammadsalmanmech
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
insn4465
 
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...
University of Maribor
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
IJECEIAES
 
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSA SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
IJNSA Journal
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
MDSABBIROJJAMANPAYEL
 
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
gerogepatton
 
ISPM 15 Heat Treated Wood Stamps and why your shipping must have one
ISPM 15 Heat Treated Wood Stamps and why your shipping must have oneISPM 15 Heat Treated Wood Stamps and why your shipping must have one
ISPM 15 Heat Treated Wood Stamps and why your shipping must have one
Las Vegas Warehouse
 
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
ihlasbinance2003
 
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdfBPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
MIGUELANGEL966976
 
Engineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdfEngineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdf
abbyasa1014
 
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
 
Casting-Defect-inSlab continuous casting.pdf
Casting-Defect-inSlab continuous casting.pdfCasting-Defect-inSlab continuous casting.pdf
Casting-Defect-inSlab continuous casting.pdf
zubairahmad848137
 
New techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdfNew techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdf
wisnuprabawa3
 
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
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
IJECEIAES
 
Literature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptxLiterature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptx
Dr Ramhari Poudyal
 

Recently uploaded (20)

Recycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part IIIRecycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part III
 
basic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdfbasic-wireline-operations-course-mahmoud-f-radwan.pdf
basic-wireline-operations-course-mahmoud-f-radwan.pdf
 
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEM
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMTIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEM
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEM
 
Question paper of renewable energy sources
Question paper of renewable energy sourcesQuestion paper of renewable energy sources
Question paper of renewable energy sources
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
 
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...
 
Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...Advanced control scheme of doubly fed induction generator for wind turbine us...
Advanced control scheme of doubly fed induction generator for wind turbine us...
 
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSA SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
 
Properties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptxProperties Railway Sleepers and Test.pptx
Properties Railway Sleepers and Test.pptx
 
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELDEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODEL
 
ISPM 15 Heat Treated Wood Stamps and why your shipping must have one
ISPM 15 Heat Treated Wood Stamps and why your shipping must have oneISPM 15 Heat Treated Wood Stamps and why your shipping must have one
ISPM 15 Heat Treated Wood Stamps and why your shipping must have one
 
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
5214-1693458878915-Unit 6 2023 to 2024 academic year assignment (AutoRecovere...
 
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdfBPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
 
Engineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdfEngineering Drawings Lecture Detail Drawings 2014.pdf
Engineering Drawings Lecture Detail Drawings 2014.pdf
 
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...
 
Casting-Defect-inSlab continuous casting.pdf
Casting-Defect-inSlab continuous casting.pdfCasting-Defect-inSlab continuous casting.pdf
Casting-Defect-inSlab continuous casting.pdf
 
New techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.pdfNew techniques for characterising damage in rock slopes.pdf
New techniques for characterising damage in rock slopes.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...
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
 
Literature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptxLiterature Review Basics and Understanding Reference Management.pptx
Literature Review Basics and Understanding Reference Management.pptx
 

IRJET- Artificial Intelligence based Voice Controlled Robot

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2300 Artificial Intelligence based Voice Controlled Robot Dr. Rashmi Jain1, Akshay Patil2, Vipul Sonsare3, Vishal Thorat4 1,2,3,4Dept. of E&TC, D.Y. Patil Institute of Technology Pimpai-411018, Pune, Maharashtra, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - This paper introduces an artificial intelligence based voiced controlled robot. Presently, various ways are used to control one. The most user friendly one of them is controlling it by voice commands. And it is well known fact that disabled people face different difficulties regarding their physical movement. In such conditions, the robot whose operation is controlled by human voice command can provide a potential solution to their problem. Controlling the robot with voice commands along with visual feeds helps the robot to operate easily and more accurately. Artificial intelligence based voiced controlled robot help reducing the manualeffort being put by human in their day to day tasks. The robot can perform different movement, turns, start/stop operation and relocate an object from one place to another as per the user commands. At first, the robot takes voice commands on which objects to grab and displace; then it finds the object using the object detection module. After detecting the object, sorting object takes place using color sorting module. And finally it grabs and displaces the object using the robotic gripper arm module. Key Words: Android based Smart device,Bluetooth,Control over voice, Object detection, Object Sorting Robotic arm 1. INTRODUCTION Human have evolved in inventing new technologies for reducing human effort and saving human life. Physically challenged and elderlypeoplefacedifficultieswhilehandling objects and hence they need voice controlled robot for the same. Thus, if a robotic assistance is developed that can be operated using speech commands would be of immenseuse. Artificial intelligence based voice controlled robot can be controlled using speech commandis developed in this paper and it can be used in hospitals, homes, industries and Educational institute. It can mainly used for handicapped peoples. The bluetooth connected on the arduino board recieves text from the android app as character, and stores them as string to the assigned string. There are some words pre- programmed words, the arduino perform the action as per commands. For example user says like “give me the bottle” then smartphones receive this command. Smartphones transmits this received data to arduino through bluetooth module. Then arduino will searching the bottle using RGB sensor. When the object will detect the arduino sends the command to robotic arm. Then robotic arm picks the object and robot will going back to user place. Finally robot will place the object or bottle at user place. 1.1 Block Diagram Fig -1: Block Diagram 2. HISTORY CONSTRUCTION DETAILS OF THE ROBOTIC ASSISTANT The movement of the robot is controlled using speechcommands i.e. the movement of the (i) robot’s body, (ii) hands and (iii) the arm depend upon the voice command which are given. The voice commands are given to the robot using a smart mobile phone which is basedonanAndroidOS based platform. The voice signal is then convertedtothetext form using an online cloud server, in real time. This text command is sent via Bluetooth network of the smart-phone to the Bluetooth module on the robot. The Bluetoothmodule on-board the robot receives the text signals and forwards it to the microcontroller on-board the robot’s body. The microcontroller againprocessesthesignal anditcontrolsthe movement of the robot through the 4 DC motors. The schematic block diagram of the assistant robot is shown in Fig. 1 The hardware platform consists of a robotic arm built on the robot’s body that can move. The robotic arm consists of an arm the hands are used to hold and drop any object. It is just like human’s hands where theroboticarmactssamelike our arm and the robotic hands act like our hands.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2301 Fig-2(a): Side view of the robot with ’robotic hands’ open Fig -2(b): Top View of the robot with ’robotic hands’ open Fig -2(c): Side View of the robot holding an object (’robotic hands’ closed) Fig- 2(d): Figure of the ’robotic arm’ with Free body diagram Two DC motors are used to control the movement of the robot’s body. Another two DC motors are used to control the movement of the robotic arm and the robotic hands. Motor driver IC is used to control the movement of DC motor. A single motor driver (L293D) IC can control two DC motors. 3. FLOWCHART Fig-3: Block Diagram
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2302 4. VOICE CONTROL OVER BLUETOOTH The Android application converts the input voice command given on the smart phone to the text form. Then this signal which is in the text form is transmitted to the Bluetooth module present on the robot whichinternsendsthesignal to the microcontroller. The micro-controller then would process the signal and moves the robot accordingly. The block diagram of the operation of the assistant robot is shown in Fig. 1. Communication is done to the robot using the smart phone. The movements of the robot’s body, the robotic hands and the robot’s arm can be controlled simultaneously as different motors are usedforthedifferent parts of the robot. 5. OBJECT DETECTION OVER ULTRASONIC SENSOR The HC-SR04 ultrasonic sensorusesSONAR todeterminethe distance of an object just like the bats do. It offers excellent non-contact range detection with high accuracy and stable readings in an easy-to-use package from 2cm to 400cmor 1” to 13 feet. The operation is not affected by sunlight or back material, although acoustically, soft materialslikeclothcanbedifficult to detect. It comes complete with ultrasonic transmitter and receiver module. 6. OBJECT SORTING OVER COLOUR SENSOR This section is used for detecting the colour of the objects to be sorted. There are manycoloursensingICsavailabletoday. In different ICs the properties vary such as colour differentiating ability, output format,price, speed,resolution etc. in this project TCS3200 is selected. The TCS3200 is a programmable light-to-frequency converter that combines configurable silicon photodiodes and a current to frequency converter on a single monolithic CMOS integrated circuit. The output is square wave (50% duty cycle) with frequency directly proportional to light intensity. The full-scale output frequency canbeeasilyscaledbyone of three values via two control input pins. Digital inputs and digital outputs allow direct interface to a microcontroller or other logic circuitry. Output enable places the output in the high impedance state for multiple-unit sharing of a microcontroller input line. In TCS3200, the light-to- frequency converter reads an 8x8 array of photodiodes. Sixteen photodiodes have blue filters, sixteen photodiodes have green filters, sixteen photodiodes have red filters and sixteen photodiodes are clear with no filters. Table-1: Selectable Options S0 S1 Output Frequency Scaling (fo) L L Power down L H 2% H L 20% H H 100% S2 S3 Photodiode Type L L Red L H Blue H L Clear (No Filter) H H Green The four types of photodiodes are interdigitiated to minimize the effect of non-uniformity of incident irradiance. All photodiodes of the same colour are connectedin parallel. Pins S2 and S3 are used to select the group of photodiodes (Red, green, blue, clear) are active. Fig-5: Block diagram of colour detector TCS3200 Photodiodes are 110μm x110μm in size and are on 134μm centres. Output frequency scaling is controlled by two logic input, S0 and S1. The internal light-to-frequency converter generates a fixed-pulse width train. Scaling is accomplished by internally connecting the pulse-train output of the converter to a series of frequency dividers. Divided outputs are 50% duty cycle square waves with relative frequency values of 100%, 20% and 2%. Because division of theoutput frequency is accomplished by counting pulses of the principal internal frequency, the final output period represents an average of the multiple periods of the principle frequency. 7. APPLICATION OF ASSISTANT ROBOT The assistant robot can be used for various purposes as listed below: (i) In homes and for daily needs: People may need robot to reduce their manual effort, which may be mostly needed in the case of physically handicapped people or the old-aged people. Artificial Intelligence based Voice Controlled Robot can be used by physically challenged people or the old-aged
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2303 people as it helps them to place an object from one place to another which would be difficult for them in general. The robot can move around quickly and also can be controlled easily by voice commands and can be used to obtain the desired result in a quicker span of time and much easily. (ii) In chemical industries: In chemical industry, people cannot handle the chemicals which might be having high temperature. Thus, industrial robot is a vital development towards improving the safety standards in industries. In such hazardous situations, the robot can be used to hold the chemicals and carry them from one place toanotherwithout human interference. Also, there might be places in the industries where humans cannot go and work, in all such cases this robot can be controlled by the voice commands and can be directed to go and work in that place. It can also be used to carry small objects intheindustrywithina certain distance to reduce the time and the manual labour. Artificial intelligence based voice controlled robot can also be used in manufacturing sectorfordifferent re-positioningoperations. (iii) In hospitals: This robot can be used extensively in the hospitals where it can beusedinsurgical operations.Robotic arm has been used in various surgeries across hospitals. Furthermore, if it can be guided by the voice commands and carry out the specified task, efficiency can be increased thus also causing the human labour to reduce. 8. DETAILS OF SYSTEM Paper presents the design, development and constructionof an artificial intelligence based voice controlled robot, which can detect, sort, pick and place theobjectsofdifferentcolour. The mechanical structure of the robotic arm was assembled using wooden blocks which helped to reduce the weight without losing the mechanical strength. The aim of the project was to perform the day-to-day tasks of handicapped peoples. In various sunlight conditions has the color sensor IC TCS3200 response show almost stable. The system is working with open loop. A betterresolution can be achieved if closed loop control is incorporated. The system responses are a little bit slower than expected. It can be improved by using a more advanced colour sensor and microcontroller. User interfaces also can be provided as a modification which will enable the on demand reconfiguration of the movement in a better way. 10. CONCLUSION Artificial intelligence based voice controlled robot is developed in this paper. Voice commands, given at the user end, are converted to text form using smartphone. Speech commands converted to text commands are then transmitted to therobottheBluetoothnetwork ofanAndroid based smart phone. The text commands transmitted by the smart phone are received by a Bluetooth module on-board the robot which in turn sends the signal to the arduino-uno board. The voice controlled robot then performs the various actions as per the speech commands received. Various performance parameters of the robotarestudied. Analysis of rate of separation between the robotic hands, angular velocity of the robotic arm and power consumption by the robot is done through experiments conducted on the prototype. Computed and practical values are compared. Also, reasons for deviation of the robot from ideal behaviour are also discussed. The effects of the distance between the mouth and the Smartphone on the performance of the robot, effect of noise on the speech to text conversion are some of the areas that can be explored. Using renewable source of energy for the functioning of the robot would not only improve upon the cost of the robot but would also prove to be eco-friendly. Solar cells can be a possible source of energy that can be used. The prototype designed has an operating range of 90- 100 m, which can be increased using Wi-Fi modules. The weight carrying capacity of the robot can be increased by using a stronger metal of the arms and the motors with high torque. The robot developed has potential applications ranging from chemical industries to comfortable scenario inside homes. This paper should be helpful in showcasing a signal processing application in developing a voice-controlled robot. REFERENCES [1] Anurag Mishra, Pooja Mukal, Akshay Kumar, Krit Karan, V.K.Mittal “A Voice- controlled personal assistance robot” 2015 International Conference on Industrial Instrumentation and Control (ICIC) May 2015. [2] Peter X. Liu, A. D. C. Chan, R. Chen, K. Wang, Y. Zhu “Voice Based Robot Control” Proceedings of the 2005 IEEE International Conference on Information Acquisition. June 27 - July 3, 2005, Hong Kong and Macau, China. [3] Mital, D. P., & Leng, G. W. (n.d.). “A voice-activated robot with artificial intelligence” Proceedings IECON ’91: 1991 International Conference on Industrial Electronics, Control and Instrumentation. 28 Oct.-1 Nov. 1991. [4] Fariha Musharrat Haque, Asif Shahriyar Sushmit, M. A. Rashid Sarkar “Design of a Voice Controlled Robotic Gripper Arm using Neural Networks” 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS). 1-2 Aug. 2017. [5] J.Nandhini, K.Shabatini, S.Karthikeyan “Wireless Colour Sensing Arm Robot” International Conference on Robotics, Automation, Control and Embedded Systems – RACE 2015. 18-20 February 2015, Hindustan University, Chennai, India.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 06 | June 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 2304 After the text edit has been completed, the paper is ready for the template. Duplicate the template file by using the SaveAs command, andusethenamingconventionprescribedbyyour conference for the name of your paper. In this newly created file, highlight all of the contents and import your prepared text file. You are now ready to style your paper. BIOGRAPHIES Description Dr. Rashmi A. Jain working as an Assistant Professor at E&TC Department in Dr.D.Y.Patil Institute of Technology, Pimpri, Pune. And completed Ph.D. in Electronics in August 2018