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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1189
ROBOTIC VEHICLE MOVEMENT AND ARM CONTROL THROUGH HAND
GESTURES USING ARDUINO
N Meenatchi Sundaram1, R Shiva Rama Krishnan2, T K Suraj Kamal3, J Rajeswari4
UG Students1, 2, 3, Department of Electrical and Electronics Engineering, Velammal College of Engineering and
Technology, Madurai.
Assistant Professor4, Department of Electrical and Electronics Engineering, Velammal College of Engineering and
Technology, Madurai.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Robotic vehicle movement and Arm control
through hand gestures using arduino is an assistive robot
system for user-friendly support, hospital operations, and
hazardous environment and to increase the autonomy of
physically impaired people. It is a kind of functional
replacement hand integrated with the moving vehicle that
aids the amputees often suffers from physical difficulties. The
prime aim of this system is to make it feasible to interact with
the robot through the recognition of hand gestures for the
physically challenged people. This is an electromechanical
system in which the robotic arm can be controlled by a simple
inertial navigation sensor called accelerometer. Similarly the
soft catching gripper connected to the robotic arm can be
controlled by flex sensor. The gesture commands measured by
the accelerometer and flex sensor are processed by the
arduino controller. The arduino controller is used in both the
transmitter and receiver circuits, it responds based on the
input given through the hand gestures. The signals get
transmitted and received by advanced wireless nRF
communication system. The robotic vehicle can move in all
possible four directions (forward, backward, right and left).
The different operations performed by the robotic arm are
picking and placing the objects from one location to another
location. For the controlling of the motor, motor driver IC and
arduino controller is used. This system provides more natural
and convenient ways to express their intentions and
interactions with the environment.
Key Words: Gestures, Accelerometer, Flex Sensor,
Arduino, nRF Module, Driver Circuits, Robotic Arm and
Robotic Vehicle.
1. INTRODUCTION
Present day industry is mainly focusing towards computer-
based interaction and robots to improve their productivity
and delivery of end products with uniform quality to remain
one step ahead of competitors. Today’s robots are quick,
canny, prudent, accurate and more sensible than in the past
years and are becoming increasingly viable for the highmix-
low volume and low mix-high volume production.
Collaborative robots, or “cobots”, are capable of working
together with the humans and physically interact with the
humans in a shared workspace. In addition, cobots use
sensor technology that enables the function safely alongside
humans in a hazardous environment and prevents them
from handling risky works. Generally robots are used to
perform dangerous, tricky and highly repetitive task and it
also reduces the presence of human. The robotic operations
are tremendously increased and have been widely accepted
by many countries due to its error free functioning. Apart
from industries, robots offer best solutions for designing a
home automation system for elderly people and supportive
system for the physically impaired people.
Gesture recognition is a highly adaptive interface between
the robots and users. It allows the operations of complex
machines using hand movement thereby eliminating
physical contact. The gesture controlled robots provides an
opportunity to integrate disabled people into their normal
working life as well as to increase the autonomy in activities
of daily living. This kind of control couldoffera practical way
to give disabled people more independence. They can even
help to meet challenges posed by military and defense
operations. They can also be used in surgical operations.
Under some circumstances surgeons were unable to be on
time to perform operations which could be fatal in many
cases and shifting of patients become impractical. This
system can explore the remote robot in the diverse
environment utilizing different motion orders.
1.1 Objective
The main objective is to develop a hand gesture based
robotic vehicle with an end effector to pick and placeobjects
controlled by nRF communication to increase the autonomy
of physically impaired people by using MEMS technology.
This is an attractive and compact embedded device with
sensors to sense the activities of human hands and to
capture motion information from accelerations in a form of
analog voltage. This approach is focusing primarily on the
task of grasping objects of different shapes and not that of
manipulating or assembling objects. This type of grasping
device has a variety of applications in object retrieval
systems for the handicapped, planetary, underwater
exploration and robotic surgery.
Also, to control the displacement of the robotic arm so that
the arm can be used to pick and place objects from any
source to destination.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1190
2. LITERATURE REVIEW
There are numerous ways for controlling the robots with
unique methods and design criteria exist. Robots are most
often controlled using tether (wired), wirelessly or
autonomously. Some of the traditional wireless controlling
methods are using mobile phones, joysticks, keypad,
computer terminal, even interfacingwiththeinternetsothat
they can be controlled anywhere. The following are some of
the widely used controlling methods for the robotic vehicle
as well as the robotic arm.
A microcontroller based system which can be operated by
android application. The user’s friendly interface present on
the operator’s mobile phone can be used to control the
robotic vehicle as well as its robotic arm. A Bluetooth
module acts an interface between the mobile phone and
robotic vehicle. This sends proper motional commands to
the motors interfaced with the robot according to the signal
received. This framework can be employed in chemical
industry for handling of hazardous chemicals like sulfuric
acid, nitric acid, sodium cyanide etc and prevents humans
from inhalation, absorptionthroughskinandingestion.They
can also be used for the movements of heavy objects in any
industry [1].
A robotic arm integrated with microcontroller,LCD,
DC motors and RF video camera controlled by Internet/LAN
connection which is mainly used for patient operation. A
proper averaging algorithm is used to reduce the amount of
noise coming from the output of the sensors. The Ethernet
adapter configured with particular IP address can receive
the data from the particular computer. Theadapter will send
the received data to the microcontroller through serial port.
After receiving the data, the microcontroller sends
appropriate signals to the DC geared motors to control the
robotic arm. This framework is mainly usedtocuttheskin of
the patient using the high-speed blades which is nothing but
the robotic arm [2].
The vehicle movement can be controlled based on
the detection of motion of hand and refrains the movement
of the vehicle if any obstacle is detected in its path. The user
can make the vehicle to move around in all possible four
directions by simply moving his hand in the desired
directions. So that the user doesn’t need to press any
buttons. The gesture commands can be captured bya simple
inertial navigation sensor called Accelerometer.Thissystem
also includes ultrasonic sensor which can be helpful to
prevent the robotic vehicle colliding with any obstacle. The
signals from the sensors are forwarded to the
microcontroller and encoder circuit. The encoded signal is
transmitter through RF transmitter. RF receiverreceivesthe
signal and decodes it. Finally the microcontroller gives
appropriate signals to the motors to change the movements
of the robots. This system can be used in the field of
construction, hazardouswastedisposal andfieldsurveynear
borders [3].
The robotic platform and the robotic arm can be
controlled by two separate accelerometers. One
accelerometer is mounted on the human hand and another
one mounted on the leg of the user capturing its gestures
and postures and thus the robotic arm and the platform
moves accordingly. The motions performed by the platform
are forward, backward, right & left and the operations
performed by the robotic arm are pick & place/drop,raising
and lowering the objects. The RF Module is used to transmit
the different hand and leg gestures made by the user. The
system is also equipped with an IP based camera which can
stream real time video wirelessly to any Internet enabled
device such as Mobile phone, Laptop, Tablet etc. The biggest
advantage of this kind of robotic arm is that it can work in
hazardous areas and also in the area which cannot be
accessed by the human and also used to implement highly
precise medical treatments [4].
3. SYSTEM SUMUP
The wireless gesture controlledrobotdynamicallynavigated
in all possible four directions i.e. forward, backward, right
and left and it is equipped with a non prosthetic robotic arm
for picking and placing operations. The robotic arm is
mounted on a moving vehicle and the vehicle is able tomove
along any type of surface. The robotic armaccommodates all
degrees of freedom, in order to reach all sides of the
component, to take up position toanyinclination. Whenuser
moves his hand in any direction then the robotic arm can
move accordingly to the direction of the user hand. The arm
equipped with an end effector can picks up the object with a
strong grip and places it at the desired position. The wheels
underneath the base help to move the robot to the desired
location. The motors can be controlled by arduino whichcan
provide required motional commands to the robot and
controls the displacement of the robotic arm. Motors are
seized based on desired torques/speeds, and are very
constrained by physical size. The whole system is divided
into two sections one is transmitter section and other is
receiver section. This system provides an opportunity to
increase adaptability and opens up new application areas
and reduces the gap between the physical world and the
digital world with an output more intuitive.
4. TRANSMITTING END
The transmitter section consists of Arduino Uno Rev3 SMD,
3-axis accelerometer (ADXL 335), flex sensor, push button
switches and nRF24L01 with 2.4GHz transmitter module. A
separate 5 volt power supply which may be a battery source
or through laptop or pc is applied to the arduino controller.
The arduino Uno, flex sensor, push button switches and
transmitter module receives 5V power supply.
Accelerometer takes 5V supply but a voltage regulator is
inbuilt on the sensor which regulates power supply to 3.3V.
The block diagram of transmitter prototype is shown in
figure 1.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1191
The accelerometer sensor and flex sensor are
attached to the user’s hand for capturing different types of
gestures like movements of hand and flex of fingers.
According to the movements of the hand, inputistakenfrom
the accelerometer sensor and flex sensor then the
corresponding signal is sent to the controller.Whentheuser
moves his hand or finger, the sensors fixed to the hand
outputs an analog voltage value. The Arduino Uno reads the
analog output values i.e. x-axis and y-axis values from the 3
axis (ADXL 335) accelerometer sensor and flex sensor. The
analog outputs values which were achieved by parts of the
body must need to convert in digital form for further
proceed. The converted digital values processed by the
arduino controller. This signal is utilized for the
displacement of the robotic arm and soft catching gripper.
The push button switches incorporated with the system is
used to drive the wheels of the robotic vehicle.
Figure 1: Block Diagram of Transmitter
4.1 Arduino Uno SMD
The Arduino Uno SMD is a version of ArduinoUno, butusesa
surface mount version of the Atmega328P rather than the
though-hole version. The board has 14 digital input/output
pins (of which 6 can be used as PWM outputs), 6 analog
inputs, a 16 MHz crystal oscillator, a USB connection, a
power jack, an ICSP header, and a reset button. Simply
connect it to the computer with a USB cable or power it with
an AC to DC adapter or battery to get started with the
arduino board.
Table 1: Specifications of Arduino
Microcontroller ATmega328
Operating Voltage 5V
Input Voltage (recomd.) 7-12V
Input Voltage (limits) 6-20V
Digital I/O pins 14
Analog Input Pins 6
DC Current per I/O Pin 40 mA
DC Current for 3.3V Pin 50 mA
Flash Memory 32KB (ATmega328)
SRAM 1 KB (ATmega328)
Clock Speed 16 MHz
4.2 Accelerometer
ADXL 335 is a small, thin, low power, complete 3-axis
accelerometer with signal conditioned outputs. It has 6 pins
namely power supply (VCC), ground (GND), self-test (ST)
and remaining 3 pins are for X, Y, Z axis. By tilting an
accelerometer along its measured axis, one can read the
gravitational force relative to the amount of tilt. The
accelerometer can measure the force applied on the sensor
in all the 3 directions X, Y and Z axis. The sensor provides
three values X, Y and Z which are calibrated for the four
types of movement and a stopped position at center by use
of the error values in the axis directions. It operates on 3.3V
from the Arduino Uno board. In this project only 2 axes
namely X and Y are used. X and Y pins are connected to A0
and A1 pin of the board respectively. The advantage of
accelerometer is that the values do not change unless there
is a change in position.
Figure 2: Accelerometer (ADXL 335)
4.3 Flex Sensor
The flex sensor also known as variable resistor but the
resistance changes according to the bending i.e. flexing. It
detects the bending movements and can be made
unidirectional or bidirectional. It works on the principle of
change of resistance. Flex sensor isbasicallya stripofcarbon
material having metal pads inside it which measures the
amount of deflection caused by bending the sensor.
Internally it consists of a carbon resistive element with thin
substrate. As the substrate is flexed when it is bent, sensor
produces resistive output which is equivalenttobend radius
of the carbon strip having metal pads. To turn the flex
sensor’s variable resistance into a readable voltage, we will
combine it with a static resistor to create a voltage divider.
Figure3: Flex Sensor
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1192
Figure 4: Circuit Diagram of Flex Sensor
To turn the flex sensor’s variable resistance into a readable
voltage, we will combine it with a static resistor to create a
voltage divider. This resistor kit is handy for some trial and
error testing to hone in on the most sensitive circuit
possible. The flex sensor provides greater accuracyforsmall
movements and smaller the radius, the higherthe resistance
value. The flex sensor is attached to the fingers of the human
as the user flexes his fingers for particular application flex
sensor also bends by same amount andperformsthedesired
operation.
5. RECEIVING END
The receiver section consists of Arduino Uno with DIP
package, Motor Driver IC L293d, DC Geared Motors, Servo
Motor, 12V Rechargeable Battery Source, Robotic Platform,
Robotic Arm and nRF24L01 with 2.4GHz Receiver Module. A
separate 5 volt power supply which may be a battery source
or through laptop or pc is applied to the arduino controller.
The receiver module receives the modulated signal fromthe
transmitter and demodulates it. Then the signal is fed to the
arduino controller. The block diagram of receiver prototype
is shown in figure 5.
Figure 5: Block Diagram of Receiver
The controller drives the motor of the robotic vehicle and
robotic arm through motor driver to control the
displacement of the arm, opening & closing of the grippers
and movement of the platform.
5.1 Robotic Arm
Robotic arm is the type of mechanical arm which is fixed to
the receiver part of the circuit; the control signal came from
the Arduino output based on the gesture input given in the
transmitter part by using accelerometer sensor. The robotic
arm can rotate about the axis of 360 degree, which isfixed to
the one of the DC geared motor. The rotational control and
the movement of the arm is based on the gesture input that
is given from the transmitter section. The one part ofhand is
about 20 cm and another part of the arm (elbow part) which
is 30 cm long. The certain load is applied at the end of the
arm for lifting the objects of desiredweight.Theservo motor
is used for the purpose of gripping and placing the objects,
because the servo motor is used for the low torque
application. The control of the gripper is fromtheflexsensor
which is in the transmitter part. That voltage output is sent
to the Arduino which processes that signal and given to the
nRF transmitter. The robotic arm will be controlled via the
designed controller and it will be able to grab, pick up and
move objects according to their weights and shape. The
manipulator design is mostly expected to pick up cubes and
the geometric shapes like a box.
5.2 Robotic Vehicle
The vehicle consists of four wheels which are connected to
the DC geared motor and which is controlledbytheswitches
that are present in the transmitter part. The switches have
the four operations (Forward, Backward, Left and Right)
respectively in the series manner. These switches are
pressed by the users for their needs and it sends the voltage
signal to the transmitter section Arduino. The nRF
communication system is used for the transmission and
receiving purpose. The Arduino checks the input of the
system and sends a 4 bit code to the Encoder IC.
The Encoder passes the data to nRF transmitter and the
transmitted data is received by the nRF receiver. The
receiver sends the 4 bit code to the Decoder IC and the
decoder passes it to Motor Driver IC. Later the motor
driver makes the decision to turn the two motors in the
required direction based on the input key which is
pressed. L239D is an interfacing device which is used to
interface the wheels of the vehicles. In a single chip we
interfaced 2 motors, we are using six DC geared motors
and a servo motor for the vehicle.
5.3 L293D Motor Driver IC
L293D is a dual H-bridge motordriverIntegratedCircuit(IC)
which is having 16 pins i.e. 4 input pins, 4 output pins, 4 VCC
pins and 4 ground pins. We have connected VCC pins to the
12V DC supply which is nothing but a rechargeable battery
source. Motor driver acts as current amplifiers since they
take low current control signal andprovidesa highercurrent
signal. This higher signal is used to drive motors. When an
enable input is high, the associated driver gets enabled. As a
result, the output becomes active and work in phase with
their inputs. Similarly, when the enable input is low, that
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1193
driver is disabled, and their outputs are off and in the high-
impedance state. The pin diagram of L293D IC is shown in
figure 6.
Figure 6: Pin Diagram of L293D IC
6. RESULTS AND DISCUSSION
The experimental setup of transmitter and receiver
prototype is shown in figure 7 and 8 respectively.
Experiments were done mainly in two parts. In thefirstpart,
we tested the transmitter module separately by connecting
the Arduino controller to the PC/Laptop and observed the
output for different movements of the accelerometer and
bending of the flex sensor in the Arduino software (IDE). In
the second phase we tested the receiver module by giving
inputs from the transmitter and successfully observed the
displacement of robotic arm, opening & closing of grippers
and then the movements of the robotic platform in all
possible four directions. From observation that has been
made, it clearly shows that the movement of the robot is
precise, accurate, and is very easy to control and moreover
user friendly to use. The performance of the roboticarmand
robotic vehicle was checked using different hand
movements. The robotic arm design is very simple and has
the ability to grasp light weight objects and also mimic the
hand gestures almost flawlessly. This robotic arm can
perform complex and hazardous operations with ease. Thus
the assistive or supportive robot system was assessed
positive in the subjective evaluation. The participants
subjectively perceived that the hand gestureperformanceas
easy i.e. robotic vehicle movements, robotic arm motions
and opening and closing of grippers. This can be well suited
for pick and place operations. Using this framework, a non
expert robot programmer can control the robot quickly in a
natural way.
Figure 7: Model of Transmitting End
Figure 7: Model of Receiving End
7. CONCLUSIONS
The objective of this paper has been achieved which was
developing the hardware and software for a gesture based
robot. Gesture based interactions allow human computer
interaction to be in a natural way as well as in intuitive
manner. Therefore people were abletocontrol therobot and
gripper intuitively with hand motions. This type of control
could improve productivity, reduce the effects of repetitive
motions and improves safety. The performedusabilitystudy
points out that the system is well-suited for the pick and
place operations for physically impaired people and in
laboratory environments andcanbeused wherethehumans
are unable to sustain in the dangerous or harsh
environments. This system can also be used in defense to
load or diffuse bombs under emergencyorwarsituationand
cleaning agent in sewage and drainages.
Further developments like introducing an IP or Wi-
Fi based camera in the receiver sectionwhichmaybehelpful
for the end user to monitor or track the movement of the
vehicle and performance of the robotic arm. This system
provides an opportunity to increase adaptability and opens
up new application areas and reduces the gap between the
physical world and digital world with an output more
intuitive.
REFERENCES
[1] Kumar Aaditya, Divesh Kumar Pande and Preksha
Moondra, “Android Controlled Pick and Place Robotic
Arm Vehicle”, International Research Journal of
Engineering and Technology, 2015.
[2] S. Senthil Kumar, “Robotic Arm Control through
Internet/LAN for Patient Operation”, International
Journal of Advanced Research in Electrical, Electronics
and Instrumentation Engineering, Vol. 4, Issue 7, July
2015.
[3] Ankur Dang, Vibhum Chandorkar,Aishwarya Pawarand
Dhairya Pawar,”HandMotionControlledRoboticVehicle
with Obstacle Detection”, International Research of
Engineering and Technology, Vol. 4, Issue 9, Sep. 2017.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1194
[4] Love Aggarwal,Varnika GaurandPuneetVerma,“Design
and Implementation of a Wireless Gesture Controlled
Robotic Arm with Vision”, International Journal of
Computer Applications, Vol. 79, Oct. 2013.
[5] Pravin Vaishnav and Shalini Tiwari, “Accelerometer
Based Hand Gesture Controlled Robot”, International
Journal of Science and Research, Vol. 4, Issue 3, March
2015.
[6] R. Raja Prabhu and R. Sreevidya,“DesignofRobotic Arm
based on Hand Gesture Control System using Wireless
Sensor Networks”, International Research Journal of
Engineering and Technology,Vol.4,Issue3,March2017.
[7] Pradeep and Victer Paul, “DesignandImplementationof
Gesture Controlled Robotic Arm for Industrial
Applications”, International Journal of Advanced
Scientific Research and Development,Vol.3,Issue4,Oct.
2016.
[8] Sakshi Sharma and Piyush Yadav, “Design and
Implementation of Robotic Hand Control using Gesture
Recognition”, International Journal of Engineering
Research and Technology, Vol. 6, Issue 4, Apr. 2017.
[9] Maruthi Sagar, Sai Manikanta Kumar and Geethanjali,
“MEMS Based Gesture Controlled Robot Using Wireless
Communication”, International Journal of Engineering
Trends and Technology, Vol. 4, Issue 4, Aug. 2014.
[10] Gaurav Gautam and Abhijeet Ashish, “Wirelessly Hand
Glove Operated Robot”, International Journal of
Advanced Research in Electronics and Communication
Engineering, Vol. 3, Issue 11, Nov. 2014.

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IRJET- Robotic Vehicle Movement and Arm Control Through Hand Gestures using Arduino

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1189 ROBOTIC VEHICLE MOVEMENT AND ARM CONTROL THROUGH HAND GESTURES USING ARDUINO N Meenatchi Sundaram1, R Shiva Rama Krishnan2, T K Suraj Kamal3, J Rajeswari4 UG Students1, 2, 3, Department of Electrical and Electronics Engineering, Velammal College of Engineering and Technology, Madurai. Assistant Professor4, Department of Electrical and Electronics Engineering, Velammal College of Engineering and Technology, Madurai. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Robotic vehicle movement and Arm control through hand gestures using arduino is an assistive robot system for user-friendly support, hospital operations, and hazardous environment and to increase the autonomy of physically impaired people. It is a kind of functional replacement hand integrated with the moving vehicle that aids the amputees often suffers from physical difficulties. The prime aim of this system is to make it feasible to interact with the robot through the recognition of hand gestures for the physically challenged people. This is an electromechanical system in which the robotic arm can be controlled by a simple inertial navigation sensor called accelerometer. Similarly the soft catching gripper connected to the robotic arm can be controlled by flex sensor. The gesture commands measured by the accelerometer and flex sensor are processed by the arduino controller. The arduino controller is used in both the transmitter and receiver circuits, it responds based on the input given through the hand gestures. The signals get transmitted and received by advanced wireless nRF communication system. The robotic vehicle can move in all possible four directions (forward, backward, right and left). The different operations performed by the robotic arm are picking and placing the objects from one location to another location. For the controlling of the motor, motor driver IC and arduino controller is used. This system provides more natural and convenient ways to express their intentions and interactions with the environment. Key Words: Gestures, Accelerometer, Flex Sensor, Arduino, nRF Module, Driver Circuits, Robotic Arm and Robotic Vehicle. 1. INTRODUCTION Present day industry is mainly focusing towards computer- based interaction and robots to improve their productivity and delivery of end products with uniform quality to remain one step ahead of competitors. Today’s robots are quick, canny, prudent, accurate and more sensible than in the past years and are becoming increasingly viable for the highmix- low volume and low mix-high volume production. Collaborative robots, or “cobots”, are capable of working together with the humans and physically interact with the humans in a shared workspace. In addition, cobots use sensor technology that enables the function safely alongside humans in a hazardous environment and prevents them from handling risky works. Generally robots are used to perform dangerous, tricky and highly repetitive task and it also reduces the presence of human. The robotic operations are tremendously increased and have been widely accepted by many countries due to its error free functioning. Apart from industries, robots offer best solutions for designing a home automation system for elderly people and supportive system for the physically impaired people. Gesture recognition is a highly adaptive interface between the robots and users. It allows the operations of complex machines using hand movement thereby eliminating physical contact. The gesture controlled robots provides an opportunity to integrate disabled people into their normal working life as well as to increase the autonomy in activities of daily living. This kind of control couldoffera practical way to give disabled people more independence. They can even help to meet challenges posed by military and defense operations. They can also be used in surgical operations. Under some circumstances surgeons were unable to be on time to perform operations which could be fatal in many cases and shifting of patients become impractical. This system can explore the remote robot in the diverse environment utilizing different motion orders. 1.1 Objective The main objective is to develop a hand gesture based robotic vehicle with an end effector to pick and placeobjects controlled by nRF communication to increase the autonomy of physically impaired people by using MEMS technology. This is an attractive and compact embedded device with sensors to sense the activities of human hands and to capture motion information from accelerations in a form of analog voltage. This approach is focusing primarily on the task of grasping objects of different shapes and not that of manipulating or assembling objects. This type of grasping device has a variety of applications in object retrieval systems for the handicapped, planetary, underwater exploration and robotic surgery. Also, to control the displacement of the robotic arm so that the arm can be used to pick and place objects from any source to destination.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1190 2. LITERATURE REVIEW There are numerous ways for controlling the robots with unique methods and design criteria exist. Robots are most often controlled using tether (wired), wirelessly or autonomously. Some of the traditional wireless controlling methods are using mobile phones, joysticks, keypad, computer terminal, even interfacingwiththeinternetsothat they can be controlled anywhere. The following are some of the widely used controlling methods for the robotic vehicle as well as the robotic arm. A microcontroller based system which can be operated by android application. The user’s friendly interface present on the operator’s mobile phone can be used to control the robotic vehicle as well as its robotic arm. A Bluetooth module acts an interface between the mobile phone and robotic vehicle. This sends proper motional commands to the motors interfaced with the robot according to the signal received. This framework can be employed in chemical industry for handling of hazardous chemicals like sulfuric acid, nitric acid, sodium cyanide etc and prevents humans from inhalation, absorptionthroughskinandingestion.They can also be used for the movements of heavy objects in any industry [1]. A robotic arm integrated with microcontroller,LCD, DC motors and RF video camera controlled by Internet/LAN connection which is mainly used for patient operation. A proper averaging algorithm is used to reduce the amount of noise coming from the output of the sensors. The Ethernet adapter configured with particular IP address can receive the data from the particular computer. Theadapter will send the received data to the microcontroller through serial port. After receiving the data, the microcontroller sends appropriate signals to the DC geared motors to control the robotic arm. This framework is mainly usedtocuttheskin of the patient using the high-speed blades which is nothing but the robotic arm [2]. The vehicle movement can be controlled based on the detection of motion of hand and refrains the movement of the vehicle if any obstacle is detected in its path. The user can make the vehicle to move around in all possible four directions by simply moving his hand in the desired directions. So that the user doesn’t need to press any buttons. The gesture commands can be captured bya simple inertial navigation sensor called Accelerometer.Thissystem also includes ultrasonic sensor which can be helpful to prevent the robotic vehicle colliding with any obstacle. The signals from the sensors are forwarded to the microcontroller and encoder circuit. The encoded signal is transmitter through RF transmitter. RF receiverreceivesthe signal and decodes it. Finally the microcontroller gives appropriate signals to the motors to change the movements of the robots. This system can be used in the field of construction, hazardouswastedisposal andfieldsurveynear borders [3]. The robotic platform and the robotic arm can be controlled by two separate accelerometers. One accelerometer is mounted on the human hand and another one mounted on the leg of the user capturing its gestures and postures and thus the robotic arm and the platform moves accordingly. The motions performed by the platform are forward, backward, right & left and the operations performed by the robotic arm are pick & place/drop,raising and lowering the objects. The RF Module is used to transmit the different hand and leg gestures made by the user. The system is also equipped with an IP based camera which can stream real time video wirelessly to any Internet enabled device such as Mobile phone, Laptop, Tablet etc. The biggest advantage of this kind of robotic arm is that it can work in hazardous areas and also in the area which cannot be accessed by the human and also used to implement highly precise medical treatments [4]. 3. SYSTEM SUMUP The wireless gesture controlledrobotdynamicallynavigated in all possible four directions i.e. forward, backward, right and left and it is equipped with a non prosthetic robotic arm for picking and placing operations. The robotic arm is mounted on a moving vehicle and the vehicle is able tomove along any type of surface. The robotic armaccommodates all degrees of freedom, in order to reach all sides of the component, to take up position toanyinclination. Whenuser moves his hand in any direction then the robotic arm can move accordingly to the direction of the user hand. The arm equipped with an end effector can picks up the object with a strong grip and places it at the desired position. The wheels underneath the base help to move the robot to the desired location. The motors can be controlled by arduino whichcan provide required motional commands to the robot and controls the displacement of the robotic arm. Motors are seized based on desired torques/speeds, and are very constrained by physical size. The whole system is divided into two sections one is transmitter section and other is receiver section. This system provides an opportunity to increase adaptability and opens up new application areas and reduces the gap between the physical world and the digital world with an output more intuitive. 4. TRANSMITTING END The transmitter section consists of Arduino Uno Rev3 SMD, 3-axis accelerometer (ADXL 335), flex sensor, push button switches and nRF24L01 with 2.4GHz transmitter module. A separate 5 volt power supply which may be a battery source or through laptop or pc is applied to the arduino controller. The arduino Uno, flex sensor, push button switches and transmitter module receives 5V power supply. Accelerometer takes 5V supply but a voltage regulator is inbuilt on the sensor which regulates power supply to 3.3V. The block diagram of transmitter prototype is shown in figure 1.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1191 The accelerometer sensor and flex sensor are attached to the user’s hand for capturing different types of gestures like movements of hand and flex of fingers. According to the movements of the hand, inputistakenfrom the accelerometer sensor and flex sensor then the corresponding signal is sent to the controller.Whentheuser moves his hand or finger, the sensors fixed to the hand outputs an analog voltage value. The Arduino Uno reads the analog output values i.e. x-axis and y-axis values from the 3 axis (ADXL 335) accelerometer sensor and flex sensor. The analog outputs values which were achieved by parts of the body must need to convert in digital form for further proceed. The converted digital values processed by the arduino controller. This signal is utilized for the displacement of the robotic arm and soft catching gripper. The push button switches incorporated with the system is used to drive the wheels of the robotic vehicle. Figure 1: Block Diagram of Transmitter 4.1 Arduino Uno SMD The Arduino Uno SMD is a version of ArduinoUno, butusesa surface mount version of the Atmega328P rather than the though-hole version. The board has 14 digital input/output pins (of which 6 can be used as PWM outputs), 6 analog inputs, a 16 MHz crystal oscillator, a USB connection, a power jack, an ICSP header, and a reset button. Simply connect it to the computer with a USB cable or power it with an AC to DC adapter or battery to get started with the arduino board. Table 1: Specifications of Arduino Microcontroller ATmega328 Operating Voltage 5V Input Voltage (recomd.) 7-12V Input Voltage (limits) 6-20V Digital I/O pins 14 Analog Input Pins 6 DC Current per I/O Pin 40 mA DC Current for 3.3V Pin 50 mA Flash Memory 32KB (ATmega328) SRAM 1 KB (ATmega328) Clock Speed 16 MHz 4.2 Accelerometer ADXL 335 is a small, thin, low power, complete 3-axis accelerometer with signal conditioned outputs. It has 6 pins namely power supply (VCC), ground (GND), self-test (ST) and remaining 3 pins are for X, Y, Z axis. By tilting an accelerometer along its measured axis, one can read the gravitational force relative to the amount of tilt. The accelerometer can measure the force applied on the sensor in all the 3 directions X, Y and Z axis. The sensor provides three values X, Y and Z which are calibrated for the four types of movement and a stopped position at center by use of the error values in the axis directions. It operates on 3.3V from the Arduino Uno board. In this project only 2 axes namely X and Y are used. X and Y pins are connected to A0 and A1 pin of the board respectively. The advantage of accelerometer is that the values do not change unless there is a change in position. Figure 2: Accelerometer (ADXL 335) 4.3 Flex Sensor The flex sensor also known as variable resistor but the resistance changes according to the bending i.e. flexing. It detects the bending movements and can be made unidirectional or bidirectional. It works on the principle of change of resistance. Flex sensor isbasicallya stripofcarbon material having metal pads inside it which measures the amount of deflection caused by bending the sensor. Internally it consists of a carbon resistive element with thin substrate. As the substrate is flexed when it is bent, sensor produces resistive output which is equivalenttobend radius of the carbon strip having metal pads. To turn the flex sensor’s variable resistance into a readable voltage, we will combine it with a static resistor to create a voltage divider. Figure3: Flex Sensor
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1192 Figure 4: Circuit Diagram of Flex Sensor To turn the flex sensor’s variable resistance into a readable voltage, we will combine it with a static resistor to create a voltage divider. This resistor kit is handy for some trial and error testing to hone in on the most sensitive circuit possible. The flex sensor provides greater accuracyforsmall movements and smaller the radius, the higherthe resistance value. The flex sensor is attached to the fingers of the human as the user flexes his fingers for particular application flex sensor also bends by same amount andperformsthedesired operation. 5. RECEIVING END The receiver section consists of Arduino Uno with DIP package, Motor Driver IC L293d, DC Geared Motors, Servo Motor, 12V Rechargeable Battery Source, Robotic Platform, Robotic Arm and nRF24L01 with 2.4GHz Receiver Module. A separate 5 volt power supply which may be a battery source or through laptop or pc is applied to the arduino controller. The receiver module receives the modulated signal fromthe transmitter and demodulates it. Then the signal is fed to the arduino controller. The block diagram of receiver prototype is shown in figure 5. Figure 5: Block Diagram of Receiver The controller drives the motor of the robotic vehicle and robotic arm through motor driver to control the displacement of the arm, opening & closing of the grippers and movement of the platform. 5.1 Robotic Arm Robotic arm is the type of mechanical arm which is fixed to the receiver part of the circuit; the control signal came from the Arduino output based on the gesture input given in the transmitter part by using accelerometer sensor. The robotic arm can rotate about the axis of 360 degree, which isfixed to the one of the DC geared motor. The rotational control and the movement of the arm is based on the gesture input that is given from the transmitter section. The one part ofhand is about 20 cm and another part of the arm (elbow part) which is 30 cm long. The certain load is applied at the end of the arm for lifting the objects of desiredweight.Theservo motor is used for the purpose of gripping and placing the objects, because the servo motor is used for the low torque application. The control of the gripper is fromtheflexsensor which is in the transmitter part. That voltage output is sent to the Arduino which processes that signal and given to the nRF transmitter. The robotic arm will be controlled via the designed controller and it will be able to grab, pick up and move objects according to their weights and shape. The manipulator design is mostly expected to pick up cubes and the geometric shapes like a box. 5.2 Robotic Vehicle The vehicle consists of four wheels which are connected to the DC geared motor and which is controlledbytheswitches that are present in the transmitter part. The switches have the four operations (Forward, Backward, Left and Right) respectively in the series manner. These switches are pressed by the users for their needs and it sends the voltage signal to the transmitter section Arduino. The nRF communication system is used for the transmission and receiving purpose. The Arduino checks the input of the system and sends a 4 bit code to the Encoder IC. The Encoder passes the data to nRF transmitter and the transmitted data is received by the nRF receiver. The receiver sends the 4 bit code to the Decoder IC and the decoder passes it to Motor Driver IC. Later the motor driver makes the decision to turn the two motors in the required direction based on the input key which is pressed. L239D is an interfacing device which is used to interface the wheels of the vehicles. In a single chip we interfaced 2 motors, we are using six DC geared motors and a servo motor for the vehicle. 5.3 L293D Motor Driver IC L293D is a dual H-bridge motordriverIntegratedCircuit(IC) which is having 16 pins i.e. 4 input pins, 4 output pins, 4 VCC pins and 4 ground pins. We have connected VCC pins to the 12V DC supply which is nothing but a rechargeable battery source. Motor driver acts as current amplifiers since they take low current control signal andprovidesa highercurrent signal. This higher signal is used to drive motors. When an enable input is high, the associated driver gets enabled. As a result, the output becomes active and work in phase with their inputs. Similarly, when the enable input is low, that
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1193 driver is disabled, and their outputs are off and in the high- impedance state. The pin diagram of L293D IC is shown in figure 6. Figure 6: Pin Diagram of L293D IC 6. RESULTS AND DISCUSSION The experimental setup of transmitter and receiver prototype is shown in figure 7 and 8 respectively. Experiments were done mainly in two parts. In thefirstpart, we tested the transmitter module separately by connecting the Arduino controller to the PC/Laptop and observed the output for different movements of the accelerometer and bending of the flex sensor in the Arduino software (IDE). In the second phase we tested the receiver module by giving inputs from the transmitter and successfully observed the displacement of robotic arm, opening & closing of grippers and then the movements of the robotic platform in all possible four directions. From observation that has been made, it clearly shows that the movement of the robot is precise, accurate, and is very easy to control and moreover user friendly to use. The performance of the roboticarmand robotic vehicle was checked using different hand movements. The robotic arm design is very simple and has the ability to grasp light weight objects and also mimic the hand gestures almost flawlessly. This robotic arm can perform complex and hazardous operations with ease. Thus the assistive or supportive robot system was assessed positive in the subjective evaluation. The participants subjectively perceived that the hand gestureperformanceas easy i.e. robotic vehicle movements, robotic arm motions and opening and closing of grippers. This can be well suited for pick and place operations. Using this framework, a non expert robot programmer can control the robot quickly in a natural way. Figure 7: Model of Transmitting End Figure 7: Model of Receiving End 7. CONCLUSIONS The objective of this paper has been achieved which was developing the hardware and software for a gesture based robot. Gesture based interactions allow human computer interaction to be in a natural way as well as in intuitive manner. Therefore people were abletocontrol therobot and gripper intuitively with hand motions. This type of control could improve productivity, reduce the effects of repetitive motions and improves safety. The performedusabilitystudy points out that the system is well-suited for the pick and place operations for physically impaired people and in laboratory environments andcanbeused wherethehumans are unable to sustain in the dangerous or harsh environments. This system can also be used in defense to load or diffuse bombs under emergencyorwarsituationand cleaning agent in sewage and drainages. Further developments like introducing an IP or Wi- Fi based camera in the receiver sectionwhichmaybehelpful for the end user to monitor or track the movement of the vehicle and performance of the robotic arm. This system provides an opportunity to increase adaptability and opens up new application areas and reduces the gap between the physical world and digital world with an output more intuitive. REFERENCES [1] Kumar Aaditya, Divesh Kumar Pande and Preksha Moondra, “Android Controlled Pick and Place Robotic Arm Vehicle”, International Research Journal of Engineering and Technology, 2015. [2] S. Senthil Kumar, “Robotic Arm Control through Internet/LAN for Patient Operation”, International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol. 4, Issue 7, July 2015. [3] Ankur Dang, Vibhum Chandorkar,Aishwarya Pawarand Dhairya Pawar,”HandMotionControlledRoboticVehicle with Obstacle Detection”, International Research of Engineering and Technology, Vol. 4, Issue 9, Sep. 2017.
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 04 | Apr-2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 6.171 | ISO 9001:2008 Certified Journal | Page 1194 [4] Love Aggarwal,Varnika GaurandPuneetVerma,“Design and Implementation of a Wireless Gesture Controlled Robotic Arm with Vision”, International Journal of Computer Applications, Vol. 79, Oct. 2013. [5] Pravin Vaishnav and Shalini Tiwari, “Accelerometer Based Hand Gesture Controlled Robot”, International Journal of Science and Research, Vol. 4, Issue 3, March 2015. [6] R. Raja Prabhu and R. Sreevidya,“DesignofRobotic Arm based on Hand Gesture Control System using Wireless Sensor Networks”, International Research Journal of Engineering and Technology,Vol.4,Issue3,March2017. [7] Pradeep and Victer Paul, “DesignandImplementationof Gesture Controlled Robotic Arm for Industrial Applications”, International Journal of Advanced Scientific Research and Development,Vol.3,Issue4,Oct. 2016. [8] Sakshi Sharma and Piyush Yadav, “Design and Implementation of Robotic Hand Control using Gesture Recognition”, International Journal of Engineering Research and Technology, Vol. 6, Issue 4, Apr. 2017. [9] Maruthi Sagar, Sai Manikanta Kumar and Geethanjali, “MEMS Based Gesture Controlled Robot Using Wireless Communication”, International Journal of Engineering Trends and Technology, Vol. 4, Issue 4, Aug. 2014. [10] Gaurav Gautam and Abhijeet Ashish, “Wirelessly Hand Glove Operated Robot”, International Journal of Advanced Research in Electronics and Communication Engineering, Vol. 3, Issue 11, Nov. 2014.