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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2164
PASSENGER VEHICLE SPEED CONTROL USING PID ON SIMULINK
PLATFORM AND BODY CONTROL MODEL WITH TECHNOLOGICAL
IMPROVISATION
Pramod Chikali1, Prof. S. B. Kulkarni2
1PG Student, Electronics and Communication Engg, K.L.E Dr. M.S.Sheshgiri Collage of Engineering and Technology,
Belagavi, Karnataka, India
2Head of Department, Electronics and Communication Engg, K.L.E Dr. M.S.Sheshgiri Collage of Engineering and
Technology, Belagavi, Karnataka, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - This paper proposes the involvement of modern
embedded system in the field of automobile industries. In
this nearly five applications will improve the user-friendly
environment for the passenger. Involvement of themodern-
day technology has to deploy the necessary features in the
vehicle which will give rise to easy handling approach of the
vehicle and other functions of the vehicle. The involvement
of PID controller Using MATLAB Simulink will enhance
driving ability of the vehicle, where it will control the
capability of the wheels at any point of time. Further in
remaining applications manual obstruction avoidance and
speed variations can be handled followed by surveillance of
the vehicle with temperature and humidity controlling.
Finally, the safe drive assistance will indicate the parameter
by which driver can take necessary steps in driving the
vehicle. These features will run parallel. Some of the
applications will be assisting the driver or the passenger
during the motion and reaming will be assisting during off
condition of the vehicle. The overall improvisation in
technology will help the passenger with better results while
handling the vehicle.
Key Words: PID controller, MATLAB Simulink,Modern
embedded system.
1. INTRODUCTION
The world today is engulfed with modernized
embedded systems wrapping from home appliances to
entertainment to security systems to automobile industry.
The pace at which the advancement is happening in
Automobile Industry is irresistible.EmbeddedSystemwhich
was designed to work for a specific function withinelectrical
or mechanical system with its constraint for computation
being in real-time hasundergoneinspiringinnovations,from
sophisticatedfunctionalitytoloweringcostofmanufacturing
to low power utilization and dissipation. Not only electrical
systems are benefited by this advancement in embedded
systems but the usage of electronics say, microcontrollers,
DSP (Digital Signal Processors), or both, in automobile
(mechanical) industry has expanded on the whole. It began
by Volkswagen designing the first automobile using
embedded systems in 1968 and now it is widespread to
cruise control, wipers with rain sensing, event data
recorders, sensors for back-up collision, anti-lock brake
systems, air bags, emission control, traction control,
advanced navigation systems, in-vehicle entertainment and
monitoring tyre pressure.
 AIR-BAGS: The air bag system controlled by airbag
control unit commands, endow extra protection
against head in case of crash or accident by
providing soft surface to land on. A signal is sent to
air bag control unit on detecting event by collision
sensor during accident.
 EVENT DATA RECORDER: Black box,aneventdata
recorder, is a device that keeps the track of
information of vehicle accidents or crashes.
 ANTI-LOCK BRAKING SYSTEM: In case of wheel
lock-up detectedbywheel-speedsensors,individual
wheel pressure is reduced by control unit. Before
the lock-up threshold, high-speed correction of
braking pressure takes place. It makes safe, reliable
and cost-effective system because the brake-fluid
returns along with closed loop break circuit.
Fig - 1: An automobile with embedded systems
 DYNAMIC TRACTION AND STABILITYCONTROL:
To avoid surplus loading of any of the wheels
causing slip either through throttle or brake
application, traction control system is used.
 EMBEDDED NAVIGATIONSYSTEM:Thenavigation
system stores the map values that are compared
with received current longitude and latitude values
using GPR receiver.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2165
 EMBEDDED RAIN SENSING SYSTEM: In this
system, opposite to rare window front of
windshield, an optical sensor is placed at 450
angles, as shown in figure 8, which emits infrared
light back into the sensor when the glass is dry but
if any droplets are present the light is reflected in
different directions.
 EMBEDDED BASED AUTOMATIC CAR PARKING
SYSTEM: The sensors deployed in front of vehicle
and on rare bumpers sense the parking space and
road side distance to help the driver park the car
into parking space, by sending a signal which is
reverted back on meeting an obstacle nearby.
2. METHODOLOGY
The above diagram represents the overall block
diagram of the project implementation and its applications.
The project is mainly divided into five main applications
which will combine all the parameters and form body
control model with technological improvisation.Considering
the first and main applicationoftheprojectwhich elaborates
about the passenger vehicle speed control using MATLAB
Simulink, in this application graphical programming
environment for modelling is used to implement PID
controller. By adjusting the parameters in the blocks and
interfacing those in the form of open loop and in closed loop
configuration the desired development will be done and
finally the desired simulation results will be verified for the
closed loop and open loop configuration. In this open loop
configuration and closed configuration, the output wave
form will depict the variation in the loop feedback system.
Finally, the blocks will be converted into thehexfilebysuing
the packages available for the Arduino microcontroller. The
packages will convert the blocks with specified parameters
into specified hex files which will be helpful for the
microcontroller to run the application. The interfacingof DC
motors with the microcontroller using encoder will finally
elaborate the speed control using PID controller’s. As it is
represented using the blocks.
The second application will be the extension of first withthe
smart way of approach. In this application, the Arduino
microcontroller will be programmed with the help of driver
circuit for DC motor. Whenever the robotic vehicle will
detect the obstruction the speed of the vehicle will be
reduced based on the programming on the microcontroller.
The ultrasonic sensor will read the parametersoftheobjects
and it will be notified to microcontroller. As the obstruction
to vehicle is removed or avoided then the speed of the
vehicle gradually increases again. If the vehicle obstruction
to the vehicle does not avoided for the longer time then for
fuel efficiency the vehicle will go into offconditionwhich has
to be ignited again for the movement.
Fig - 2: Block diagram Implementation of passenger
vehicle speed control using PID on Simulink platform and
body control model with technological improvisation
The third application is relatedtomodernizeapproachinthe
field of automobile industry because in this a raspicam
interfaced with Raspberry pi will be mounted on to the
vehicle. This will take the real-time images and the videos,
which will happen during the absence of the passenger.
These images or videos can be viewed in the Smartphone
which has been already installed with raspicam remote
application in it. Using the IP address of the Raspberrypithe
android application in the Smartphone will be linked with
the raspicam of raspberry pi and finally it will bestarttaking
images or the videos. The images or the videos can be saved
on to the memory which is already being installed on to the
raspberry in the form of a memory card as a secondary
storage device.
The fourth application is related online monitoring of
humidity and temperature of onboard passenger vehicle.
When the passenger is out for period then before coming
back to the vehicle he can check the status of the humidity
and temperature online using the IOT application using the
Smartphone and the thinkspeack platform and the status of
the humidity and temperature can be stored on to the
memory for future analysis. The representation of humidity
and temperature will be done in graphical way, where the
passenger can analyses the moderate variation with the
parameter. Based on the parameter variation the air coolant
system within the vehicle can be put on and varied so that
when passenger catches the actual vehicle at that time the
temperature and humidity of the vehicle should be
maintained properly.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2166
The last and final application is related to safety driving
assistance which will have Arduino microcontroller and
moisture content reader as a hardware unit. In this
application whenever the driver borrows the vehicle and
when he tries drive on to the particular path the moisture
content of that path will be read outandsafetymeasures will
be displayed on to the LCD display panel as warning
assistance. It is basically an alert indicator by means of this
in real time the driver can change the path which he has
chosen early to travel.
3. RESULTS AND DISCUSSION
The overall results will be divided into the individual
results of the application’s involved in the project, so will
examine the results one by one.
 Consider the first application i.e.
Fig - 3: Encoder mismatch output when the system in open
loop configuration
Fig - 4: Encoder mismatch output when the system is
under closed loop configuration
The above results are the expected simulation results for
drive with PID control.
 Consider the second application.
Fig - 5: Manual setup elaborating the Mechanized speed
control of passenger vehicle
In the above application, as the system mainly controlled by
the Arduino microcontroller the expected results are not
shown in the form of simulation results. Because it is an
automatic system in controlling the speed of the vehicle.
 Consider the third application
Fig - 6: Manual setup of Vehicle surveillance camera for
object detection using Raspicam and Android application
The expected results are shown in the above diagram
when all setups are done which is explained in the
implementation.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2167
 Consider the fourth application.
Fig- 7: Graphical representations of Humidity and
Temperature on Thinspeack platform
The above representation is for the Passengervehicle
interior humidity and temperature monitoring withIOTand
to maintain onboard temperature with air coolant system.
 Consider the final application.
Fig-8: Safe drive assistance Indications on LCD
Fig-9: Safe drive assistance Indications on LCD
The above representation is for the Safe drive
assistance, where the results are displayed on the 16*2 LCD
display.
4. CONCLUSION AND FUTURE SCOPE
In accordance with the objectives of this project as
mentioned earlier in this report asapplications,therequired
results are obtained.
 First application i.e. Drive with PID control with
simulation result obtained and real-time
implementation is done.
 Second application is related to Mechanized speed
control of passenger vehicle, the speed variation
and controlling acquired with ideal results.
 Third application is related to Vehicle surveillance
camera for object detection using raspicam and
Android application, in which video and images
have the clear visibility to recognize the objects
using IOT application.
 Fourth application is related to Passenger vehicle
interior humidity and temperaturemonitoring with
IOT and to maintain onboard temperature with air
coolant system, in this application parameters
involving with IOT are acquired with the ideal
results and represented them on the graphical
platform using Thingspeack.
 Fifth application is related Safe drive assistance in
which using moisture content reader, the alert
messages are obtained based on the parameter
variations. Finally, to alert the driver.
The involvement of embedded systems in the field of
automobile systems will create a great impact in future
technology improvisations. As the electronic control unit
moderates, number sensors and actuators will be increased.
So that Automatic and smart way approach of the system
will have great reliability and accuracy.
REFERENCES
[1].https://en.wikipedia.org/wiki/PID_controller.
[2].Nawi Berahim, Sulaini Besar, Mohd Zain Abdul Rahim,
Shamsul Aizam Zulkifli, Zairi Ismael Rizman,” PID Voltage
Control For DC Motor Using MATLAB Simulink and Arduino
Microcontroller ”. ISSN: 2090-4274 Journal of Applied
Environmental and Biological Sciences.
[3].Ashish U. Bokade and V. R. Ratnaparkhe ,” Video
SurveillanceRobotControl usingSmartphoneandRaspberry
Pi ”. International Conference on Communication and Signal
Processing, April 6-8, 2016, India.
[4].Ravi Kishore Kodali and Archana Sahu,” An IoT based
Weather Information Prototype Using WeMos ”. 2016 2nd
International Conference on Contemporary Computing and
Informatics.
[5].https://www.raspberrypi.org/.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072
© 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2168
[6].https://www.arduino.cc/.
[7].https://thingspeak.com/.
[8].https://in.mathworks.com/help/supportpkg/arduino/ex
amples/drive-with-pid-
control.html?prodcode=SL&requestedDomain=www.mathw
orks.com.
[9].https://electronicsforu.com/electronics-
projects/surveillance-camera-using-raspicam-android-app.
[10].https://electronicsforu.com/electronics-
projects/humidity-temperature-monitoring-using-arduino-
iot.
[11].https://electronicsforu.com/electronics-
projects/hardware-diy/diy-digital-soil-moisture-meter.

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Passenger Vehicle Speed Control using PID on Simulink Platform and Body Control Model with Technological Improvisation

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2164 PASSENGER VEHICLE SPEED CONTROL USING PID ON SIMULINK PLATFORM AND BODY CONTROL MODEL WITH TECHNOLOGICAL IMPROVISATION Pramod Chikali1, Prof. S. B. Kulkarni2 1PG Student, Electronics and Communication Engg, K.L.E Dr. M.S.Sheshgiri Collage of Engineering and Technology, Belagavi, Karnataka, India 2Head of Department, Electronics and Communication Engg, K.L.E Dr. M.S.Sheshgiri Collage of Engineering and Technology, Belagavi, Karnataka, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - This paper proposes the involvement of modern embedded system in the field of automobile industries. In this nearly five applications will improve the user-friendly environment for the passenger. Involvement of themodern- day technology has to deploy the necessary features in the vehicle which will give rise to easy handling approach of the vehicle and other functions of the vehicle. The involvement of PID controller Using MATLAB Simulink will enhance driving ability of the vehicle, where it will control the capability of the wheels at any point of time. Further in remaining applications manual obstruction avoidance and speed variations can be handled followed by surveillance of the vehicle with temperature and humidity controlling. Finally, the safe drive assistance will indicate the parameter by which driver can take necessary steps in driving the vehicle. These features will run parallel. Some of the applications will be assisting the driver or the passenger during the motion and reaming will be assisting during off condition of the vehicle. The overall improvisation in technology will help the passenger with better results while handling the vehicle. Key Words: PID controller, MATLAB Simulink,Modern embedded system. 1. INTRODUCTION The world today is engulfed with modernized embedded systems wrapping from home appliances to entertainment to security systems to automobile industry. The pace at which the advancement is happening in Automobile Industry is irresistible.EmbeddedSystemwhich was designed to work for a specific function withinelectrical or mechanical system with its constraint for computation being in real-time hasundergoneinspiringinnovations,from sophisticatedfunctionalitytoloweringcostofmanufacturing to low power utilization and dissipation. Not only electrical systems are benefited by this advancement in embedded systems but the usage of electronics say, microcontrollers, DSP (Digital Signal Processors), or both, in automobile (mechanical) industry has expanded on the whole. It began by Volkswagen designing the first automobile using embedded systems in 1968 and now it is widespread to cruise control, wipers with rain sensing, event data recorders, sensors for back-up collision, anti-lock brake systems, air bags, emission control, traction control, advanced navigation systems, in-vehicle entertainment and monitoring tyre pressure.  AIR-BAGS: The air bag system controlled by airbag control unit commands, endow extra protection against head in case of crash or accident by providing soft surface to land on. A signal is sent to air bag control unit on detecting event by collision sensor during accident.  EVENT DATA RECORDER: Black box,aneventdata recorder, is a device that keeps the track of information of vehicle accidents or crashes.  ANTI-LOCK BRAKING SYSTEM: In case of wheel lock-up detectedbywheel-speedsensors,individual wheel pressure is reduced by control unit. Before the lock-up threshold, high-speed correction of braking pressure takes place. It makes safe, reliable and cost-effective system because the brake-fluid returns along with closed loop break circuit. Fig - 1: An automobile with embedded systems  DYNAMIC TRACTION AND STABILITYCONTROL: To avoid surplus loading of any of the wheels causing slip either through throttle or brake application, traction control system is used.  EMBEDDED NAVIGATIONSYSTEM:Thenavigation system stores the map values that are compared with received current longitude and latitude values using GPR receiver.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2165  EMBEDDED RAIN SENSING SYSTEM: In this system, opposite to rare window front of windshield, an optical sensor is placed at 450 angles, as shown in figure 8, which emits infrared light back into the sensor when the glass is dry but if any droplets are present the light is reflected in different directions.  EMBEDDED BASED AUTOMATIC CAR PARKING SYSTEM: The sensors deployed in front of vehicle and on rare bumpers sense the parking space and road side distance to help the driver park the car into parking space, by sending a signal which is reverted back on meeting an obstacle nearby. 2. METHODOLOGY The above diagram represents the overall block diagram of the project implementation and its applications. The project is mainly divided into five main applications which will combine all the parameters and form body control model with technological improvisation.Considering the first and main applicationoftheprojectwhich elaborates about the passenger vehicle speed control using MATLAB Simulink, in this application graphical programming environment for modelling is used to implement PID controller. By adjusting the parameters in the blocks and interfacing those in the form of open loop and in closed loop configuration the desired development will be done and finally the desired simulation results will be verified for the closed loop and open loop configuration. In this open loop configuration and closed configuration, the output wave form will depict the variation in the loop feedback system. Finally, the blocks will be converted into thehexfilebysuing the packages available for the Arduino microcontroller. The packages will convert the blocks with specified parameters into specified hex files which will be helpful for the microcontroller to run the application. The interfacingof DC motors with the microcontroller using encoder will finally elaborate the speed control using PID controller’s. As it is represented using the blocks. The second application will be the extension of first withthe smart way of approach. In this application, the Arduino microcontroller will be programmed with the help of driver circuit for DC motor. Whenever the robotic vehicle will detect the obstruction the speed of the vehicle will be reduced based on the programming on the microcontroller. The ultrasonic sensor will read the parametersoftheobjects and it will be notified to microcontroller. As the obstruction to vehicle is removed or avoided then the speed of the vehicle gradually increases again. If the vehicle obstruction to the vehicle does not avoided for the longer time then for fuel efficiency the vehicle will go into offconditionwhich has to be ignited again for the movement. Fig - 2: Block diagram Implementation of passenger vehicle speed control using PID on Simulink platform and body control model with technological improvisation The third application is relatedtomodernizeapproachinthe field of automobile industry because in this a raspicam interfaced with Raspberry pi will be mounted on to the vehicle. This will take the real-time images and the videos, which will happen during the absence of the passenger. These images or videos can be viewed in the Smartphone which has been already installed with raspicam remote application in it. Using the IP address of the Raspberrypithe android application in the Smartphone will be linked with the raspicam of raspberry pi and finally it will bestarttaking images or the videos. The images or the videos can be saved on to the memory which is already being installed on to the raspberry in the form of a memory card as a secondary storage device. The fourth application is related online monitoring of humidity and temperature of onboard passenger vehicle. When the passenger is out for period then before coming back to the vehicle he can check the status of the humidity and temperature online using the IOT application using the Smartphone and the thinkspeack platform and the status of the humidity and temperature can be stored on to the memory for future analysis. The representation of humidity and temperature will be done in graphical way, where the passenger can analyses the moderate variation with the parameter. Based on the parameter variation the air coolant system within the vehicle can be put on and varied so that when passenger catches the actual vehicle at that time the temperature and humidity of the vehicle should be maintained properly.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2166 The last and final application is related to safety driving assistance which will have Arduino microcontroller and moisture content reader as a hardware unit. In this application whenever the driver borrows the vehicle and when he tries drive on to the particular path the moisture content of that path will be read outandsafetymeasures will be displayed on to the LCD display panel as warning assistance. It is basically an alert indicator by means of this in real time the driver can change the path which he has chosen early to travel. 3. RESULTS AND DISCUSSION The overall results will be divided into the individual results of the application’s involved in the project, so will examine the results one by one.  Consider the first application i.e. Fig - 3: Encoder mismatch output when the system in open loop configuration Fig - 4: Encoder mismatch output when the system is under closed loop configuration The above results are the expected simulation results for drive with PID control.  Consider the second application. Fig - 5: Manual setup elaborating the Mechanized speed control of passenger vehicle In the above application, as the system mainly controlled by the Arduino microcontroller the expected results are not shown in the form of simulation results. Because it is an automatic system in controlling the speed of the vehicle.  Consider the third application Fig - 6: Manual setup of Vehicle surveillance camera for object detection using Raspicam and Android application The expected results are shown in the above diagram when all setups are done which is explained in the implementation.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2167  Consider the fourth application. Fig- 7: Graphical representations of Humidity and Temperature on Thinspeack platform The above representation is for the Passengervehicle interior humidity and temperature monitoring withIOTand to maintain onboard temperature with air coolant system.  Consider the final application. Fig-8: Safe drive assistance Indications on LCD Fig-9: Safe drive assistance Indications on LCD The above representation is for the Safe drive assistance, where the results are displayed on the 16*2 LCD display. 4. CONCLUSION AND FUTURE SCOPE In accordance with the objectives of this project as mentioned earlier in this report asapplications,therequired results are obtained.  First application i.e. Drive with PID control with simulation result obtained and real-time implementation is done.  Second application is related to Mechanized speed control of passenger vehicle, the speed variation and controlling acquired with ideal results.  Third application is related to Vehicle surveillance camera for object detection using raspicam and Android application, in which video and images have the clear visibility to recognize the objects using IOT application.  Fourth application is related to Passenger vehicle interior humidity and temperaturemonitoring with IOT and to maintain onboard temperature with air coolant system, in this application parameters involving with IOT are acquired with the ideal results and represented them on the graphical platform using Thingspeack.  Fifth application is related Safe drive assistance in which using moisture content reader, the alert messages are obtained based on the parameter variations. Finally, to alert the driver. The involvement of embedded systems in the field of automobile systems will create a great impact in future technology improvisations. As the electronic control unit moderates, number sensors and actuators will be increased. So that Automatic and smart way approach of the system will have great reliability and accuracy. REFERENCES [1].https://en.wikipedia.org/wiki/PID_controller. [2].Nawi Berahim, Sulaini Besar, Mohd Zain Abdul Rahim, Shamsul Aizam Zulkifli, Zairi Ismael Rizman,” PID Voltage Control For DC Motor Using MATLAB Simulink and Arduino Microcontroller ”. ISSN: 2090-4274 Journal of Applied Environmental and Biological Sciences. [3].Ashish U. Bokade and V. R. Ratnaparkhe ,” Video SurveillanceRobotControl usingSmartphoneandRaspberry Pi ”. International Conference on Communication and Signal Processing, April 6-8, 2016, India. [4].Ravi Kishore Kodali and Archana Sahu,” An IoT based Weather Information Prototype Using WeMos ”. 2016 2nd International Conference on Contemporary Computing and Informatics. [5].https://www.raspberrypi.org/.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 04 Issue: 08 | Aug -2017 www.irjet.net p-ISSN: 2395-0072 © 2017, IRJET | Impact Factor value: 5.181 | ISO 9001:2008 Certified Journal | Page 2168 [6].https://www.arduino.cc/. [7].https://thingspeak.com/. [8].https://in.mathworks.com/help/supportpkg/arduino/ex amples/drive-with-pid- control.html?prodcode=SL&requestedDomain=www.mathw orks.com. [9].https://electronicsforu.com/electronics- projects/surveillance-camera-using-raspicam-android-app. [10].https://electronicsforu.com/electronics- projects/humidity-temperature-monitoring-using-arduino- iot. [11].https://electronicsforu.com/electronics- projects/hardware-diy/diy-digital-soil-moisture-meter.