Quadcopter (uavs) for border security with gui system

eSAT Publishing House
eSAT Publishing HouseeSAT Publishing House

IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology

IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 620
QUADCOPTER (UAVS) FOR BORDER SECURITY WITH GUI SYSTEM
Jinay S. Gadda1
, Rajaram D. Patil2
1, 2
M.E. Electronics, Electronics Department, P.V.P.I.T Budhgaon, Maharashtra, India
jinay7@rediffmail.com, prajaram2@gmail.com
Abstract
The authors are designing the Quad-copter (UAVs) for Border Security with GUI System. Now-a-days the security issues of borders
are daily increasing. Terrorist activities, firing, etc. at border are increasing day by day. Monitoring is becoming more difficult due to
weather conditions, difficult areas which are out of reach etc and risk of losing life of soldier is also increasing. Designing an
unmanned air vehicle which will monitor the border area, difficult location, movie shooting etc from long distance can be a good
option. GPS is used to track the position of intruder or our troops or vehicles. This GPS data will be received by ARM9 processor and
conveyed to observer or controller via zigbee. The Quad-copter is controlled by observer via the IR remote. Observer will fly the
Quad-copter from a distance to area which has to be monitored. The Audio-Visual will be transmitted to PC via Wireless camera
mounted on assembly. Also recording will be done.
Keywords: Quadcopter, GPS, Zigbee, Wireless camera, IR remote, Battery, ARM9 processor, GUI
-----------------------------------------------------------------------***-----------------------------------------------------------------------
1. INTRODUCTION
The military use of unmanned aerial vehicles (UAVs) has
grown because of their ability to operate in dangerous
locations while keeping their human operators at a safe
distance. The larger UAVs also provide a reliable long
duration, cost effective, platform for reconnaissance as well as
weapons. These UAVs are designed with different filters such
as adaptive high-gain extended Kalman filter (AEKF) [1], cost
reference particle filter (CRPF) approach in estimating 1-D
“tilt” with “Accelerometer” and “gyroscope” sensors for large
perturbations [2]. Some quad-copters were design with robust
control law to make the elevation & pitch angles of the 3-DOF
helicopter practically track the time-varying reference signals
that belong to a fixed family of function of time [3]. Also new
adaptive law for attitude tracking extended state observer
(ESO) were developed for effective compensation for the
external disturbances & uncertainty in inertial matrix [4].
Some quad-copters were designed with Unscented Kalman
filter (UKF) and an IMU with three-axis accelerometers, gyro
meters & magnetometers with GPS receiver for attitude angles
estimation [5]. Some designs were with vision system using
camera, tracking the object using image processing & also
calculating distance between unmanned air vehicle & ground
target to control the UAV using computer [6]. Also some
quad-copters were designed to the map or monitoring the areas
in danger zones, disaster areas, etc. These systems were
designed with payload of GPS, CCD cameras, laser scanner
mounted on it [7].
The design caught our interest is the smaller UAVs can serve
more tactical operations such as searching a village, rivers,
surveillance, tracking for enemy positions, movie shootings,
etc. Smaller UAVs, on the order of a couple feet in size,
should be able to handle military tactical operations as well as
the emerging commercial and industrial applications.
It was therefore a vehicle in the one foot in size with bearable
payload of GPS, video camera, zigbee ARM processor
mounted on it that caught our interest. Although most of the
large military UAVs are fixed wing aircraft, we felt that a
small UAV should have greater maneuverability and
versatility since it was likely to be useful for a broader range
of applications than the larger or smaller versions. The quad-
copter will meet the goal of producing a small UAV that could
perform useful missions in both military and commercial
arenas, time and funding constraints, battery backup forced to
design a UAV to meet the functional requirements but not to
meet harsh environmental conditions such as those
encountered during military missions. However, UAV design
certainly could be re-implemented with newer and more
robust technology which would allow it to be used for military
functions, surveillance & target tracking. The Quad-copter
configuration UAV will be capable of being remotely
controlled to fly specific pre-determined missions with manual
control. Quad-copter will be designed to select a few mission
scenarios to show the range of control and monitoring
capabilities of such a platform. Such missions might include
inspection of a difficult to reach location, rapid deployment
video from the location of a fictitious campus incident, or
surveillance video from a pre-planned route around area. As a
stretch goal for the project, the quad-copter will be of
autonomous/remote controlled flight where the UAV must
avoid objects or sustain a flight path in the face of side winds
or to find intruders at border. A scenario requiring
autonomous/remote controlled flight would be a search and
border surveillance, rescue situation where a building has
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 621
collapsed and the search route is blocked by unknown objects
that must be avoided during the search.
1.1 Applications
Quad-copter can be useful for many applications such as
industrial, commercial, military etc. It is mainly designed for
surveillance. It can be also useful for disaster management,
land slide, earthquakes, for finding the persons were people
cannot reach. Quad-copter can also be used for video shooting
of movies or collecting evidences for reporters keeping them
at safe distance.
At border it is used to detect intruders, land mines, enemy
troops etc. keeping our soldier at safe distance.
2. QUADCOPTER (UAVS) FOR BORDER
SECURITY WITH GUI SYSTEM DESIGN
Fig-1 Quad-copter Assembly
Fig-2 IR Remote
Fig-3 Receiver with GUI System
2.1 MCU: (Microcontroller Unit) ARM9
It is the heart of system. All the controlling functions, data
transmitting function are done by this unit. Following
functions will be carried out by microcontroller unit.
1) Decode the signals from IR decoder & compare with
stored value & make decision which function to be
executed
2) Data from GPS will be received by MCU & send to
server via zigbee.
3) To adjust the camera position.
4) To monitor battery voltage & check whether
discharge or not & give information about battery
status to server.
2.1.1 Features
1. 64MB SDRAM, 256MB Nand
2. 2MB Nor Flash, BIOS installed.
3. 4 wire resistive touch screen interface.
4. Audio / USB / SD / 3x Serial / I2C / Ethernet.
5. Pre-loaded with Linux QT (touch enabled).
6. Supports Android, Linux, Windows CE.
7. Manufactured by FriendlyARM.
Fig-4 ARM9 KIT
2.2 CC2500 Zigbee Module:-
Zigbee CC2500 is used as a media for communication
between quad copter & pc. Zigbee uses RF link with carrier
frequency 2.4 GHz. It is bidirectional with data anti collision
protection.
Observer
or
controller
Remote
with DC
source
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 622
Fig-5 CC2500 Module
2.2.1 Features
1. Low current consumption.
2. Easy for application.
3. Efficient SPI interface
4. Operating temperature range: ﹣40degree - 85
degree.
5. Operating voltage: 1.8~ 3.6 Volts.
6. Available frequency at : 2.4-2.483GHz
7. Programmable output power and hi sensitivity.
2.3 Camera:
It is used to take videos of the surrounding environment.
2.4. Copter Assembly
It is used to fly the unit & take to position where we want. It
consists of motors, base, fans. The payload of our copter
assembly will contain ARM9 kit, GPS receiver, Video
Camera, Power supply, etc.
Fig-6 Copter Assembly
2.5 Power Supply Requirement:
Power supply required is 5v dc/2A maximum for all system.
2.6 IR Receiver:
It is used to receive the signals from transmitter remote.
2.7 IR Remote:
It is used to send commands to fly the copter.
2.7.1 Specifications
1. 4CH infrared control
2. Remote distance: 100M
3. 2.4 GHZ frequency
Fig-7 IR Remote
2.8 GPS Receiver
MN5010HS GPS module is used. Data from GPS will be
received by ARM9 & send to server via zigbee CC2500.
Fig-8 GPS Module
2.9 Monitoring Side:
1) At this side we will receive the data of position in
terms of latitude & longitude given by GPS via
zigbee cc2500.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 623
2) This data is given to PC via a max232 ic which is
TTL-CMOS, CMOS-TTL converter to PC.
3) PC will contain GUI which will have map of area
& through map we will plot position with the help
of GPS data.
4) Through camera we are going to monitor the area
also recording will be done.
2.10 Pc interface using MAX232 for Zigbee
Max 232 ic is required to convert TTL-CMOS or CMOS to
TTL voltage levels. Zigbee will be interfaced to PC via a
max232 ic. Data of location from ARM9 will be received
through zigbee CC2500 and given to PC via max 232 ic.
Fig-9 max 232 pc interface circuit
2.11 Graphical User Interface
GUI example shown below will contain location information,
video recording, and video screen. This will guide the
observer to take the decision where to move the copter &
which area to be monitored.
Fig-9 GUI contents
CONCLUSIONS
Through quad-copter we will be able to monitor the border
with a distance & guide our soldier with safety & provide
security to selected area. Quad-copter can also be used for
disaster management at the time of floods, earthquakes,
landslide, in laboratories where it is difficult for person to
reach. This quad-copter will also be able to shoot the videos &
record it for film industries. Quad-copter will also be useful
for managing road traffics & accident recording.
ACKNOWLEDGEMENTS
The author would like to thanks Prof. R.D.Patil for providing
valuable guidance for this thesis.
REFERENCES
[1]. Kenneth D. Sebesta and Nicolas Boizot. A Real-Time
Adaptive High-Gain EKF, Applied to a Quadcopter
Inertial Navigation System. IEEE TRANSACTIONS ON
INDUSTRIAL ELECTRONICS, VOL. 61, NO. 1, JANUARY
2014.
[2]. Jaechan Lim and Daehyoung Hong, Member, IEEE. Cost
Reference Particle Filtering Approach to High-Bandwidth Tilt
Estimation. IEEE TRANSACTIONS ON INDUSTRIAL
ELECTRONICS, VOL. 57, NO. 11, NOVEMBER 2010.
[3]. Bo Zheng and Yisheng Zhong, Member, IEEE Robust
Attitude Regulation of a 3-DOF Helicopter Benchmark:
Theory and Experiments IEEE TRANSACTIONS ON
INDUSTRIAL ELECTRONICS, VOL. 58, NO. 2,
FEBRUARY 2011.
[4]. Yuanqing Xia, Zheng Zhu, Mengyin Fu, and Shuo Wang,
Attitude Tracking of Rigid Spacecraft with Bounded
Disturbances. IEEE TRANSACTIONS ON INDUSTRIAL
ELECTRONICS, VOL. 58, NO. 2, FEBRUARY 2011.
[5]. Hector Garcia de Marina, Fernando J. Pereda, Jose M.
Giron-Sierra, Member, IEEE, and Felipe Espinosa, Member,
IEEE, UAV Attitude Estimation Using Unscented Kalman
Filter and TRIAD. IEEE TRANSACTIONS ON
INDUSTRIAL ELECTRONICS, VOL. 59, NO. 11,
NOVEMBER 2012.
[6]. A Robust Real-Time Embedded Vision System on an
Unmanned Rotorcraft for Ground Target Following by Feng
Lin, Student Member, IEEE, Xiangxu Dong, Ben M. Chen,
Fellow, IEEE, Kai-Yew Lum, Member, IEEE, and Tong H.
Lee, Member, IEEE IEEE TRANSACTIONS ON
INDUSTRIAL ELECTRONICS, VOL. 59, NO. 2,
FEBRUARY 2012.
[7]. Masahiko Nagai, Tianen Chen, Ryosuke Shibasaki, Hideo
Kumagai, and Afzal Ahmed, UAV-Borne 3-D Mapping
System by Multisensor Integration. IEEE TRANSACTIONS
ON GEOSCIENCE AND REMOTE SENSING, VOL. 47,
NO. 3, MARCH 2009.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 624
BIOGRAPHIES
Mr. Jinay S. Gadda has received his
bachelor degree in Electronics and Tele-
communications from Shivaji University,
Kolhapur and currently Pursuing M.E in
Electronics from Shivaji University,
Kolhapur. Also having industrial experience of 8 years & 4
years of teaching.
Mr. R.D.Patil (M.E. Electronics) working as
an Associate Professor & PG Coordinator for
PVPIT Budhgaon. Having teaching experience
of 25 years. His area of specialization is
Microprocessor, Microcontroller, VLSI
Design, Embedded system.

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Quadcopter (uavs) for border security with gui system

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 620 QUADCOPTER (UAVS) FOR BORDER SECURITY WITH GUI SYSTEM Jinay S. Gadda1 , Rajaram D. Patil2 1, 2 M.E. Electronics, Electronics Department, P.V.P.I.T Budhgaon, Maharashtra, India jinay7@rediffmail.com, prajaram2@gmail.com Abstract The authors are designing the Quad-copter (UAVs) for Border Security with GUI System. Now-a-days the security issues of borders are daily increasing. Terrorist activities, firing, etc. at border are increasing day by day. Monitoring is becoming more difficult due to weather conditions, difficult areas which are out of reach etc and risk of losing life of soldier is also increasing. Designing an unmanned air vehicle which will monitor the border area, difficult location, movie shooting etc from long distance can be a good option. GPS is used to track the position of intruder or our troops or vehicles. This GPS data will be received by ARM9 processor and conveyed to observer or controller via zigbee. The Quad-copter is controlled by observer via the IR remote. Observer will fly the Quad-copter from a distance to area which has to be monitored. The Audio-Visual will be transmitted to PC via Wireless camera mounted on assembly. Also recording will be done. Keywords: Quadcopter, GPS, Zigbee, Wireless camera, IR remote, Battery, ARM9 processor, GUI -----------------------------------------------------------------------***----------------------------------------------------------------------- 1. INTRODUCTION The military use of unmanned aerial vehicles (UAVs) has grown because of their ability to operate in dangerous locations while keeping their human operators at a safe distance. The larger UAVs also provide a reliable long duration, cost effective, platform for reconnaissance as well as weapons. These UAVs are designed with different filters such as adaptive high-gain extended Kalman filter (AEKF) [1], cost reference particle filter (CRPF) approach in estimating 1-D “tilt” with “Accelerometer” and “gyroscope” sensors for large perturbations [2]. Some quad-copters were design with robust control law to make the elevation & pitch angles of the 3-DOF helicopter practically track the time-varying reference signals that belong to a fixed family of function of time [3]. Also new adaptive law for attitude tracking extended state observer (ESO) were developed for effective compensation for the external disturbances & uncertainty in inertial matrix [4]. Some quad-copters were designed with Unscented Kalman filter (UKF) and an IMU with three-axis accelerometers, gyro meters & magnetometers with GPS receiver for attitude angles estimation [5]. Some designs were with vision system using camera, tracking the object using image processing & also calculating distance between unmanned air vehicle & ground target to control the UAV using computer [6]. Also some quad-copters were designed to the map or monitoring the areas in danger zones, disaster areas, etc. These systems were designed with payload of GPS, CCD cameras, laser scanner mounted on it [7]. The design caught our interest is the smaller UAVs can serve more tactical operations such as searching a village, rivers, surveillance, tracking for enemy positions, movie shootings, etc. Smaller UAVs, on the order of a couple feet in size, should be able to handle military tactical operations as well as the emerging commercial and industrial applications. It was therefore a vehicle in the one foot in size with bearable payload of GPS, video camera, zigbee ARM processor mounted on it that caught our interest. Although most of the large military UAVs are fixed wing aircraft, we felt that a small UAV should have greater maneuverability and versatility since it was likely to be useful for a broader range of applications than the larger or smaller versions. The quad- copter will meet the goal of producing a small UAV that could perform useful missions in both military and commercial arenas, time and funding constraints, battery backup forced to design a UAV to meet the functional requirements but not to meet harsh environmental conditions such as those encountered during military missions. However, UAV design certainly could be re-implemented with newer and more robust technology which would allow it to be used for military functions, surveillance & target tracking. The Quad-copter configuration UAV will be capable of being remotely controlled to fly specific pre-determined missions with manual control. Quad-copter will be designed to select a few mission scenarios to show the range of control and monitoring capabilities of such a platform. Such missions might include inspection of a difficult to reach location, rapid deployment video from the location of a fictitious campus incident, or surveillance video from a pre-planned route around area. As a stretch goal for the project, the quad-copter will be of autonomous/remote controlled flight where the UAV must avoid objects or sustain a flight path in the face of side winds or to find intruders at border. A scenario requiring autonomous/remote controlled flight would be a search and border surveillance, rescue situation where a building has
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 621 collapsed and the search route is blocked by unknown objects that must be avoided during the search. 1.1 Applications Quad-copter can be useful for many applications such as industrial, commercial, military etc. It is mainly designed for surveillance. It can be also useful for disaster management, land slide, earthquakes, for finding the persons were people cannot reach. Quad-copter can also be used for video shooting of movies or collecting evidences for reporters keeping them at safe distance. At border it is used to detect intruders, land mines, enemy troops etc. keeping our soldier at safe distance. 2. QUADCOPTER (UAVS) FOR BORDER SECURITY WITH GUI SYSTEM DESIGN Fig-1 Quad-copter Assembly Fig-2 IR Remote Fig-3 Receiver with GUI System 2.1 MCU: (Microcontroller Unit) ARM9 It is the heart of system. All the controlling functions, data transmitting function are done by this unit. Following functions will be carried out by microcontroller unit. 1) Decode the signals from IR decoder & compare with stored value & make decision which function to be executed 2) Data from GPS will be received by MCU & send to server via zigbee. 3) To adjust the camera position. 4) To monitor battery voltage & check whether discharge or not & give information about battery status to server. 2.1.1 Features 1. 64MB SDRAM, 256MB Nand 2. 2MB Nor Flash, BIOS installed. 3. 4 wire resistive touch screen interface. 4. Audio / USB / SD / 3x Serial / I2C / Ethernet. 5. Pre-loaded with Linux QT (touch enabled). 6. Supports Android, Linux, Windows CE. 7. Manufactured by FriendlyARM. Fig-4 ARM9 KIT 2.2 CC2500 Zigbee Module:- Zigbee CC2500 is used as a media for communication between quad copter & pc. Zigbee uses RF link with carrier frequency 2.4 GHz. It is bidirectional with data anti collision protection. Observer or controller Remote with DC source
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 622 Fig-5 CC2500 Module 2.2.1 Features 1. Low current consumption. 2. Easy for application. 3. Efficient SPI interface 4. Operating temperature range: ﹣40degree - 85 degree. 5. Operating voltage: 1.8~ 3.6 Volts. 6. Available frequency at : 2.4-2.483GHz 7. Programmable output power and hi sensitivity. 2.3 Camera: It is used to take videos of the surrounding environment. 2.4. Copter Assembly It is used to fly the unit & take to position where we want. It consists of motors, base, fans. The payload of our copter assembly will contain ARM9 kit, GPS receiver, Video Camera, Power supply, etc. Fig-6 Copter Assembly 2.5 Power Supply Requirement: Power supply required is 5v dc/2A maximum for all system. 2.6 IR Receiver: It is used to receive the signals from transmitter remote. 2.7 IR Remote: It is used to send commands to fly the copter. 2.7.1 Specifications 1. 4CH infrared control 2. Remote distance: 100M 3. 2.4 GHZ frequency Fig-7 IR Remote 2.8 GPS Receiver MN5010HS GPS module is used. Data from GPS will be received by ARM9 & send to server via zigbee CC2500. Fig-8 GPS Module 2.9 Monitoring Side: 1) At this side we will receive the data of position in terms of latitude & longitude given by GPS via zigbee cc2500.
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 623 2) This data is given to PC via a max232 ic which is TTL-CMOS, CMOS-TTL converter to PC. 3) PC will contain GUI which will have map of area & through map we will plot position with the help of GPS data. 4) Through camera we are going to monitor the area also recording will be done. 2.10 Pc interface using MAX232 for Zigbee Max 232 ic is required to convert TTL-CMOS or CMOS to TTL voltage levels. Zigbee will be interfaced to PC via a max232 ic. Data of location from ARM9 will be received through zigbee CC2500 and given to PC via max 232 ic. Fig-9 max 232 pc interface circuit 2.11 Graphical User Interface GUI example shown below will contain location information, video recording, and video screen. This will guide the observer to take the decision where to move the copter & which area to be monitored. Fig-9 GUI contents CONCLUSIONS Through quad-copter we will be able to monitor the border with a distance & guide our soldier with safety & provide security to selected area. Quad-copter can also be used for disaster management at the time of floods, earthquakes, landslide, in laboratories where it is difficult for person to reach. This quad-copter will also be able to shoot the videos & record it for film industries. Quad-copter will also be useful for managing road traffics & accident recording. ACKNOWLEDGEMENTS The author would like to thanks Prof. R.D.Patil for providing valuable guidance for this thesis. REFERENCES [1]. Kenneth D. Sebesta and Nicolas Boizot. A Real-Time Adaptive High-Gain EKF, Applied to a Quadcopter Inertial Navigation System. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 61, NO. 1, JANUARY 2014. [2]. Jaechan Lim and Daehyoung Hong, Member, IEEE. Cost Reference Particle Filtering Approach to High-Bandwidth Tilt Estimation. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 57, NO. 11, NOVEMBER 2010. [3]. Bo Zheng and Yisheng Zhong, Member, IEEE Robust Attitude Regulation of a 3-DOF Helicopter Benchmark: Theory and Experiments IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 58, NO. 2, FEBRUARY 2011. [4]. Yuanqing Xia, Zheng Zhu, Mengyin Fu, and Shuo Wang, Attitude Tracking of Rigid Spacecraft with Bounded Disturbances. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 58, NO. 2, FEBRUARY 2011. [5]. Hector Garcia de Marina, Fernando J. Pereda, Jose M. Giron-Sierra, Member, IEEE, and Felipe Espinosa, Member, IEEE, UAV Attitude Estimation Using Unscented Kalman Filter and TRIAD. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 59, NO. 11, NOVEMBER 2012. [6]. A Robust Real-Time Embedded Vision System on an Unmanned Rotorcraft for Ground Target Following by Feng Lin, Student Member, IEEE, Xiangxu Dong, Ben M. Chen, Fellow, IEEE, Kai-Yew Lum, Member, IEEE, and Tong H. Lee, Member, IEEE IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, VOL. 59, NO. 2, FEBRUARY 2012. [7]. Masahiko Nagai, Tianen Chen, Ryosuke Shibasaki, Hideo Kumagai, and Afzal Ahmed, UAV-Borne 3-D Mapping System by Multisensor Integration. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 47, NO. 3, MARCH 2009.
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 624 BIOGRAPHIES Mr. Jinay S. Gadda has received his bachelor degree in Electronics and Tele- communications from Shivaji University, Kolhapur and currently Pursuing M.E in Electronics from Shivaji University, Kolhapur. Also having industrial experience of 8 years & 4 years of teaching. Mr. R.D.Patil (M.E. Electronics) working as an Associate Professor & PG Coordinator for PVPIT Budhgaon. Having teaching experience of 25 years. His area of specialization is Microprocessor, Microcontroller, VLSI Design, Embedded system.