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IOSR Journal of Electronics and Communication Engineering (IOSR-JECE)
e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 6, Issue 2 (May. - Jun. 2013), PP 01-10
www.iosrjournals.org
www.iosrjournals.org 1 | Page
Design and Structural Analysis for an Autonomous UAV System
Consisting of Slave MAVs with Obstacle Detection Capability
Guided by a Master UAV Using Swarm Control
Lakshmi Narashiman Aswin1
, Prasanth Rajasekaran2
,
Santhosh Kumar Radhakrishnan3
, K.Shivarama Krishnan4
1
(Department Of Mechanical Engineering, College Of Engineering Guindy, India)
2
(Department Of Mechanical Engineering, College Of Engineering Guindy, India)
3
(Department Of Mechanical Engineering, College Of Engineering Guindy, India)
4
(Department Of Biotechnology, Sathyabama University, India)
Abstract: An Unmanned Aerial Vehicle (UAV) is an aircraft without a human pilot. It can either be controlled
manually by a pilot on the ground using a trans-receiver or it can be programmed to operate autonomously. In
this proposed control system, multiple slave Micro Aerial Vehicles(MAV) are dispatched from a master UAV for
surveillance. All the MAVs are synchronized with each other through the master UAV which highlights their
purpose and position. The master UAV acts as a mobile base for the surveillance, it stores the data collected by
the MAVs and transmits them to a remote base. A design of the UAV-MAV system and its performance analysis
is presented.
Keywords- Autonomous control, Characteristics, Linux, Master / Slave Aerial Vehicles, NX 8.0 Nastran,
Surveillance.
I. INTRODUCTION
Unmanned Aerial Vehicles have become an integral part in various fields. They are used in situations
in which actual presence of pilots may be unsafe due to dangerous or biologically hazardous environments.
Unmanned Aerial Vehicles can be fit with a high resolution camera that can be used aerial photography or video
recording. The aerial photography applications range from documentary of wildlife to military stealth
surveillance applications. Image processing techniques can also be applied for the procured images as well as
for object identification during surveillance missions. The video captured during flight can be directly streamed
by the pilot, enabling him to remotely control the UAV thousands of meters away. UAVs can be completely
automated using various sensors such as ultrasonic sensors to achieve autonomous motion with obstacle
avoidance capabilities in very close spaces. Autonomous control can be applied in situations where there are
blind spots and accurate manual control cannot be achieved. Micro Aerial Vehicles are used in search and
rescue missions which are almost impossible to carry out manually with limited ground vision of the terrain and
inability to locate or approach hurt civilians trapped under large chunks of debris or inaccessible paths. UAVs
are utilized in 3-D image of environment and obtaining information such as temperature, pressure and moisture
content in hazardous environments for research applications.
II. MASTER / SLAVE CONTROL THEORY
This paper introduces a novel concept of Master and Slave control theory and an insight into the
involved intercommunication between several Unmanned Aerial Vehicles. This control theory is based on a
model of communication between several electronic devices in which one device holds complete domination
over the others. The latter device is known as the master while the other devices are known as slaves. In case of
several Unmanned Aerial Vehicles, one UAV acts as a master while the others act as slaves. The slaves acquire
information from the surrounding using sensors such as pressure, temperature and ultrasonic sensors and
transmit the data to the centralized master UAV which processes the acquired data. The master UAV, after
processing the data, sends the required instructions to individual slave UAVs to carry out their specific tasks.
The slave UAVs are also capable of communicating with each other through the centralized master UAV
enabling them to effectively split their actions to complete the required task in minimal time. The 'Master and
Slave' control theory is very effective in completing complex tasks where proper synchronization between
devices is required. The master UAV can also be linked with a ground station[1] ( e.g. laptop) through which all
the input transferred to the master UAV from the slave MAVs. The user at the ground station can stream videos
captured by video cameras attached to the slave MAVs by utilising the master UAV as a intermediate medium
for communication. Therefore surveillance over a wide range of area can be established.
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 2 | Page
III. HARDWARE
Components Specification Quantity
Raspberry pi Model B 2
Arduino Leonardo - 2
Arduino Nano - 4
Robotic OS Linux C -
Infrared sensor
Ultrasonic sensor
Gyroscopes
Accelerometer
Magnetometer
Micro camera
Battery
Brushless motors
Electronic speed
controller
-
HC SR04, max 6m
-
-
-
720p HD, 30 fps
6000 mAh,14.8V
810kv(UAV), 2100kv(MAV)
50A(UAV),
10A(MAV)
14
8
5
5
5
5
2
4
8
4
8
IV. HARDWARE CONNECTIONS AND CONTROL CIRCUIT
Linux C is used as the operating system for controlling the actions of the master and slave quad rotor
system. In the proposed system two Raspberry Pi (Model B) components, programmed and augmented with a
Linux operating system[2], are placed on the frame of the master quad rotor and in the Ground Control location
respectively. The Raspberry pi controllers in the master quad rotor and the Ground Control location are
wirelessly connected. Instructions from the Ground Control location are directly transmitted to the master quad
rotor using the Linux operating software and Raspberry pi controllers. The Raspberry pi microcontroller in the
master quad rotor is connected to an Arduino Leonardo microcontroller. The Leonardo microcontroller mainly
helps in stabilizing the quad rotor with the help of attached three axis Accelerometers, Gyroscopes and
Magnetometers. The master quad rotor is designed to carry a satisfactory amount of payload and has very high
processing power. The slave MAVs[3] are attached with Arduino Nano and connected wirelessly to the master
quad rotor using a GSM or wireless shield. The master quad rotor and the slave MAVs are provided with
obstacle avoidance capabilities by addition of ultrasonic sensors and infrared sensors[4][5].The data acquired by
the MAVs during surveillance, such as images, are not only processed by their individual microcontrollers but
also transmitted to the master UAV where secondary processing takes place. The acquired data are also
transmitted to the user at the ground control station. The master UAV sends the necessary instructions to the
slave MAVs based on the processed data
Fig. 1.Interaction between UAV-MAV system and surrounding.
As shown in the above Fig. 1, a longer distance and wider area can be covered by utilizing master and slave
control theory to UAV systems. The Ground Control Station might not be able to directly communicate with
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 3 | Page
slave MAVs with satellites at very long distances. However when master UAVs are used as a central medium
for communication with other UAVs, surveillance missions can be carried out at much longer distances in a
lesser time duration[6]. This system also offers another significant advantage. The MAVs do not have to process
all the collected information individually. The information obtained by the MAVs can be directly transferred to
the master UAV for processing owing to its high processing capability. The master UAV can also be augmented
with extra microcontrollers to further improve its processing capabilities.
Fig. 2. Flowchart expressing the link between components.
V. PERFORMANCE ANALYSIS OF MASTER /SLAVE SYSTEM
The analysis of the various factors influencing the performance of the UAV is presented. The source
battery (6000 mAh) provides a maximum voltage of 14.8V at ideal conditions (w/o losses).This analysis takes
into consideration the internal resistance (R1≈0.0322 Ω) and thus, the voltage drops accordingly.
1
I is the input current.
For various values of the input current and the given voltage, the Input power is given by:
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 4 | Page
Fig. 4. Graph of Efficiency(%) Vs. Current(Amperes)
By consideration of the losses imparted by the motor resistance (R2≈0.052Ω), we get the corresponding Output
power transmitted to the shaft of the motor as[7]:
Where, Io is the no-load current.
The efficiency is given by:
The RPM achieved is given by[8]:
Where, Kv is the motor velocity constant
The thrust achieved by a single rotor[9]:
Where, = propeller hover efficiency (= 0.75)
P = Output Power in Watts
R = propeller radius (metres)
Density of air (1.18 kg/m3)
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 5 | Page
Fig. 5. Graph of RPM Vs. Output Power(Watts)|
Thrust(Grams) Vs. Output Power(Watts)
VI. BALANCING SHIFT IN CENTER OF GRAVITY
When need arises for flight of particular pattern arrangement of MAV's such as flight of two adjacent
MAV's , any three MAV's or a single MAV's, the Master UAV faces a shift in center of gravity from its center.
This shift needs to be compensated for the UAV to sustain a stable flight (Fig. 6). The following formula[10]
provides the distribution of the total thrust(FTotal) so as to maintain a stable flight at hover conditions.
Where, F2 is Thrust value of the rotor close to the shift center of gravity while F1 is the thrust value of the of
rotor further away from the shifted center of gravity, X is the shift in center of gravity and L represents half the
distance between the motors.
Fig. 6. Shift in Center of gravity
VII. PROPOSED STRUCTURAL DESIGN (PRO/ENGINEER WILDFIRE 4.0)
7.1 UAV-MAV System
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 6 | Page
Fig. 7.Top view of UAV-MAV System
Fig. 8.Isometric view of UAV-MAV System
7.2 Slave MAV (Bi copter)
Fig. 9.The hemisphere at the bottom of the MAV frame is used for magnetic latching with the quad rotor frame.
VIII. EXPLODED VIEW
8.1 Slave MAV (Bi Copter)
Fig. 10.Exploded view of Slave MAV
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 7 | Page
8.2 Master UAV (Quad Rotor)
Fig. 11.Exploded view of Master UAV
8.3 Assembled Model
Fig. 12.Assembled view of UAV-MAV System
IX. Displacement, Stress And Reaction Force Analysis (During Take-Off)
The design of master and slave quad rotors are analyzed using NX 8.0 Nastran. Apart from the
proposed design, the analysis holds true for all general design of quad rotor frames used worldwide.
X. Master Quadrotor Frame Analysis
10.1 Displacement
Fig. 13. Displacement in master UAV, Units: mm , Max displacement: 0.0000296 mm
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 8 | Page
10.2 Stress
Fig. 14. Stress on UAV, Units : N/mm^2 , Max stress: 0.0163 N/mm^2
10.3 Reaction Forces
Fig. 15. Reaction Force in master UAV, Units: N Max reaction force: 0.409N
Fig. 16. Reaction at the frame locations at which the master quad-rotor is initially held before take-off.
From the above analysis of the master quad rotor design, it is evident that the design is feasible with negligible
deformation. It can be concluded that maximum deformation takes place at the end of the arms, where the
motors are located.
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 9 | Page
XI. SLAVE BI-ROTOR ANALYSIS
11.1 Displacement
Fig. 17. Displacement in slave MAV, Units: mm Max displacement: 0.00000215mm
11.2 Reaction Force (When Unlatching for take-off)
Fig. 18. Reaction Force in slave MAV, The maximum deformation takes place at the center portion of the frame
Units: N, Max reaction force: 0.0244N
11.3 Stress (At the Latching locations during take-off)
Fig. 19. Stress on MAV
Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with
www.iosrjournals.org 10 | Page
11.4 Stress(Complete Frame)
Fig. 20. Stress on MAV, Units: N/mm^2 Max stress: 0.00039 N/mm^2
From the above analysis using NX 8.0 Nastran, we can conclude that the design of the slave bi-copter has
negligible deformation. However the system can be augmented by increasing the material thickness at the
center.
XII. CONCLUSION
The modelled design of the frames of the master and slave vehicles are analysed for deformation, stress
and reaction forces using Nastran and are found to be feasible for utilisation in fabricating the swarm controlled
UAV system. The components for utilization and hardware connections of the complete system are provided.
Moreover, the efficiency of the system based on the selected components is theoretically calculated and results
are graphically plotted.
REFERENCES
[1] Ye Hong, Jiancheng fang, Ye Tao, Ground Control Station Development for Autonomous UAV, ICIRA '08 Proceedings of the First
International Conference on Intelligent Robotics and Applications: Part II Pages 36 - 44
[2] Peter Membrey, David Hows, Learn Raspberry Pi with Linux(Apress, 2012)
[3] Carlos Francisco Escusa Palazon, Eric Arnal Fort, Oscar Casas Piedrafita, Study, Design and Construction of a Bi-Rotor And Tri-
Rotor MAV Platforms (2009)
[4] Mark A. C. Gill, Albert Y. Zomaya, Obstacle Avoidance in Multi-Robot Systems: Experiments in Parallel Genetic Algorithms
(World Scientific, 1998)
[5] Panos J. Antsaklis, An Introduction to Intelligent and Autonomous Control (Boston Kluwer Academic Publishers, 1993).
[6] Petros A. Ioannou, Andreas Pitsillides, Modeling and Control of Complex Systems (CRC Press,2010)
[7] Roland Büchi , Brushless Motors and Controllers (Books on Demand, 2012)
[8] J. David Irwin, R. Mark Nelms, Basic engineering circuit analysis, 8th ed (John Wiley & Sons, 2007)
[9] J. Gordon Leishman, Principles of Helicopter Aerodynamics (Cambridge University Press, 2006)
[10] Federal Aviation Administration(FAA), Aircraft Weight and Balance Handbook (Indomitable Publications, 2011)

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Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with Obstacle Detection Capability Guided by a Master UAV Using Swarm Control

  • 1. IOSR Journal of Electronics and Communication Engineering (IOSR-JECE) e-ISSN: 2278-2834,p- ISSN: 2278-8735.Volume 6, Issue 2 (May. - Jun. 2013), PP 01-10 www.iosrjournals.org www.iosrjournals.org 1 | Page Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with Obstacle Detection Capability Guided by a Master UAV Using Swarm Control Lakshmi Narashiman Aswin1 , Prasanth Rajasekaran2 , Santhosh Kumar Radhakrishnan3 , K.Shivarama Krishnan4 1 (Department Of Mechanical Engineering, College Of Engineering Guindy, India) 2 (Department Of Mechanical Engineering, College Of Engineering Guindy, India) 3 (Department Of Mechanical Engineering, College Of Engineering Guindy, India) 4 (Department Of Biotechnology, Sathyabama University, India) Abstract: An Unmanned Aerial Vehicle (UAV) is an aircraft without a human pilot. It can either be controlled manually by a pilot on the ground using a trans-receiver or it can be programmed to operate autonomously. In this proposed control system, multiple slave Micro Aerial Vehicles(MAV) are dispatched from a master UAV for surveillance. All the MAVs are synchronized with each other through the master UAV which highlights their purpose and position. The master UAV acts as a mobile base for the surveillance, it stores the data collected by the MAVs and transmits them to a remote base. A design of the UAV-MAV system and its performance analysis is presented. Keywords- Autonomous control, Characteristics, Linux, Master / Slave Aerial Vehicles, NX 8.0 Nastran, Surveillance. I. INTRODUCTION Unmanned Aerial Vehicles have become an integral part in various fields. They are used in situations in which actual presence of pilots may be unsafe due to dangerous or biologically hazardous environments. Unmanned Aerial Vehicles can be fit with a high resolution camera that can be used aerial photography or video recording. The aerial photography applications range from documentary of wildlife to military stealth surveillance applications. Image processing techniques can also be applied for the procured images as well as for object identification during surveillance missions. The video captured during flight can be directly streamed by the pilot, enabling him to remotely control the UAV thousands of meters away. UAVs can be completely automated using various sensors such as ultrasonic sensors to achieve autonomous motion with obstacle avoidance capabilities in very close spaces. Autonomous control can be applied in situations where there are blind spots and accurate manual control cannot be achieved. Micro Aerial Vehicles are used in search and rescue missions which are almost impossible to carry out manually with limited ground vision of the terrain and inability to locate or approach hurt civilians trapped under large chunks of debris or inaccessible paths. UAVs are utilized in 3-D image of environment and obtaining information such as temperature, pressure and moisture content in hazardous environments for research applications. II. MASTER / SLAVE CONTROL THEORY This paper introduces a novel concept of Master and Slave control theory and an insight into the involved intercommunication between several Unmanned Aerial Vehicles. This control theory is based on a model of communication between several electronic devices in which one device holds complete domination over the others. The latter device is known as the master while the other devices are known as slaves. In case of several Unmanned Aerial Vehicles, one UAV acts as a master while the others act as slaves. The slaves acquire information from the surrounding using sensors such as pressure, temperature and ultrasonic sensors and transmit the data to the centralized master UAV which processes the acquired data. The master UAV, after processing the data, sends the required instructions to individual slave UAVs to carry out their specific tasks. The slave UAVs are also capable of communicating with each other through the centralized master UAV enabling them to effectively split their actions to complete the required task in minimal time. The 'Master and Slave' control theory is very effective in completing complex tasks where proper synchronization between devices is required. The master UAV can also be linked with a ground station[1] ( e.g. laptop) through which all the input transferred to the master UAV from the slave MAVs. The user at the ground station can stream videos captured by video cameras attached to the slave MAVs by utilising the master UAV as a intermediate medium for communication. Therefore surveillance over a wide range of area can be established.
  • 2. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 2 | Page III. HARDWARE Components Specification Quantity Raspberry pi Model B 2 Arduino Leonardo - 2 Arduino Nano - 4 Robotic OS Linux C - Infrared sensor Ultrasonic sensor Gyroscopes Accelerometer Magnetometer Micro camera Battery Brushless motors Electronic speed controller - HC SR04, max 6m - - - 720p HD, 30 fps 6000 mAh,14.8V 810kv(UAV), 2100kv(MAV) 50A(UAV), 10A(MAV) 14 8 5 5 5 5 2 4 8 4 8 IV. HARDWARE CONNECTIONS AND CONTROL CIRCUIT Linux C is used as the operating system for controlling the actions of the master and slave quad rotor system. In the proposed system two Raspberry Pi (Model B) components, programmed and augmented with a Linux operating system[2], are placed on the frame of the master quad rotor and in the Ground Control location respectively. The Raspberry pi controllers in the master quad rotor and the Ground Control location are wirelessly connected. Instructions from the Ground Control location are directly transmitted to the master quad rotor using the Linux operating software and Raspberry pi controllers. The Raspberry pi microcontroller in the master quad rotor is connected to an Arduino Leonardo microcontroller. The Leonardo microcontroller mainly helps in stabilizing the quad rotor with the help of attached three axis Accelerometers, Gyroscopes and Magnetometers. The master quad rotor is designed to carry a satisfactory amount of payload and has very high processing power. The slave MAVs[3] are attached with Arduino Nano and connected wirelessly to the master quad rotor using a GSM or wireless shield. The master quad rotor and the slave MAVs are provided with obstacle avoidance capabilities by addition of ultrasonic sensors and infrared sensors[4][5].The data acquired by the MAVs during surveillance, such as images, are not only processed by their individual microcontrollers but also transmitted to the master UAV where secondary processing takes place. The acquired data are also transmitted to the user at the ground control station. The master UAV sends the necessary instructions to the slave MAVs based on the processed data Fig. 1.Interaction between UAV-MAV system and surrounding. As shown in the above Fig. 1, a longer distance and wider area can be covered by utilizing master and slave control theory to UAV systems. The Ground Control Station might not be able to directly communicate with
  • 3. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 3 | Page slave MAVs with satellites at very long distances. However when master UAVs are used as a central medium for communication with other UAVs, surveillance missions can be carried out at much longer distances in a lesser time duration[6]. This system also offers another significant advantage. The MAVs do not have to process all the collected information individually. The information obtained by the MAVs can be directly transferred to the master UAV for processing owing to its high processing capability. The master UAV can also be augmented with extra microcontrollers to further improve its processing capabilities. Fig. 2. Flowchart expressing the link between components. V. PERFORMANCE ANALYSIS OF MASTER /SLAVE SYSTEM The analysis of the various factors influencing the performance of the UAV is presented. The source battery (6000 mAh) provides a maximum voltage of 14.8V at ideal conditions (w/o losses).This analysis takes into consideration the internal resistance (R1≈0.0322 Ω) and thus, the voltage drops accordingly. 1 I is the input current. For various values of the input current and the given voltage, the Input power is given by:
  • 4. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 4 | Page Fig. 4. Graph of Efficiency(%) Vs. Current(Amperes) By consideration of the losses imparted by the motor resistance (R2≈0.052Ω), we get the corresponding Output power transmitted to the shaft of the motor as[7]: Where, Io is the no-load current. The efficiency is given by: The RPM achieved is given by[8]: Where, Kv is the motor velocity constant The thrust achieved by a single rotor[9]: Where, = propeller hover efficiency (= 0.75) P = Output Power in Watts R = propeller radius (metres) Density of air (1.18 kg/m3)
  • 5. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 5 | Page Fig. 5. Graph of RPM Vs. Output Power(Watts)| Thrust(Grams) Vs. Output Power(Watts) VI. BALANCING SHIFT IN CENTER OF GRAVITY When need arises for flight of particular pattern arrangement of MAV's such as flight of two adjacent MAV's , any three MAV's or a single MAV's, the Master UAV faces a shift in center of gravity from its center. This shift needs to be compensated for the UAV to sustain a stable flight (Fig. 6). The following formula[10] provides the distribution of the total thrust(FTotal) so as to maintain a stable flight at hover conditions. Where, F2 is Thrust value of the rotor close to the shift center of gravity while F1 is the thrust value of the of rotor further away from the shifted center of gravity, X is the shift in center of gravity and L represents half the distance between the motors. Fig. 6. Shift in Center of gravity VII. PROPOSED STRUCTURAL DESIGN (PRO/ENGINEER WILDFIRE 4.0) 7.1 UAV-MAV System
  • 6. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 6 | Page Fig. 7.Top view of UAV-MAV System Fig. 8.Isometric view of UAV-MAV System 7.2 Slave MAV (Bi copter) Fig. 9.The hemisphere at the bottom of the MAV frame is used for magnetic latching with the quad rotor frame. VIII. EXPLODED VIEW 8.1 Slave MAV (Bi Copter) Fig. 10.Exploded view of Slave MAV
  • 7. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 7 | Page 8.2 Master UAV (Quad Rotor) Fig. 11.Exploded view of Master UAV 8.3 Assembled Model Fig. 12.Assembled view of UAV-MAV System IX. Displacement, Stress And Reaction Force Analysis (During Take-Off) The design of master and slave quad rotors are analyzed using NX 8.0 Nastran. Apart from the proposed design, the analysis holds true for all general design of quad rotor frames used worldwide. X. Master Quadrotor Frame Analysis 10.1 Displacement Fig. 13. Displacement in master UAV, Units: mm , Max displacement: 0.0000296 mm
  • 8. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 8 | Page 10.2 Stress Fig. 14. Stress on UAV, Units : N/mm^2 , Max stress: 0.0163 N/mm^2 10.3 Reaction Forces Fig. 15. Reaction Force in master UAV, Units: N Max reaction force: 0.409N Fig. 16. Reaction at the frame locations at which the master quad-rotor is initially held before take-off. From the above analysis of the master quad rotor design, it is evident that the design is feasible with negligible deformation. It can be concluded that maximum deformation takes place at the end of the arms, where the motors are located.
  • 9. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 9 | Page XI. SLAVE BI-ROTOR ANALYSIS 11.1 Displacement Fig. 17. Displacement in slave MAV, Units: mm Max displacement: 0.00000215mm 11.2 Reaction Force (When Unlatching for take-off) Fig. 18. Reaction Force in slave MAV, The maximum deformation takes place at the center portion of the frame Units: N, Max reaction force: 0.0244N 11.3 Stress (At the Latching locations during take-off) Fig. 19. Stress on MAV
  • 10. Design and Structural Analysis for an Autonomous UAV System Consisting of Slave MAVs with www.iosrjournals.org 10 | Page 11.4 Stress(Complete Frame) Fig. 20. Stress on MAV, Units: N/mm^2 Max stress: 0.00039 N/mm^2 From the above analysis using NX 8.0 Nastran, we can conclude that the design of the slave bi-copter has negligible deformation. However the system can be augmented by increasing the material thickness at the center. XII. CONCLUSION The modelled design of the frames of the master and slave vehicles are analysed for deformation, stress and reaction forces using Nastran and are found to be feasible for utilisation in fabricating the swarm controlled UAV system. The components for utilization and hardware connections of the complete system are provided. Moreover, the efficiency of the system based on the selected components is theoretically calculated and results are graphically plotted. REFERENCES [1] Ye Hong, Jiancheng fang, Ye Tao, Ground Control Station Development for Autonomous UAV, ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part II Pages 36 - 44 [2] Peter Membrey, David Hows, Learn Raspberry Pi with Linux(Apress, 2012) [3] Carlos Francisco Escusa Palazon, Eric Arnal Fort, Oscar Casas Piedrafita, Study, Design and Construction of a Bi-Rotor And Tri- Rotor MAV Platforms (2009) [4] Mark A. C. Gill, Albert Y. Zomaya, Obstacle Avoidance in Multi-Robot Systems: Experiments in Parallel Genetic Algorithms (World Scientific, 1998) [5] Panos J. Antsaklis, An Introduction to Intelligent and Autonomous Control (Boston Kluwer Academic Publishers, 1993). [6] Petros A. Ioannou, Andreas Pitsillides, Modeling and Control of Complex Systems (CRC Press,2010) [7] Roland Büchi , Brushless Motors and Controllers (Books on Demand, 2012) [8] J. David Irwin, R. Mark Nelms, Basic engineering circuit analysis, 8th ed (John Wiley & Sons, 2007) [9] J. Gordon Leishman, Principles of Helicopter Aerodynamics (Cambridge University Press, 2006) [10] Federal Aviation Administration(FAA), Aircraft Weight and Balance Handbook (Indomitable Publications, 2011)