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Core Algorithms and
Hardware Design for
Quadcopters
Shipeng Xu
30 Jan 2015
!
GitHub.com/BillHsu
MiniQ
Size: 9cm x 9cm
github.com/billhsu/MiniQ
~1 year to build it
MiniQ - Demo Video
• Hardware
• Components!
• Schematic
• Propeller Installation
• Algorithm
• Sensor Fusion
• PID Controller
STM32!
(32bit ARM CPU)
Bluetooth SPP!
(Serial Port Profile)
JTAG
Motor !
+ Propeller
Barometric Pressure!
sensor
Accelerometer!
+Gyroscope
Magnetometer
Transistors
• Hardware
• Components
• Schematic!
• Propeller Installation
• Algorithm
• Sensor Fusion
• PID Controller
Micro Controller
Motor Control
SI2302,
N-Channel MOSFET
Power
ME6206
large currents with a significantly small dropout voltage
ME6206
voltage regulator
Sensors
MPU6050,
MEMS Gyro-Accel
Bluetooth SPP
• Hardware
• Components
• Schematic
• Propeller Installation!
• Algorithm
• Sensor Fusion
• PID Controller
Propeller rotation
Rotate
Move forward
Propeller installations
• Hardware
• Components
• Schematic
• Propeller Installation
• Algorithm!
• Sensor Fusion
• PID Controller
Attitude estimation Demo
• Android Sensors
• Sensor.TYPE_ACCELEROMETER
• Sensor.TYPE_GYROSCOPE
• Sensor.TYPE_ROTATION_VECTOR(Base line)
• WebSocket Client on browser side
• Receiving sensor data
• Render altitude with WebGL
Accelerometer
Gx
Gz
G
Accelerometer data: acclX, acclY, acclZ
Demo - Accelerometer
Noise :(
Gyroscope
• measuring angular velocity
Gyroscope data: gyroDataX, gyroDataY, gyroDataZ
integration
Demo - Gyroscope
Drifting :(
Attitude estimation
• Accelerometer
• Noise
• Gyroscope
• Drifting
• Hardware
• Components
• Schematic
• Propeller Installation
• Algorithm
• Sensor Fusion!
• PID Controller
Sensor Fusion
Sensor Fusion
Demo - Fusion
Rotation Vector Sensor
in Android
• services/sensorservice/Fusion.cpp
• Hardware
• Components
• Schematic
• Propeller Installation
• Algorithm
• Sensor Fusion
• PID Controller
Control rotor speed
Demo
• Cannon.js
• A physics engine written in JavaScript.
• WebGL
PID Controller
PID Controller
• Proportional(the present error)
• Thrust = Error * alpha;
• Integral(accumulation of past errors)
• integral = integral + error * dt;
• Derivative(prediction of future errors)
• derivative = (error - lastError) / dt;
PID Demo
PID Controller
Sum up
MiniQ
Real-time attitude data 3D attitude visualisation
Serialportselection
Quadcopter control
MiniQ
github.com/billhsu/AndroidAHRSView
Thanks:)
• GitHub.com/BillHsu/MiniQ
• Android Sensor Server
• GitHub.com/BillHsu/SensorServer
• WebGL demos:
• GitHub.com/BillHsu/GeekCamp2014/
• BillHsu.x@gmail.com

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