IMU

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One of the most recent innovations necessary to the success of stabilized multirotors and autopilots is the tiny, inexpensive microelectromechanical system (MEMS) Inertial Measurement Unit. IMUs are derived from Inertial Navigation Units consisting of very large mechanical components, which guide ships, aircraft and missiles. MEMS IMUs consist of encapsulated accelerometers, gyroscopes, and magnetometers arranged at 90 degrees from each other to measure different axes. Usually, the sensors are sold in that order - a 3 degree of freedom (DoF) IMU has 3 accelerometers, a 6 DoF IMU adds 3 gyros, and a 9 DoF IMU adds 3 magnetometers. Accelerometers measure acceleration (including a gravity vector), Gyros measure change in direction, and magnetometers measure direction relative to magnetic fields (notably, the Earth's). Drift is a significant factor for accelerometers and gyros, and since they measure changes instead of absolutes they accumulate progressively more drift rapidly. For more than a few seconds of use, accelerometers and gyros need to be integrated into a suite of sensors, including those that don't suffer from accumulated drift like magnetometers, thermopiles, altimeters, and GPS. The best approach to 'sensor fusion' is an active academic subject, and the most prominent method is a probability model called a Kalman Filter which averages recent measurements over time based on error characteristics and magnitude.

The level of complexity of the sensors varies. In some situations, one digital chip handles all the on-board noise filtering and cross-checking required to fuse 6DoF or 9DoF of sensors; In other circumstances, 'dumb' analog sensors are used, and the ADC sampling and filtering must occur on the control board rather than inside the chip. The smart one-chip integrated 9DoF IMU is a relatively recent innovation that emerged with the dominance of smartphones.

[edit] Sensors

  • Invensense's MPU line
  • Honeywell HMC5883L magnetometer

[edit] Comparison of IMU Boards

Note: This is a preliminary chart, if other data is needed, change the headers in the Rich Editor.

Price

DOF
Board Name
Chips
Weight
(g)
Form Factor
Output Interface
CPU
Update Rate
Accel Max Rate
(±G)
Accel Res
(bits)

Accel Drift


Gyro Max Rate
(deg/s)

Gyro Res

(bits)

Gyro Drift (deg RMS)
Mag Max Rate
Mag Res
Mag Drift
$79

ArduIMU v3
MPU-6000
HMC-5883L



Atmega328










$160

Ardupilot Mega Oilpan rev-H















$200

Ardupilot Mega 2.0
MPU-6000
?HMC5883L mag?



USB
MPU-6000
ATMega 2560











$100
9
Sparkfun Sensor Stick
ADXL345 accel
ITG-3200 gyro
HMC5883L mag
 ?

11mm
35mm

3mm

board

I2C
none










$125
9
Sparkfun Razor
ADXL345 accel
ITG-3200 gyro
HMC5883L mag
 ?

28mm

41mm

_mm

board

FTDI
ATMega328










$118
9
CK Mongoose
ADXL345 accel
ITG-3200 gyro
HMC5883L mag
6

28mm

41mm


Board

I2C
ATMega328pP










$200
9
Pololu CHR-UM6
integrated unit
7

27.8 mm
35.6 mm
11.5 mm

enclosure

TTL UART / SPI bus
ARM Cortex
20-300hz









Todo: Add http://www.robotshop.com/sensors-imu.html

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