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Decapricated!!!

It provides support for both the mpu9250 and the mpu 9150

Module mpu9150

Note to existing users: as of 16th June 2015 the interface to this driver has changed.

mpu9150 is a micropython module for the InvenSense MPU9150 sensor. It measures acceleration, turn rate and the magnetic field in three axes. Breakout board: https://www.sparkfun.com/products/11486

If you have any questions, open an issue.

Introduction

The MPU9150 is a dual chip module, with the magnetometer provided by an AsahaiKASEI AK8975 chip. In consequence the coordinate system of the magnetometer is not aligned with that of the other components. This driver corrects this so that the axes of each instrument correspond with those of the accelerometer.

If the driver is used with sensor fusion e.g. sensor fusion module the orientation of the sensor relative to the vehicle is significant. The Madgwick algorithm assumes x is orientated towards the front of the vehicle, y is left-right, and z is down. To accommodate cases where the sensor is mounted orthogonally to this orientation, support is provided for inverting and transposing axes. The driver returns vehicle-relative coordinates.

Wiring the sensor to the pyboard

pyboard mpu9250
VIN 3V3
GND GND
SCL SCL
SDA SDA

Quickstart

Example: Example assuming an MPU9150 connected to 'X' I2C interface on the Pyboard:

from mpu1250 import MPU9150
imu = MPU9250('X')
print(imu.accel.xyz)
print(imu.gyro.xyz)
print(imu.mag.xyz)
print(imu.temperature)
print(imu.accel.z)

Modules

To employ the driver it is only necessary to import the mpu9150 module and to use the MPU9150 class.

mpu9150

MPU9150
Class for the MPU9150 sensor.

imu

InvenSenseMPU
Base class for InvenSense inertial measurement units.
MPUException
This will be raised in the event of an I2C error. It is derived from the Python OSError.

vector3d

Vector3d
Class for a 3D vector. This is documented in vector3d.md

MPU9150 Class

The class has various properties returning Vector3d instances. The principal properties of the Vector3d are x, y and z returning the vector's components and xyz which returns a 3-tuple of the components (x, y, z). It also supports calibration and conversion to vehicle relative coordinates.

Methods

MPU9150() The constructor supports the following arguments

  1. side_str 'X' or 'Y' (mandatory) defines the I2C interface in use.
  2. device_addr 0 or 1 (optional) Two devices may be used with addresses determined by the voltage on the AD0 pin. If only one device is used, this argument may be None when the device will be automatically detected.
  3. transposition (optional) Enables axes to be transposed (see below).
  4. scaling (optional) Enables axes to be inverted (see below).

The defaults for transposition and scaling will cause the driver to return sensor-relative results.

wake()
wakes the device

sleep()
sets the device to sleep mode

get_accel_irq()
get_gyro_irq()
get_mag_irq()
These methods are somewhat experimental. They are capable of being called from within an interrupt callback and update the integer properties only of the relevant Vector3D object. Currently writing nontrivial MicroPython interrupt callbacks is something of a black art as it can be unclear when the heap is likely to be invoked causing an exception.

Principal Properties

sensors
Returns three Vector3d objects, accelerometer, gyro and magnetometer.

accel_range integer 0 to 3 read/write
Returns or sets the current accelerometer range: this determines the accelerometer full scale range as per the table below. Note that the x, y, z values from the driver are scaled to units of g regardless of the range selected. Range affects only the full scale capability and resolution.

Range Value (+-g)
0 2
1 4
2 8
3 16

gyro_range integer 0 to 3 read/write
Determines the gyro full scale range as per the table below. Note that the x, y, z values from the driver are scaled to units of degs/s regardless of the range selected. Range affects only the full scale capability and resolution.

Range Value +- degs/sec
0 250
1 500
2 1000
3 2000

temperature float read only
Returns the chip temperature in degrees celcius

accel Vector3d instance read only
Returns the Vector3d holding the current accelerometer data. Units are g.

gyro Vector3d instance read only
Returns the Vector3d holding the current gyro data. Units degrees/s.

mag Vector3d instance read only
This property supports blocking reads and returns the Vector3d holding the current magnetometer data. Units are uT (microtesla).
Access to this property will result in an immediate return if data is ready. Otherwise it will initiate a read and only return when the reading is complete: this takes up to 10mS. Consequently you can be sure that the data returned from the Vector3d instance was correct at the time it was returned. The first access of the instance x, y, z or xyz properties will immediately return that data. Subsequent accesses may return more recent data since any access initiates another read. Hence if the application requires that all the vector components relate to the same instant in time the xyz property should be employed.

To illustrate this the following code sequence takes 27mS to execute since each access to the mag property triggers, and waits for, a read (assuming a is an MPU9150 instance)

p, q, r = a.mag.x, a.mag.y, a.mag.z

If timing is critical, the following prompts a single read and takes 9mS

p, q, r = a.mag.xyz

In the event that the most recent data read by the magnetometer is in error the Vector3d instance will return the most recent valid data and increment mag_stale_count. When using blocking reads a nonzero value of mag_stale_count suggests an error condition.

For greater control over timing use the mag_nonblocking property below.

mag_nonblocking Vector3d instance read only
This supports nonblocking reads and returns instantly. Returns the Vector3d holding the current magnetometer data. Units are uT (microtesla).
Any read of the Vector3d x, y, z, or xyz properties will trigger a read, but if data is not ready it will return the most recent good data and increment mag_stale_count described below. In practice the nonblocking read should be performed by polling the mag_ready property and only reading the mag_nonblocking Vector3D when it is ready (see code sample below). If used in this way any nonzero value of mag_stale_count indicates an error has occurred.

mag_ready read only
This facilitates nonblocking reads. Reading this will trigger a magnetometer read if one is not in progress. It will return True if ready, False if not ready. A nonblocking read at its simplest could be coded as follows

while not imu.mag_ready:
    pass # do something useful
x, y, z = imu.mag.xyz # will return immediately

mag_stale_count integer read only
As described above: a count of the number of consecutive times in the curent sequence of reads that the driver has returned out-of-date values.

filter_range integer read/write.
Sets or returns the current accel and gyro low pass filter range. Values can range from 0-6 with values out of that range printing a message and being ignore.

The digital low pass filter enables the effect of vibration to be reduced in the accelerometer and gyro readings. The following table gives the approximate bandwidth and delay for the filter. Precise values differ slightly between the accelerometer and the gyro and can be obtained from the device datasheet.

value bw(Hz) Delay(mS)
0 260 0.0
1 184 2.0
2 94 3.0
3 44 4.9
4 21 8.5
5 10 13.8
6 5 19.0

mag_wait_func
When doing a blocking read the driver repeatedly calls this function. The default function provides a 1mS delay but the user can override this, typically to provide a thread-aware delay in cooperative multitasking environments. Longer delays will have no effect other than increasing the latency of the read.

See "Other MPU9150 properties" below.

Use in interrupt callbacks

MicroPython interrupt callbacks prohibit the use of the heap, which rules out a number of standard Python techniques including exception handling and the use of floating point. Currently it is not always evident whether code will use the heap, so any use of these techniques should be considered experimental. The following MPU9150 methods provide access to the device where this must be performed in a callback.

get_accel_irq()
get_gyro_irq()
get_mag_irq()
These methods read the device and update the integer values of the Vector3D objects only. These values hold unscaled values direct from the device so coordinates are device relative and no calibration, correction or scaling is applied.

Note that the scaling factors of the accelerometer and gyro depend only on the range selected, hence these can be hard coded in the callback. To get the most accurate readings from the magnetometer the factory-set corrections should be applied. These are in the property mag_correction but being floating point values cannot be used in a callback. Options (depending on application) are to apply them outside the callback, or convert them to scaled integers in initialisation code.

See tests/irqtest.py for example code.

Other MPU9150 properties

passthrough Boolean read/write
sets passthrough mode. It is activated (True) by default. This needs to be activated to enable the magnetometer interface to be linked to the SDA, SCL pads.

sample_rate 8 bit integer read/write
Determines the update rate of the sensor registers. Values should be in range 0 to 255. The update rate is given by rate = Internal_Sample_Rate / (1 + sample_rate). It is not clear, given the subset of functionality supported by this driver, why you might want to change this from the zero default.

mag_correction float 3-tuple
Holds factory-set magnetometer correction values.

chip_id
The ID of chip (104) is hardcoded on the sensor. Reading this property will test the communications with the IMU by reading this value which is returned to the user. A ValueError will be raised if the value is incorrect.

_mpu_addr
I2C adress of the accelerometer and the gyroscope.

_mag_addr
I2C adress of the magnetometer.

timeout
Timeout for I2C operations. Default is 10mS.

Exception handling

Incorrect values such as

imu = MPU9250('Z')

will raise a ValueError with a meaningful error message.
When any communication with the IMU takes place it is possible for the I2C bus to lock up. This is normally a consequence of hardware failure such as the device being connected incorrectly or leads being too long. In this instance a custom MPUException will be raised with a dscriptive message. This is derived from Python's OSError: the user may trap either in the hope of continuing operation. In my experience this seldom works: if the I2C bus locks up a power cycle is required to clear it.

Transposition and Scaling

These cater for the case where the sensor is mounted orthogonally to the vehicle coordinates, and where the user wishes to return vehicle coordinates (usually for sensor fusion). Vehicle coordinates are conventionally:
X forward direction of motion (positive forwards)
Y Left-right
Z Vertical (positive towards ground)

Both parameters are passed to the IMU constructor as 3-tuples of integers. The transposition tuple should contain the numbers 0, 1 and 2. The first number indicates the IMU coordinate which should be regarded as X, the second Y and the final Z. Hence (1, 0, 2) indicates a sensor mounted in the horizontal plane but rotated through 90 degrees so that X and Y are interchanged. The default (0, 1, 2) is a conventionally mounted IMU.

The scaling tuple normally contains the numbers 1 and -1 only. Each value returned by the driver is multiplied by the corresponding scaling value. Hence (1, 1, -1) corresponds to a sensor mounted upside down. The default (1, 1, 1) is a conventionally mounted IMU. Scaling is applied after transposition. In other words it is applied to vehicle coordinates rather than sensor coordinates.

Demo of calibration

>>> from  mpu9250 import MPU9250
>>> a = MPU9250('x')
>>> a.mag.cal
(0, 0, 0)
>>> import pyb
>>> sw = pyb.Switch()
>>> a.mag.calibrate(sw) # User rotates unit about each axis then presses the Pyboard switch
>>> a.mag.cal
(35.30567, 18.92022, -9.428905)
>>>

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micropython-mpu9150 Obsolete: replaced by micropython-mpu9x50

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