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Russell Buchanan edited this page Nov 29, 2021
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Welcome to the allan_variance_ros wiki!
There are many sources of noise which affects IMUs. The Allan Variance plot is designed to help engineers estimate 5 different noise parameters for each axis of both the gyroscope and accelerometer. We primarily focus on only two: White Noise and Random Walk but
IMU noise parameter | Variable | Note |
---|---|---|
Quantization noise | Q | |
White Noise | N | Often referred to as Angle Random Walk (For Gyros) and sometimes Velocity Random Walk (For accelerometers.) This is because when white noise is integrated it results in a random walk. |
Bias Instability | B | This is often incorrectly used as the sigma for changing bias. The reason is either because of a mistake (the name is misleading) or because it is in fact a good approximation of the correct parameter and is easier to calculate. |
Random Walk | K | This is the correct variable for the sigma of the randomly changing bias |
Ramp error | R |
See also: