<aside> ⏩ ChatGPT wrote all of this! Most information was from the source mentioned below, however more information was added on by ChatGPT.
</aside>
<aside> 🌐 Much of the modelling was taken from the link below. In the link scroll down to the algorithm section to see original source of most information.
https://www.mathworks.com/help/nav/ref/imusensor-system-object.html
</aside>
graph TD
subgraph RandomStream
RandomStreamSeed[Seed]
RandomNumberGenerator[Random Number Generator]
RandomNumberGenerator --> w
end
subgraph BiasInstabilityDrift
BiasInstability
BiasInstabilityCoefficients
SampleRate1[SampleRate]
BiasInstability --> BiasInstabilityDriftCalc[Bias Instability Drift]
BiasInstabilityCoefficients --> BiasInstabilityDriftCalc
SampleRate1 --> BiasInstabilityDriftCalc
BiasInstabilityDriftCalc --> b1[β1]
end
subgraph WhiteNoiseDrift
NoiseDensity
NoiseType1[NoiseType]
SampleRate2[SampleRate]
NoiseDensity --> WhiteNoiseDriftCalc[White Noise Drift]
NoiseType1 --> WhiteNoiseDriftCalc
SampleRate2 --> WhiteNoiseDriftCalc
WhiteNoiseDriftCalc --> b2[β2]
end
subgraph RandomWalkDrift
RandomWalk
NoiseType2[NoiseType]
SampleRate3[SampleRate]
RandomWalk --> RandomWalkDriftCalc[Random Walk Drift]
NoiseType2 --> RandomWalkDriftCalc
SampleRate3 --> RandomWalkDriftCalc
RandomWalkDriftCalc --> b3[β3]
end
subgraph EnvironmentalDrift
Temperature
TemperatureBias
Temperature --> EnvironmentalDriftCalc[Environmental Drift]
TemperatureBias --> EnvironmentalDriftCalc
EnvironmentalDriftCalc --> De[Δe]
end
subgraph AccelerationBiasDrift
acceleration[Acceleration]
AccelerationBias
acceleration --> AccelerationBiasDriftCalc[Acceleration Bias Drift]
AccelerationBias --> AccelerationBiasDriftCalc
AccelerationBiasDriftCalc --> Da[Δa]
end
subgraph ScaleFactorErrorModel
Temperature
TemperatureScaleFactor
Temperature --> ScaleFactorErrorModelCalc[Scale Factor Error Model]
TemperatureScaleFactor --> ScaleFactorErrorModelCalc
ScaleFactorErrorModelCalc --> scaleFactorError
end
subgraph QuantizationModel
MeasurementRange
Resolution
MeasurementRange --> QuantizationModelCalc[Quantization Model]
Resolution --> QuantizationModelCalc
QuantizationModelCalc --> gyroReadings
end
ConvertToSensorFrame[Convert to Sensor Frame] --> a
BulkModel[Bulk Model] --> b
DriftCombination[Drift] --> c
ScaleFactorErrorModelCalc --> scaleFactor
acceleration --> AccelerationBiasDriftCalc
acceleration --> DriftCombination
De --> DriftCombination
Da --> DriftCombination
DriftCombination --> d
b --> d
d --> QuantizationModelCalc
angularVelocity[Angular Velocity] --> ConvertToSensorFrame
orientation[Orientation] --> ConvertToSensorFrame
a --> BulkModel
b1 --> DriftCombination
b2 --> DriftCombination
b3 --> DriftCombination
Below stuff not checked yet