Open A-acuto opened 6 months ago
In the comparison example I was not able to use the metric manager (in particular the SIAP metric) because the track associator was trying to iterate the GroundTruthState
(doing something like next(state)
from the GroundTruthPath
) and it was failing. Therefore I used a less elegant solution to show the positional accuracy.
Here is a gist that shows the problem: https://gist.github.com/A-acuto/3c182d049e4df181e35c2a82307544fc
@sdhiscocks thanks for the comments and suggestions, I'll apply them and double check the degree-radians transformations to keep the code uniform. As well, I'll check if PyMap3D does contain functions needed.
In the last commits I answered the comments provided, in details:
The only point I am not sure about, but as presented works fine, is the use of function Build_rotation_matrix which assumes angles being 1-dimensional, which should be fine when dealing with Kalman filter tracking but not for Particle filter. However allowing it to be multi-dimensional (arrays of (3, N) dimension) is messing up the tracking with the particle filter.
In this PR we present a set of measurement models regarding inertia navigation, in particular the measurement models from accelerometer and gyroscope on board of sensors. To use these measurement models a set of navigation functions have been added (including tests). Summarising this PR consists in: