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[Feature Request] Mahalanobis distance #16

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Chris7462 opened this issue Aug 27, 2024 · 0 comments
Open

[Feature Request] Mahalanobis distance #16

Chris7462 opened this issue Aug 27, 2024 · 0 comments

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@Chris7462
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Thank you for providing this excellent library and easy-to-use API for IEKF.

I am currently exploring the invariant_extended_kalman_filter.h and was wondering if it's possible to implement a Mahalanobis distance gating for the IEKF update. This would allow us to perform the following check:

if (iekf.mahalanobis_dist(measurement_model, y) < ThresholdValue) {
  iekf.update(measurement_model, y);
} else {
  // Output a warning that y could be an outlier and isn't fused in the IEKF
}
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