Skip to content

[Feature Request] Mahalanobis distance #16

Description

@Chris7462

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
}

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions