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Fix MEM-EKF pseudo-measurement covariance#2718

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FlorianPfaff merged 2 commits into
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fix/mem-ekf-pseudo-covariance-20260620
Jun 20, 2026
Merged

Fix MEM-EKF pseudo-measurement covariance#2718
FlorianPfaff merged 2 commits into
mainfrom
fix/mem-ekf-pseudo-covariance-20260620

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Summary

  • replace the MEM-EKF quadratic pseudo-measurement raw fourth-moment matrix with the centered Gaussian covariance for [dx², dx dy, dy²]
  • keep the existing pseudo-mean subtraction and route the update through the centered covariance helper
  • add regression tests for correlated and diagonal innovation covariances

Testing

  • Not run locally; the execution sandbox could not resolve github.com for a local checkout. The regression tests are included for CI.

@FlorianPfaff FlorianPfaff enabled auto-merge (squash) June 20, 2026 13:50
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MegaLinter analysis: Success

Descriptor Linter Files Fixed Errors Warnings Elapsed time
✅ COPYPASTE jscpd yes no no 55.86s
✅ JSON prettier 7 0 0 0 0.92s
✅ JSON v8r 7 0 0 4.5s
✅ MARKDOWN markdownlint 68 0 0 0 1.82s
✅ MARKDOWN markdown-table-formatter 68 0 0 0 0.77s
✅ PYTHON black 879 0 0 0 44.42s
✅ PYTHON isort 879 0 0 0 2.55s
✅ REPOSITORY checkov yes no no 42.71s
✅ REPOSITORY gitleaks yes no no 10.09s
✅ REPOSITORY git_diff yes no no 0.15s
✅ REPOSITORY secretlint yes no no 26.95s
✅ REPOSITORY syft yes no no 2.98s
✅ REPOSITORY trivy-sbom yes no no 7.93s
✅ REPOSITORY trufflehog yes no no 19.07s
✅ YAML prettier 11 0 0 0 0.72s
✅ YAML v8r 11 0 0 10.9s
✅ YAML yamllint 11 0 0 0.46s

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@FlorianPfaff FlorianPfaff merged commit d25e85f into main Jun 20, 2026
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