feat: Add EKF odometry baseline example - #186
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Adds a self-contained LAMBKIN example comparing raw wheel odometry against a robot_localization EKF fusion (odom + IMU), scored with evo_rpe against ground truth. Ships its own ROS 2 package and Docker environment, and is referenced from the root README's example list. Signed-off-by: Daffer Queque <daffer.queque@ekumenlabs.com>
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Proposed changes
Adds
examples/ekf/, a new worked example alongsideexamples/beluga/. It sweeps a singlealgorithmvariant (raw_odomvsekf_fused) to compare open-loop wheel odometry against arobot_localizationEKF fusion, scored withevo_rpe(drift-rate, since open-loop odometry drifts unboundedly). Ships its own ROS 2 package and Docker/Docker Compose environment, reusing the same bundled dataset image as Beluga.Type of change
💥 Breaking change! Explain why a non-backwards compatible change is necessary or remove this line entirely if not applicable.
Checklist
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xin the boxes that apply. This is simply a reminder of what we will require before merging your code.Additional comments
examples/beluga/— validated by running the benchmark end-to-end in the dev container.nominal()deliberately skips--clockonros2 bag play, since the dataset already carries its own recorded/clocktopic. Passing it too starts a conflicting second publisher that corruptsekf_node's sim time and silently truncates the trajectory — see the README's "Sim time and the recorded/clocktopic" section.