Context
Offline smoothing (RTS/fixed-lag) is a standard tool for research and improves accuracy over filter-only solutions.
Scope / Requirements
- Implement RTS smoother (or fixed-lag smoother) for EKF/UKF/ESKF outputs.
- Store required filter history (state, covariance, gain) during the forward pass.
- Add CLI flag such as
--smoother rts|fixed-lag and --smoother-lag <sec>.
- Output smoothed trajectory to a separate file or extra columns.
Acceptance Criteria
- Smoothed output is generated and improves RMS error vs filtered output on a test dataset.
- Results are deterministic with a fixed RNG seed.
- Documentation updated with a usage example.
Context
Offline smoothing (RTS/fixed-lag) is a standard tool for research and improves accuracy over filter-only solutions.
Scope / Requirements
--smoother rts|fixed-lagand--smoother-lag <sec>.Acceptance Criteria