LBMS_SIM/docs/report.md
2026-10-21 14:14:51 +02:00

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# First-version report
The pipeline generates random node positions, measures only radio-connected
links, completes the distance matrix using all-pairs shortest paths, and
applies classical two-dimensional MDS. An SVD-based Procrustes similarity
transform maps the relative MDS coordinates to the known anchor coordinates.
Circular lateration estimates each unknown by minimizing range residuals.
Square lateration intersects axis-aligned square bounds around the anchors and
uses the center of the intersection. Both baselines use only direct
anchor-to-unknown measurements.
The Monte Carlo script records per-node errors and the metrics table, allowing
methods to be compared under the same generated networks and noise settings.