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Scanning LiDAR (pulsed direct Time-of-Flight) L1-096

Depth ImagingDirect ToF rangingδ=3 · standardL_DAG = 3📋 Stub — not mineable
📋

Unclaimed Principle — open for contribution

This Principle is declared in the catalog but has no reference solver, no pinned dataset, and is not registered on-chain. There is no reward pool. Submitting a cert against this Principle today will record the cert for reproducibility but pay zero PWM.

To claim it as a Bounty #7 contribution: open a PR adding (1) a reference solver, (2) ≥1 dataset pinned to IPFS, (3) updates to the L3 manifest with dataset CIDs. After verifier-agent triple-review, the founders' 3-of-5 multisig signs PWMRegistry.register() and the Principle becomes mineable.

Forward model E

A short laser pulse (~ns) is emitted toward a target point. A photodetector (APD or SPAD) records the return timestamp t; round-trip distance d = c * t / 2. A scanning mirror / MEMS / OPA steers the beam over the scene to build a 3D point cloud; automotive sensors typically deliver 10-100 Hz scans with 64-128 channels.

L-DAG

S.emit.pulse -> L.reflect_scene -> D.timestamp -> int.angular
S.emit.pulseL.reflect_sceneD.timestampint.angular

Well-posedness W

Existence:
true
Uniqueness:
true
Stability:
conditional
κ:
500

Well-posed when returned pulse SNR > 10 dB. Atmospheric attenuation alpha_atm(d) = exp(-gamma * d) cuts range quadratically at rain/fog; retroreflective surfaces saturate the receiver; motion distortion (rolling-shutter of scan) biases point cloud during ego-motion.

Solvability C

Solver class:
leading-edge / matched-filter timing, TDC + constant-fraction-discriminator, learned (DeepLidar, PointNet++ denoise, RangeNet++)
Convergence rate q:
2
Complexity:
O(M_h * M_v) per scan; O(N_scan * N_points * log N_points) for point-cloud registration

Specs (0)

No L2 specs registered yet for this principle.