Published March 2, 2026
| Version 2.0
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Sparse Law Companion Note: Extended Derivations, Escape Probability, and CGR Recovery
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Description
Extended derivations and proofs supporting the sparse law of deep-space DTN communication. Contains the escape probability model s ≈ sbase / (1 + ptouch · pfail · sbase), CGR recovery analysis showing how Contact Graph Routing eliminates greedy dead-end losses, and semi-Markov ergodicity conditions for the CTMC efficiency model.
Provides calibration data for the s-predictor across six configurations (Mars 6-orbiter through cislunar 8-polar) and demonstrates CGR recovery factors at multiple heliocentric epochs.
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companion_note_v2.pdf
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Additional details
Related works
- Is supplement to
- Working paper: 10.5281/zenodo.18765571 (DOI)
- Working paper: 10.5281/zenodo.18851385 (DOI)
- Is supplemented by
- Software: https://github.com/toxic2040/TIN (URL)
- References
- Working paper: 10.5281/zenodo.18815661 (DOI)