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Preprint . 2026
License: CC BY
Data sources: Datacite
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The Glushkov Protocol (GMS-26): Differential Semantic Mapping for Deep Space Teleoperation

Authors: Glushkov, Oleg;

The Glushkov Protocol (GMS-26): Differential Semantic Mapping for Deep Space Teleoperation

Abstract

The Glushkov Protocol (GMS-26) is a novel differential semantic mapping system designed specifically for deep space teleoperation of robotic effectors (e.g., humanoid robots like Optimus) in high-latency, low-bandwidth scenarios. Core Architecture: Initialization (Static Base Invariant): One-time high-resolution wide-angle frame capture at T=0 establishes a shared local coordinate system, environment geometry, and occlusion map. Stored locally on both Earth-side operator and remote node — no repeated transmission of static elements. Dynamic Layer (Kinematic Point Streaming): Only sparse updates for 5–6 critical DoF nodes (position deltas, velocity vectors, orientation quaternions) are transmitted. Receiver reconstructs full semantic motion using the invariant anchor. Fail-Safe (Entropy-Triggered Full Frame): Continuous monitoring of Euclidean variance Δ across points. If Δ > threshold → trigger compressed full-frame differential resync to re-anchor and eliminate drift. Performance: 400–600 bytes/sec bandwidth (10,000–50,000× reduction vs. video), resilient to 70%+ packet loss. This approach shifts from pixel-centric to meaning-centric communication, aligning with post-biological cosmic expansion goals (e.g., autonomous lunar factories, von Neumann swarms). It complements prior OntoTopology frameworks by embedding harmonic constraints for stability in isolated AGI nodes. Files Included (suggested): Main PDF: technical specification, diagrams, pseudocode. Optional: simulation code snippets (Python), bandwidth comparison charts. DOI 10.5281/zenodo.18665877

Keywords

deep space teleoperation, semantic differential mapping, low-bandwidth robotics, kinematic streaming, DoF nodes, entropy-triggered resync, shared static invariant, Mars lunar robotics, AGI swarm control, Optimus teleop, Nautilus protocol, bandwidth reduction, deep space communication, robotic effector tracking

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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