Powered by OpenAIRE graph
Found an issue? Give us feedback
ZENODOarrow_drop_down
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
ZENODO
Report . 2025
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

This Research product is the result of merged Research products in OpenAIRE.

You have already added 0 works in your ORCID record related to the merged Research product.

Consciousness–Aptamer Interface Standard (CAIS v1.0): A Cognitive and Physiological Framework for Enhancing Safety, Attention, and Collective Stability in Connected and Autonomous Mobility Systems

Authors: LEE, JINHO;

Consciousness–Aptamer Interface Standard (CAIS v1.0): A Cognitive and Physiological Framework for Enhancing Safety, Attention, and Collective Stability in Connected and Autonomous Mobility Systems

Abstract

This document introduces the Consciousness–Aptamer Interface Standard (CAIS v1.0),a cognitive–physiological measurement framework designed to enhance safety,situational awareness, and collective stability inconnected, shared, and autonomous mobility systems. CAIS integrates: the OE–EE–RE dynamic model, representing ordered, entropic, and relationalpatterns that map directly onto human attention, cognitive load, fatigue,and cooperative behavior on the road, the CFE⁺ Framework, enabling multi-layer evaluation of individual drivers,vehicle–vehicle interactions, and collective traffic dynamics, three quantitative indices—VCE (driver cognitive energy & clarity),CRI (vehicle-to-driver or driver-to-driver resonance & coordination),CFI (collective traffic field coherence and stability), and a biochemical aptamer–iodine sensing interface to capture physiologicalsignals associated with fatigue, stress responses, attentional shifts,and reduced situational awareness. For the AI4CSM community, CAIS supports: real-time driver state monitoring (fatigue, distraction, overload), enhanced safety for connected mobility and shared driving systems, improved V2X communication through behavioral coherence modeling, collective intelligence analysis in urban and highway mobility, integration of consciousness metrics intoautonomous driving decision systems, risk prediction models,and cooperative mobility algorithms, and development of next-generation human–vehicle–collective sensing networks. CAIS establishes a new category of cognitive–physiological sensingfor the automotive and mobility industry, enablingsafer, more adaptive, and more coherent connected mobility ecosystems. ────────────────────────Applied & Modular Discovery IndexConsciousness Civilization Framework (CCF) — Applied & Modular Stackhttps://osf.io/q9krm Canonical Authority & Lineage AnchorConsciousness Civilization Framework (CCF) — Canonical Projecthttps://osf.io/2hgmu OSF Registration DOI10.17605/OSF.IO/2HGMU────────────────────────

Keywords

Connected Mobility, Autonomous Driving, Driver State Monitoring, Cognitive Load, OE–EE–RE Dynamics, CFE⁺ Framework, Collective Intelligence, V2X, Traffic Stability, Fatigue Detection, Human–Vehicle Interaction, VCE Index, CRI Index, CFI Index, Smart Mobility, Safety Engineering

  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
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
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!