Paper Citation Record · LEDGER

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2509.02442.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.02442 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:39:07.894589Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact2
verified fuzzy2
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f621e6f-20e4-4858-8a15-0071049a522a · outbound

This paper cites DSRC versus LTE-V2X: Empirical performance analysis of di- rect vehicular communication technologies,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems DSRC versus LTE-V2X: Empirical performance analysis of di- rect vehicular communication technologies,

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:11.143120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c43067de-0e60-4ad1-a6db-52b57031b025 · outbound

This paper cites List of C-V2X devices,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems List of C-V2X devices,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:39:12.051547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7251dd27-e054-4090-aa99-b6a29698b053 · outbound

This paper cites Task-oriented communications for 6G: Vision, principles, and tech- nologies,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Task-oriented communications for 6G: Vision, principles, and tech- nologies,

Reference 3

Resolution: verified exact; doi, observed 2026-08-05T11:39:08.539628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd2caf06-11d0-4fa3-b141-df3aadd285cd · outbound

This paper cites Semantic communications: Overview, open issues, and future research directions,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Semantic communications: Overview, open issues, and future research directions,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:06.474655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d77bce8-a6af-4945-94b7-b99ededb69f2 · outbound

This paper cites Semantic V2X communications for image transmission in 6G systems,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Semantic V2X communications for image transmission in 6G systems,

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:10.741733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fff00c4d-5bc3-4969-8bdc-b2d3905df257 · outbound

This paper cites Seman- tic communication for edge intelligence enabled autonomous driv- ing system,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Seman- tic communication for edge intelligence enabled autonomous driv- ing system,

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:10.417581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3c9d585-d1b0-46d6-957c-e0658f21ad50 · outbound

This paper cites Semantic importance- aware image transmission in V2X networks,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Semantic importance- aware image transmission in V2X networks,

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:10.055384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 714511bc-19b3-4e9b-aeb8-551dc4b74416 · outbound

This paper cites Vehicle-to-everything (V2X) services supported by LTE-based systems and 5G,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Vehicle-to-everything (V2X) services supported by LTE-based systems and 5G,

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:09.730040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 425d9aa2-f3ad-442e-ad45-ecbab96d7823 · outbound

This paper cites Toward 6G vehicle-to- everything sidelink: Nonorthogonal multiple access in the autonomous mode,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Toward 6G vehicle-to- everything sidelink: Nonorthogonal multiple access in the autonomous mode,

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:09.335226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ce50a00-b279-4046-af5c-86162a35a9f5 · outbound

This paper cites C-V2X vision in the chinese roadmap: Standardization, field tests, and industrialization,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems C-V2X vision in the chinese roadmap: Standardization, field tests, and industrialization,

Reference 10

Resolution: verified exact; doi, observed 2026-08-05T11:39:08.189376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c37e4ade-c1d5-45d0-87f4-342c1576c31d · outbound

This paper cites Nonlinear transform source-channel coding for semantic communications,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Nonlinear transform source-channel coding for semantic communications,

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T11:39:08.946241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ca66dba6-1c3d-4b8b-a8fb-d1156d31e0c0 · outbound

This paper cites an unresolved cited work.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:39:11.693533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2ef26b3-5413-4059-b727-d04cb8fdd554 · outbound

This paper cites A dynamic transformation car-following model for the prediction of the traffic flow oscillation,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems A dynamic transformation car-following model for the prediction of the traffic flow oscillation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:07.695688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 038897af-0a81-4a76-a9b9-303ed4d95674 · outbound

This paper cites Densing Law of LLMs.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems Densing Law of LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:07.798950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02f1ef4-ad63-4f26-a370-6313f8fbcbbc · outbound

This paper cites 3GPP workshop on 6G,.

Know What, Know Why: Semantic Hazard Communication for Intelligent V2X Systems 3GPP workshop on 6G,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:39:11.410050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.