Paper Citation Record · LEDGER

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2509.07422.

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

pith.paper-citation-record.v1
2509.07422 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:17:08.460122Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T10:18:50.396732Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T20:06:10.413081Z

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy13
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f46cceb5-5540-43ae-95e6-d05799a3d9e4 · outbound

This paper cites 6G enabled advanced transportation systems,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems 6G enabled advanced transportation systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:10.795636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1dc9dbec-c656-4e68-8773-95835cd92c7d · outbound

This paper cites Molisch,Wireless Communications.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Molisch,Wireless Communications

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:10.598938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0bd2df5d-a475-4f2a-be43-aaf9fa734210 · outbound

This paper cites An overview of machine learning techniques for radiowave propagation modeling,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems An overview of machine learning techniques for radiowave propagation modeling,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:10.401754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f5c75db1-a4a6-4bcc-97c5-ba3e74126c56 · outbound

This paper cites A survey of 5G channel measurements and models,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems A survey of 5G channel measurements and models,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:10.214257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ae861d1-899d-414b-9ace-c3559eda953e · outbound

This paper cites AI-enabled data-driven channel modeling for future communications,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems AI-enabled data-driven channel modeling for future communications,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:10.049626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c82e63d-6936-442c-90a3-4a3fa946adfb · outbound

This paper cites Multi-modal intelligent channel modeling: A new model- ing paradigm via synesthesia of machines,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Multi-modal intelligent channel modeling: A new model- ing paradigm via synesthesia of machines,

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T22:17:08.776534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 434c029b-7a71-41ea-9ca3-118fa00b7602 · outbound

This paper cites Intelligent multi-modal sensing-communication inte- gration: Synesthesia of Machines,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Intelligent multi-modal sensing-communication inte- gration: Synesthesia of Machines,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.912769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d5d6792-340f-4b81-83b9-b4ded6705620 · outbound

This paper cites SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM).

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM)

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:17:08.617154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d85b44e0-e03f-4b6a-9c18-2faada6801ff · outbound

This paper cites Sensing aided OTFS massive MIMO systems Compressive channel estimation,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Sensing aided OTFS massive MIMO systems Compressive channel estimation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.759701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5561409b-2ff4-4a8d-9cbe-1430c6c75607 · outbound

This paper cites Soft handover procedures in mmWave cell-free massive MIMO networks,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Soft handover procedures in mmWave cell-free massive MIMO networks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.620754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3135ca00-97b9-4399-9fae-8bb0bc9e33f7 · outbound

This paper cites Model predictive path planning of AGVs Mixed logical dynamical formulation and distributed coordination,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Model predictive path planning of AGVs Mixed logical dynamical formulation and distributed coordination,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.519235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2111d4e1-0a11-4ec2-ac0c-ab0134d5fce8 · outbound

This paper cites Radio map assisted path planning for UA V anti-jamming communications,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Radio map assisted path planning for UA V anti-jamming communications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.357057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1005cca-fe54-4ae0-a0ba-93fce09d15c1 · outbound

This paper cites Collaborative fine-tuning of mobile AIGC models with wireless channel conditions,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Collaborative fine-tuning of mobile AIGC models with wireless channel conditions,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.206542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 542c6fc8-d430-497c-a113-3c58deb83406 · outbound

This paper cites Real-time digital twins Vision and research directions for 6G and beyond,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Real-time digital twins Vision and research directions for 6G and beyond,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:09.073677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7bf5756e-638f-4047-9ab4-159bcf1f5ce7 · outbound

This paper cites Embodied intelligence via learning and evolution,.

Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems Embodied intelligence via learning and evolution,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:17:08.935404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 092737ba-f3a2-4fa8-9a2c-5695669fd7e2 · inbound

When AI Meets Terahertz: A Survey on the Symbiosis of Artificial Intelligence and Terahertz Networks cites this paper.

When AI Meets Terahertz: A Survey on the Symbiosis of Artificial Intelligence and Terahertz Networks Multi-Modal Intelligent Channel Modeling Framework for 6G-Enabled Networked Intelligent Systems

Reference 280

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:06:10.438023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.