Paper Citation Record · LEDGER

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions

As of 16 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2506.17067.

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

pith.paper-citation-record.v1
2506.17067 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:16:58.146816Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:50:31.556927Z

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 exact0
verified fuzzy9
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8c2264d6-615b-41a4-a5b3-2a04aeb527b9 · outbound

This paper cites Sensing capacity for integrated sensing and communication systems in low-altitude economy,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Sensing capacity for integrated sensing and communication systems in low-altitude economy,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.484971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4ff248ba-8b3a-4a1c-a04a-501ec50865a8 · outbound

This paper cites Cooperative ISAC-empowered low-altitude economy,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Cooperative ISAC-empowered low-altitude economy,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.469794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3cf848bb-6fa1-4dd0-ba1a-a4951d17333f · outbound

This paper cites Accessing from the sky: A tutorial on UA V communications for 5G and beyond,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Accessing from the sky: A tutorial on UA V communications for 5G and beyond,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.454601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b32e8ec-4219-4c5e-a7e2-8022244cbfef · outbound

This paper cites A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.438853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b49a5977-9d78-4449-ac92-e56a53bd2a5a · outbound

This paper cites A tutorial on near-field XL-MIMO communications towards 6G,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions A tutorial on near-field XL-MIMO communications towards 6G,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.423413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 37b9d59f-3e8f-47df-a23f-008ee1a47534 · outbound

This paper cites Beam focusing for near-field multiuser MIMO communications,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Beam focusing for near-field multiuser MIMO communications,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T19:16:58.103366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ff0bc5f-5a07-4dec-a037-5a8c5e3d4cf4 · outbound

This paper cites Large language model enhanced multi-agent systems for 6G communications,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Large language model enhanced multi-agent systems for 6G communications,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.398334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c9b33262-c467-4775-b2bd-6b30c9962b68 · outbound

This paper cites A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:16:58.113592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c587cd-f232-4b51-a5e7-9588bc11c934 · outbound

This paper cites Prompt-Enabled Large AI Models for CSI Feedback.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Prompt-Enabled Large AI Models for CSI Feedback

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T19:16:58.118640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49fbcf0a-1b1c-4cfb-9ab2-721609f574fb · outbound

This paper cites Mixed near-and far- field communications for extremely large-scale array: An interference perspective,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Mixed near-and far- field communications for extremely large-scale array: An interference perspective,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.381911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4f99d836-8d68-44d6-8463-3e1a9e83cf76 · outbound

This paper cites Language models are unsupervised multitask learners,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Language models are unsupervised multitask learners,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.366642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5267d0f4-9195-41e1-b23f-10339d691956 · outbound

This paper cites A deep learning framework for optimization of MISO downlink beam- forming,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions A deep learning framework for optimization of MISO downlink beam- forming,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:16:58.351146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 62839d28-6288-424c-8798-91cc357ecc84 · outbound

This paper cites Large Language Model Enabled Multi-Task Physical Layer Network.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Large Language Model Enabled Multi-Task Physical Layer Network

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T19:16:58.137660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cff97b0-4def-48c1-81b9-30b12021a545 · outbound

This paper cites Multi-modal generative AI: Multi- modal LLM, diffusion and beyond,.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Multi-modal generative AI: Multi- modal LLM, diffusion and beyond,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:16:58.142246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f13dbc8c-d626-4b27-b91b-a8b68ff18ce1 · outbound

This paper cites Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking.

Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T19:16:58.146816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c29780a7-ed9d-4091-a0cc-f174873eff4b · inbound

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial Empowering Near-Field Communications in Low-Altitude Economy with LLM: Fundamentals, Potentials, Solutions, and Future Directions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T04:50:31.556927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.