Paper Citation Record · LEDGER

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks

As of 17 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2509.02540.

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

pith.paper-citation-record.v1
2509.02540 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:40:57.681998Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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 exact1
verified fuzzy11
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78ace5bb-b4e2-4646-b183-7a263d9d73b5 · outbound

This paper cites Non-Terrestrial Networks: An Overview of 3GPP Release 17 & 18,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Non-Terrestrial Networks: An Overview of 3GPP Release 17 & 18,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.218122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 08d5282a-d5e2-4ee4-b49f-1e416cf5681f · outbound

This paper cites A Survey on Space-Air-Ground-Sea Integrated Network Security in 6G,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks A Survey on Space-Air-Ground-Sea Integrated Network Security in 6G,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.187395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f389bf97-53d8-43a8-a641-4508f56145f2 · outbound

This paper cites Transformer Network Based Channel Prediction for CSI Feedback Enhancement in AI-Native Air Interface,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Transformer Network Based Channel Prediction for CSI Feedback Enhancement in AI-Native Air Interface,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.163688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 219bb72e-8a79-418d-a573-b6ba06456177 · outbound

This paper cites Large AI Model-Based Semantic Communications,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Large AI Model-Based Semantic Communications,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.138930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 092f1678-0221-4b8d-aea3-a70abaa950cc · outbound

This paper cites WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks WirelessGPT: A Generative Pre-trained Multi-task Learning Framework for Wireless Communication

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T16:40:57.569872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97bdab98-6cda-4355-8c34-6ecb686da07c · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks LoRA: Low-Rank Adaptation of Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:40:57.585784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5737328-099d-4bb3-a1f3-344d64aa738a · outbound

This paper cites Near-Space Communications: the Last Piece of 6G Space-Air-Ground-Sea Integrated Network Puzzle,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Near-Space Communications: the Last Piece of 6G Space-Air-Ground-Sea Integrated Network Puzzle,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.107533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b2a2cbbf-9bf6-4ef8-9725-1aadf95f4d52 · outbound

This paper cites Hybrid Satellite-UA V-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Hybrid Satellite-UA V-Terrestrial Networks for 6G Ubiquitous Coverage: A Maritime Communications Perspective,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.076746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b91650b9-05c8-4f55-b119-b2eede61bd07 · outbound

This paper cites Semantics-Empowered Space-Air-Ground-Sea Inte- grated Network: New Paradigm, Frameworks, and Challenges,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Semantics-Empowered Space-Air-Ground-Sea Inte- grated Network: New Paradigm, Frameworks, and Challenges,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:58.032839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 242395a4-aae7-4637-9254-0f66a4fd4a3f · outbound

This paper cites FAS-LLM: Large Language Model-Based Channel Prediction for OTFS-Enabled Satellite-FAS Links.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks FAS-LLM: Large Language Model-Based Channel Prediction for OTFS-Enabled Satellite-FAS Links

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T16:40:57.647980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2fd8d3-c57d-4467-a694-dc839b332de0 · outbound

This paper cites LoRa Technology – An Overview,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks LoRa Technology – An Overview,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:57.999946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33e394e2-d1af-426c-9e5e-3c5638181085 · outbound

This paper cites The LLaMA 3 herd of models,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks The LLaMA 3 herd of models,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:57.971426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6af4efcf-213c-40cc-ad36-db7027e3bd76 · outbound

This paper cites A dataset for detection and segmentation of underwater marine debris in shallow waters,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks A dataset for detection and segmentation of underwater marine debris in shallow waters,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:57.945605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7953493d-7b22-4755-97ae-4488f23e0fc0 · outbound

This paper cites Deep learning enabled semantic communication systems,.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Deep learning enabled semantic communication systems,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:40:57.907463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b70d1d67-1807-423f-8144-f35ce3be9971 · outbound

This paper cites Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks.

LLM-Enhanced Space-Air-Ground-Sea Integrated Networks Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:40:57.762714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.