Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:37:11.407266Z
Paper Citation Record · LEDGER
Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges
As of 8 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 3 inbound Pith citation observations for arXiv:2505.24151.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T08:32:21.664518Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T10:41:31.786183Z
Reference resolution
3 of 3 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a315ecee-3d46-44ff-a9af-1b6208ffb63e · outbound
This paper cites Path loss model based on machine learning using multi-dimensional Gaussian process regression [J].
Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges Path loss model based on machine learning using multi-dimensional Gaussian process regression [J]
Reference 24
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T12:37:12.216195Z
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 d36a9e17-a551-415f-85d6-3fd405bf8ae4 · outbound
This paper cites Two-stage radio map construction with real environments and sparse measurements [J].
Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges Two-stage radio map construction with real environments and sparse measurements [J]
Reference 50
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T12:37:11.944585Z
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 3fd8216e-055f-4fea-9cd7-cf3f65c5e6ca · outbound
This paper cites Empowering Robotic Systems with Integrated Sensing and Communications in the 6G Era [EB/OL].
Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges Empowering Robotic Systems with Integrated Sensing and Communications in the 6G Era [EB/OL]
Reference 76
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T12:37:11.633712Z
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
Observation 88cf7ba6-98cc-4dfa-aa92-b673de0ae64e · inbound
Generative Channel Knowledge Base With Environmental Information for Joint Source-Channel Coding in Semantic Communications cites this paper.
Generative Channel Knowledge Base With Environmental Information for Joint Source-Channel Coding in Semantic Communications Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T22:25:50.028352Z
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 7184e956-655b-4690-a3e8-eced8cab41c1 · inbound
Phy2-ExposNet: A Physics-Informed Neural Network for EMF Exposure Mapping in Complex Urban Environments cites this paper.
Phy2-ExposNet: A Physics-Informed Neural Network for EMF Exposure Mapping in Complex Urban Environments Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:41:31.789349Z
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 4902dda5-b46a-4c4b-94f9-39218e7eea4b · inbound
Construction and Dynamic Update of Channel Gain Maps via 3D Gaussian Splatting cites this paper.
Construction and Dynamic Update of Channel Gain Maps via 3D Gaussian Splatting Channel Knowledge Maps for 6G Wireless Networks: Construction, Applications, and Future Challenges
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T08:32:21.664518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.