Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:25:07.306045Z
Paper Citation Record · LEDGER
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 4 inbound Pith citation observations for arXiv:2505.04930.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T00:34:41.639191Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T13:18:13.270093Z
Reference resolution
14 of 14 outbound references displayed
- verified exact0
- verified fuzzy11
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f2b52d6a-8c10-4063-b13b-e18829dd6bbe · outbound
This paper cites Fluid antenna system for 6G: When Bruce Lee inspires wireless communicati ons,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Fluid antenna system for 6G: When Bruce Lee inspires wireless communicati ons,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.601944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2c40d25c-e36d-4567-842f-0f52535df244 · outbound
This paper cites Historical Review of Fluid Antenna and Movable Antenna.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Historical Review of Fluid Antenna and Movable Antenna
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:25:07.254731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcb5cee5-dbb6-44f9-a811-dcc6a7ac073a · outbound
This paper cites F luid antenna system: New insights on outage probability and dive rsity gain,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models F luid antenna system: New insights on outage probability and dive rsity gain,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.588184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f41e5050-9d04-495b-82b1-947eb0ec2520 · outbound
This paper cites Movable-antenna enh anced multiuser communication via antenna position optimizatio n,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Movable-antenna enh anced multiuser communication via antenna position optimizatio n,
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:25:07.263515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 575ee4f7-2d17-427e-94fd-4b011ee92a61 · outbound
This paper cites Joint beamforming and antenna position optimization for fl uid antenna- assisted MU-MIMO networks,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Joint beamforming and antenna position optimization for fl uid antenna- assisted MU-MIMO networks,
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:25:07.267632Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cab5275-99f1-4e4a-87c1-9dadb3ef2f89 · outbound
This paper cites Channel estimation for movable antenna communication sys tems: A framework based on compressed sensing,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Channel estimation for movable antenna communication sys tems: A framework based on compressed sensing,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.564823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 23a202cd-b472-40fa-8f62-29900af870e3 · outbound
This paper cites Sparse baye sian learning-based channel estimation for fluid antenna system s,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Sparse baye sian learning-based channel estimation for fluid antenna system s,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.551287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5b3c562-3c52-421e-9865-935e553ea756 · outbound
This paper cites Successive baye sian reconstructor for channel estimation in fluid antenna syste ms,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Successive baye sian reconstructor for channel estimation in fluid antenna syste ms,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.537786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 829147cc-a47e-4739-b9c2-728fca1627b1 · outbound
This paper cites Denoising diffusion proba bilistic models,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Denoising diffusion proba bilistic models,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.523808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 12cea3f2-ad48-489c-8846-e55a17d4982b · outbound
This paper cites Robust compressed sensing MRI with deep generative priors ,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Robust compressed sensing MRI with deep generative priors ,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.509318Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aae17b1e-bf66-4321-bdaa-9b26719ee365 · outbound
This paper cites Denoising diff usion restoration models,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Denoising diff usion restoration models,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.496172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9e297464-e129-45fe-8477-2b6af6e89a56 · outbound
This paper cites Bayes-optimal unsupervised learning for channel estimat ion in near- field holographic MIMO,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Bayes-optimal unsupervised learning for channel estimat ion in near- field holographic MIMO,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.483231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1bd39aba-e04c-4213-b1bd-de7b7f139a96 · outbound
This paper cites MIMO channel estimation usi ng score-based generative models,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models MIMO channel estimation usi ng score-based generative models,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.470237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bc52efd6-5422-442c-be84-bc035798cfaa · outbound
This paper cites Denoising diffusion imp licit models,.
Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models Denoising diffusion imp licit models,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:25:07.456501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 37e9649b-6acd-47d5-abd4-30f856536fd9 · inbound
Advancing Fluid Antenna-Assisted Non-Terrestrial Networks in 6G and Beyond: Fundamentals, State of the Art, and Future Directions cites this paper.
Advancing Fluid Antenna-Assisted Non-Terrestrial Networks in 6G and Beyond: Fundamentals, State of the Art, and Future Directions Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T00:34:41.639191Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68350a0f-2bbd-45dd-aeeb-fd42b55cd822 · inbound
Proximal-Based Generative Modeling for Bayesian Inverse Problems cites this paper.
Proximal-Based Generative Modeling for Bayesian Inverse Problems Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
Reference 96
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T17:57:33.553611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d3a9488a-11b9-4a34-bbe1-72a2db281316 · inbound
Reconfigurable Antennas for Next-generation Mobile Communication Networks: A Comprehensive Survey and Tutorial cites this paper.
Reconfigurable Antennas for Next-generation Mobile Communication Networks: A Comprehensive Survey and Tutorial Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
Reference 55
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T13:18:13.271819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17024f77-ccf0-4d68-b0b3-df1285fd1106 · inbound
JEPA-CFM: A Joint Embedding Predictive Architecture-based Channel Foundation Model for Robust Fluid Antenna Systems cites this paper.
JEPA-CFM: A Joint Embedding Predictive Architecture-based Channel Foundation Model for Robust Fluid Antenna Systems Accurate and Fast Channel Estimation for Fluid Antenna Systems with Diffusion Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T10:34:49.168329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.