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Paper Citation Record · LEDGER

CNN-Based Channel Map Estimation for Movable Antenna Systems

As of 17 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2505.21001.

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

pith.paper-citation-record.v1
2505.21001 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:48:10.314859Z

measured 17 of 17 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:41:17.161834Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:41:19.193575Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fadf0fa0-3c87-448f-b54d-c3e0c3d28aed · outbound

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

CNN-Based Channel Map Estimation for Movable Antenna Systems A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:13.144910Z

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.

source=pdf_text observed=2026-08-07T13:48:09.010940Z digest=sha256:9e84e10a3a7fdff4542a9735248ebc2e2c253c0e014d251d45534e18755e83b4

Observation e921b48a-fd21-48d9-8294-139c36738675 · outbound

This paper cites Beamforming technologies for ultra-massive MIMO in Terahertz com- munications,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Beamforming technologies for ultra-massive MIMO in Terahertz com- munications,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:13.006323Z

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.

source=pdf_text observed=2026-08-07T13:48:09.095159Z digest=sha256:c1edb50d783cf0a1b806fbaa8cac63742527dd391d9f8b8ef7fda7848c5674b6

Observation 524fbad9-9aa1-4cf4-b47e-331b61098b70 · outbound

This paper cites Movable antennas for wireless commu- nication: Opportunities and challenges,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Movable antennas for wireless commu- nication: Opportunities and challenges,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T13:48:09.186019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:48:09.186019Z digest=sha256:f468a436df8b1223c68eb660059970992a380d93986b3b1dda193c0ee0aaf528

Observation b83c4ee2-5476-4bd0-9437-d2336dc3b085 · outbound

This paper cites Modeling and performance analysis for movable antenna enabled wireless communications,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Modeling and performance analysis for movable antenna enabled wireless communications,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:12.900209Z

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.

source=pdf_text observed=2026-08-07T13:48:09.251681Z digest=sha256:1e029f1f6e8479e5a2d7909ec05ed09b75a22059a3eb69b0831a324a42c047a5

Observation 5bd31dfc-bc4b-4404-b047-50e9021615d6 · outbound

This paper cites Channel estimation for extremely large-scale MIMO: Far-field or near-field?.

CNN-Based Channel Map Estimation for Movable Antenna Systems Channel estimation for extremely large-scale MIMO: Far-field or near-field?

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:12.684812Z

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.

source=pdf_text observed=2026-08-07T13:48:09.315241Z digest=sha256:734324e14db591e7a15d75d21994ca5a3efc060c89f0c7462a46a962fe8caa5c

Observation 45c30ada-f0f1-43e8-b0ae-bf7666646fc5 · outbound

This paper cites Movable-antenna enhanced multiuser communication via antenna position optimization,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Movable-antenna enhanced multiuser communication via antenna position optimization,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:12.436160Z

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.

source=pdf_text observed=2026-08-07T13:48:09.409130Z digest=sha256:b41135121e6768a1ab8432925b32fb7c0f994b6fdc5a6606be8e979ab07d7a59

Observation ceeedd2d-8320-455c-8a24-4dd5b3551878 · outbound

This paper cites Movable-antenna position optimization: A graph-based approach,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Movable-antenna position optimization: A graph-based approach,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:12.126879Z

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.

source=pdf_text observed=2026-08-07T13:48:09.502613Z digest=sha256:8b67e8754ab2cf4f8f4f50648b73df7684bd908d3ebdf5d91acfc43c74e55b48

Observation ca5995b1-bab0-460f-a772-496e0efbd7b4 · outbound

This paper cites Joint beamforming and antenna position optimization for movable antenna-assisted spectrum sharing,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Joint beamforming and antenna position optimization for movable antenna-assisted spectrum sharing,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:11.936250Z

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.

source=pdf_text observed=2026-08-07T13:48:09.591864Z digest=sha256:cb7acb487f70fcfc1e4f9e7d51e4ccbdd30515dcc0b289f34c771043c900669b

Observation c7c25485-1ca0-4e23-a2cf-6487f9f1ba1a · outbound

This paper cites Flexible beam coverage optimization for movable-antenna array,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Flexible beam coverage optimization for movable-antenna array,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:11.731148Z

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.

source=pdf_text observed=2026-08-07T13:48:09.712283Z digest=sha256:6c7f24dc3abe438e48e950f078b549ee0f752bc5d7c967d1f773b6753e7cd636

Observation deb2d096-c903-460a-b2de-18d6dd3efca1 · outbound

This paper cites Movable-antenna position optimization for physical- layer security via discrete sampling,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Movable-antenna position optimization for physical- layer security via discrete sampling,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:11.547748Z

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.

source=pdf_text observed=2026-08-07T13:48:09.820098Z digest=sha256:4e7a55979698b32038cb3bfe0481038f51daf2428ab52c62556d94207ab28bb7

Observation c15b4c45-9ea7-41d5-9ed7-f9c1d4cde784 · outbound

This paper cites Compressed sensing based channel estimation for movable antenna communications,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Compressed sensing based channel estimation for movable antenna communications,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:11.391635Z

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.

source=pdf_text observed=2026-08-07T13:48:09.914022Z digest=sha256:6055b1d846a7ee268c5ef605bdf53bf8cc9f197248ef31a079d0f1115ba2861b

Observation 6e8d6318-c109-4804-aeed-fb9f2c3c85b5 · outbound

This paper cites Channel estimation for movable antenna communication systems: A framework based on compressed sensing,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Channel estimation for movable antenna communication systems: A framework based on compressed sensing,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:11.225949Z

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.

source=pdf_text observed=2026-08-07T13:48:10.035247Z digest=sha256:29f93d9bb603cdff4772f8829b36aef33b0a1966d85b9b09758db59a82cae770

Observation 3089aa39-b709-406c-ae0a-02ea59370919 · outbound

This paper cites Successive bayesian reconstructor for channel estimation in flexible antenna systems,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Successive bayesian reconstructor for channel estimation in flexible antenna systems,

Reference 13

Resolution
verified exact
raw_fallback, observed 2026-08-07T13:48:10.568579Z

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.

source=pdf_text observed=2026-08-07T13:48:10.115072Z digest=sha256:50a74bb7edcfb463ad976859404a854d61e67199a7220fa9f24d6cfa9d1e02ee

Observation 9ab218ac-8fbc-4524-be58-8a756325ee90 · outbound

This paper cites Learning-induced channel extrapolation for fluid antenna systems using asymmetric graph masked autoencoder,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Learning-induced channel extrapolation for fluid antenna systems using asymmetric graph masked autoencoder,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:11.058936Z

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.

source=pdf_text observed=2026-08-07T13:48:10.178347Z digest=sha256:00ecc8db7e2026c18ec3fed2e65a2406f18dee2db7313ff616d7e24f4c5266a9

Observation 637fb62e-64ef-47b0-86fb-23dbfbb95196 · outbound

This paper cites Channel estimation for movable-antenna MIMO systems via tensor decomposition,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Channel estimation for movable-antenna MIMO systems via tensor decomposition,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:10.909828Z

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.

source=pdf_text observed=2026-08-07T13:48:10.245742Z digest=sha256:6face924751745e673c09343acad241c104a18998fb5c5d95894c2bcf0ae8ddf

Observation 4cf63d03-171b-43ba-82b3-bfbdb5b263a9 · outbound

This paper cites Octomag: An electromagnetic system for 5-dof wireless micromanipulation,.

CNN-Based Channel Map Estimation for Movable Antenna Systems Octomag: An electromagnetic system for 5-dof wireless micromanipulation,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:48:10.761205Z

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.

source=pdf_text observed=2026-08-07T13:48:10.314859Z digest=sha256:ba1dc1245f4c1a4077ae24e15571b6e0e3bf1f7d61c324b881df9d1c04730e95

Pith citing papers

Observation 87523fe7-9147-4c1d-94b3-2f7365f5543b · inbound

A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems cites this paper.

A Deep Learning Framework for Joint Channel Acquisition and Communication Optimization in Movable Antenna Systems CNN-Based Channel Map Estimation for Movable Antenna Systems

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-05T13:41:19.296056Z

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.

source=pdf_text observed=2026-08-05T13:41:17.161834Z digest=sha256:e24b3e658f31ec0175f550dc926745fdd8ca270a5a338a422e85107d4f87d1e6