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Paper Citation Record · LEDGER

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels

As of 23 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2605.02213.

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

pith.paper-citation-record.v1
2605.02213 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T19:25:27.105201Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy22
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c69be32-c06d-4ae2-90fb-38ccc74db812 · outbound

This paper cites an unresolved cited work.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Unresolved cited work

Reference 1

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unresolved
raw_fallback, observed 2026-05-26T02:57:18.856812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:1347ecef5a6eec8daf55dacfadc526edd4ffc4ca505dcc9abbd13bfc65d1f7ae

Observation f0ca5bcc-b3ff-437e-9103-6835ea58cf21 · outbound

This paper cites Bayesian Learning Aided Sparse Channel Estimation for Orthogo- nal Time Frequency Space Modulated Systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Bayesian Learning Aided Sparse Channel Estimation for Orthogo- nal Time Frequency Space Modulated Systems

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.827816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:d6574554fcc4f932aad9b5348ef7911bd8912ace86fb3b6593a1a00a283a5975

Observation aed91db3-c4c4-4a8c-a3be-b3769d6d9dcb · outbound

This paper cites Pilot Pattern Design for Two- Dimensional OFDM Modulations in Time-Varying Frequency- Selective Fading Channels.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot Pattern Design for Two- Dimensional OFDM Modulations in Time-Varying Frequency- Selective Fading Channels

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.873742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:2d48db224c4754186bea5f7f2e1d1aee140c5adb4619c488c1f16aa28b7ca432

Observation ab825df2-2770-4422-a60b-19a2f9e57e85 · outbound

This paper cites Time-Frequency Domain Channel Esti- mation for OTFS Systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Time-Frequency Domain Channel Esti- mation for OTFS Systems

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.835918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:f6e7d5f3a8763f136591133dc64eac99976f9faa36277bfca1c786cd712d5013

Observation 77152548-eb62-409d-9b34-506d8aa902d5 · outbound

This paper cites Pilot tone selection for channel estimation in a mobile OFDM system.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot tone selection for channel estimation in a mobile OFDM system

Reference 5

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.877281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:6f2354f4db1435bbd3915ee8f5ca56c56beeae400d068a2b72234f97f1544f5a

Observation 7eeb78f1-1f33-4083-8697-41eb31ecd90c · outbound

This paper cites Optimal placement of training for frequency-selective block-fading channels.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Optimal placement of training for frequency-selective block-fading channels

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.866378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:261365805315edbbe35e73b3a3271e314c9f23ab108d3a607805a1f56008d9e1

Observation 093921a7-a96a-4e3b-9e96-17d1e142a9a8 · outbound

This paper cites Capacity Maximizing MMSE-Optimal Pilots for Wireless OFDM Over Frequency-Selective Block Rayleigh- Fading Channels.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Capacity Maximizing MMSE-Optimal Pilots for Wireless OFDM Over Frequency-Selective Block Rayleigh- Fading Channels

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.888355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:98cecda2860921916f1bd20a67e116a1031b3b45bbb8adb9bdcfbe34b260f99d

Observation bc9290f1-0e44-4bb1-a887-f739f7691c82 · outbound

This paper cites an unresolved cited work.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Unresolved cited work

Reference 8

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unresolved
raw_fallback, observed 2026-05-26T02:57:18.853252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:ebaa4c6c841c17121a4fae205b097b4587e6235935799f25dce26ba415c54194

Observation aeb9ed0a-51c2-4b23-8d7c-0e57b7d17555 · outbound

This paper cites Pilot assisted channel estimation for OFDM in mobile cellular systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot assisted channel estimation for OFDM in mobile cellular systems

Reference 9

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.892854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:1f5c80aedc50c6dfdf3556327300cf8c8137265bb36e6a386e867caa47776394

Observation bb01a685-9aa8-44de-89d1-b46fbeb1afc0 · outbound

This paper cites Pilot patterns for channel estimation in OFDM.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot patterns for channel estimation in OFDM

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.855105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:debb3c9c41963f4403e98ff5700c881d0b7a47dd05b54a0ca1679a191ed7d933

Observation 9673524e-4732-4412-a112-6baf892a6533 · outbound

This paper cites Channel estimation techniques based on pilot arrangement in OFDM systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Channel estimation techniques based on pilot arrangement in OFDM systems

Reference 11

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.839832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:87323d921bc8965c52f9cb5b04487bc23b5a7a3d41a1c058ee6cb6f746417bbe

Observation aca06a54-7b16-4e72-b3e6-ee0518ad7ce1 · outbound

This paper cites Optimal pilot placement for channel tracking in OFDM.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Optimal pilot placement for channel tracking in OFDM

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.866061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:164892a5f1a33867602768dcf6c6471cd8c64a2ba5f12daf55f390b378d79f86

Observation b14fbdcb-24aa-4580-80ba-d51ee2b830d7 · outbound

This paper cites Pilot-symbol-aided channel estimation for OFDM in wireless systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot-symbol-aided channel estimation for OFDM in wireless systems

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.821172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:66a1d671874efe8e9bf7a142029806c7dbdcd9f12f5878b78be93247655322b8

Observation 3059acfc-1c78-44f9-aedc-2227e013ca8c · outbound

This paper cites Optimum pilot pattern for channel estimation in OFDM systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Optimum pilot pattern for channel estimation in OFDM systems

Reference 14

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.862502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:1508f28b0f9ead05e891054c34ed6ec31dd13ef5f9bf39fea770c85533ebdacb

Observation c6169ccd-7495-4026-b4e7-b85a7a9bd42e · outbound

This paper cites Optimal Training and Pilot Pattern Design for OFDM Systems in Rayleigh Fading.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Optimal Training and Pilot Pattern Design for OFDM Systems in Rayleigh Fading

Reference 15

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.884188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:85f4874d46fabfba37974cd4a6efe2d88656deb5a033ffd487a2c311ea7019dc

Observation 94b7c43e-faf2-4d41-bb19-e7b4a9fdded0 · outbound

This paper cites An Efficient Design of Doubly Selective Channel Estimation for OFDM Systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels An Efficient Design of Doubly Selective Channel Estimation for OFDM Systems

Reference 16

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.813686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:91968afc9b7d876301696a49e4f145d8e709788b01698c1711bee7ed19a8c782

Observation 77e2389c-c815-424d-9fc4-350ca60ffd37 · outbound

This paper cites Pilot pattern design scheme with branch and bound in PSA-OFDM system.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot pattern design scheme with branch and bound in PSA-OFDM system

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.848353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:df2f4289fcfb7e1447894875bd617ca61c7b7129c8b65d0cf4ce0fdbe2078e3a

Observation 4ad00dad-22a0-4874-bf00-30fecc58dd53 · outbound

This paper cites Pilot Pattern Design for Deep Learning-Based Channel Estimation in OFDM Systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pilot Pattern Design for Deep Learning-Based Channel Estimation in OFDM Systems

Reference 18

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.851550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:5c8dcff9a5ce6d1db0138b3909b34ea3aeeae03bd10393ef647398755e086fb5

Observation e06015d4-1a99-4037-b29d-876dba52a7c9 · outbound

This paper cites Pruning the Pilots: Deep Learning- Based Pilot Design and Channel Estimation for MIMO-OFDM Sys- tems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pruning the Pilots: Deep Learning- Based Pilot Design and Channel Estimation for MIMO-OFDM Sys- tems

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.873344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:c8b5b735a64146acc0743c67a7ee23819b6d5fac1b503fadc815760d98b7bccf

Observation 67a7a2e4-38c6-4d37-95a8-c6effcd1557d · outbound

This paper cites PD- CEViT: A Novel Pilot Pattern Design and Channel Estimation Net- work for OFDM Systems.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels PD- CEViT: A Novel Pilot Pattern Design and Channel Estimation Net- work for OFDM Systems

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.877790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:7363426959a9757bc0cd096f7725ee17c7d80a78e12c12227c859d529d8e7803

Observation e38b78ec-044a-46e1-b40c-2031f38f269b · outbound

This paper cites Characterization of Randomly Time-Variant Linear Chan- nels.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Characterization of Randomly Time-Variant Linear Chan- nels

Reference 21

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.858816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:3f9bee5467173c0a988b316ae48185cfa78547d50b15ba6cb76b210fc19b4aae

Observation a21c5272-6e63-4495-9eaa-d47795ce8fce · outbound

This paper cites an unresolved cited work.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-26T02:57:18.880444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:0aa9effe2b668317352eb69e24e9269db0425b183aa47c9b5f8dfd95635bd137

Observation 5a8966aa-ee5e-4420-940d-ddb0919a5aaf · outbound

This paper cites Pukelsheim,Optimal Design of Experiments, ser.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Pukelsheim,Optimal Design of Experiments, ser

Reference 23

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verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.843125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:98e6fd4c0f581be1b733a28859e2db90edacb4f38a8400fbc691c90be11f0cf7

Observation 207ab0cc-e143-4c90-b597-a898899fcd75 · outbound

This paper cites an unresolved cited work.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-26T02:57:18.859643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:eb72dd7eacc7cbef2eec96e3ac605cd7c31c4ee187ed2fdf0034c949d7babad4

Observation d28a970e-c58b-429d-a463-d643a2df19ce · outbound

This paper cites Sensor Selection via Convex Optimization.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Sensor Selection via Convex Optimization

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.862856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:8d78755d479a5015ba4b0021bcbb851474518eb165b58d7add21579077e148e8

Observation 2b2a0d6c-ee90-4563-9680-efcaf27da0f9 · outbound

This paper cites Dependent rounding and its applications to approximation algorithms.

Optimal Pilot Pattern Design for LMMSE Channel Estimation in OFDM Systems with Finite Block Size over Doubly Dispersive Channels Dependent rounding and its applications to approximation algorithms

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T02:57:18.881027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T19:25:27.105201Z digest=sha256:84873d018c6127fb4da6ba7df35476f2c0aa5a91e2a18d0ca90326a88d7c8b9e

Pith citing papers

No inbound Pith citation observations are available.