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Paper Citation Record · LEDGER

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality

As of 23 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2411.12265.

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

pith.paper-citation-record.v1
2411.12265 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:48:47.122756Z

measured 15 of 15 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

15 of 15 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d61fa121-e760-4028-84bf-8997c8a635b2 · outbound

This paper cites What Will Wi-Fi 8 Be? A Primer on IEEE 802.11bn Ultra High Reliability.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality What Will Wi-Fi 8 Be? A Primer on IEEE 802.11bn Ultra High Reliability

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-12T17:48:47.356762Z

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=2026-08-12T17:48:46.764399Z digest=sha256:b7e16f17d3046022f0259c4dfad4c757cc5ac6851c1b661e96546524204b24aa

Observation 0ee79b2d-18b0-44fc-ad7b-3a15145d9fc4 · outbound

This paper cites Machine Learning Empowered Emerging Wireless Networks in 6G: Recent Advancements, Challenges and Future Trends,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Machine Learning Empowered Emerging Wireless Networks in 6G: Recent Advancements, Challenges and Future Trends,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:48.277144Z

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=2026-08-12T17:48:46.857005Z digest=sha256:55c449806e3e15425a490b9b90be45924f9497d1741dbea61062f6a1de8f7a46

Observation 16653ec2-63a9-48f5-bab0-8ca921d46511 · outbound

This paper cites Machine Learning for Large-Scale Optimization in 6G Wireless Networks,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Machine Learning for Large-Scale Optimization in 6G Wireless Networks,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T17:48:46.869702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:48:46.869702Z digest=sha256:9ccae02cd19a5aa7d4749f1987e906e044e442de0779ce972c317d5d108446f8

Observation 65f727f7-e811-45be-a9ce-d8aa78577d93 · outbound

This paper cites Advanced Mobility Robustness Optimization Mod- els in Future Mobile Networks Based on Machine Learning Solutions,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Advanced Mobility Robustness Optimization Mod- els in Future Mobile Networks Based on Machine Learning Solutions,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:48.220680Z

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=2026-08-12T17:48:46.876909Z digest=sha256:3afb2669711c2fae839f172cdcd4d47d8f3befa164dc9f014da7337d0b242a60

Observation 8ed9e808-6660-409a-8d82-fd882724f361 · outbound

This paper cites Knowledge-Driven Machine Learning and Applications in Wireless Communications,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Knowledge-Driven Machine Learning and Applications in Wireless Communications,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:48.191023Z

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=2026-08-12T17:48:46.889451Z digest=sha256:e32802d96fa609cb8f16ce0096232f433b2f4740abc94ddd40dd731a3364bcd4

Observation 9bfe1158-6a8a-46c1-bcf7-4be93dbe2e99 · outbound

This paper cites Dynamic Multichannel Access Based on Deep Reinforcement Learning in Dis- tributed Wireless Networks,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Dynamic Multichannel Access Based on Deep Reinforcement Learning in Dis- tributed Wireless Networks,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:48.081922Z

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=2026-08-12T17:48:46.897959Z digest=sha256:461b99d5de9a7388ff88697cd2625c8d8dc4bc732b8abbf1cf1f35eda5c8df7b

Observation 00d96073-d8e9-4a35-9da6-a7318d25f08f · outbound

This paper cites Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Wi-Fi Meets ML: A Survey on Improving IEEE 802.11 Performance With Machine Learning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:48.007037Z

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=2026-08-12T17:48:46.908927Z digest=sha256:c0d0d87fac56e8dc89a75fa57519ba20ba58a35cb8d69b2f97eb28e9a8ade614

Observation cb5eda19-d4c6-46c1-8f17-091d69073c1e · outbound

This paper cites DeepWiFi: Cognitive WiFi with Deep Learning,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality DeepWiFi: Cognitive WiFi with Deep Learning,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:47.940204Z

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=2026-08-12T17:48:46.998094Z digest=sha256:2a8ed6a5da26e75b2abef00bb757a2d7df16ba84b28cdaaf5906b79db02be475

Observation 7a40d218-7697-4c3a-8821-1eafa95eadfb · outbound

This paper cites Feature-Based Deep Neural Networks for Short-Term Prediction of WiFi Channel Occupancy Rate,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Feature-Based Deep Neural Networks for Short-Term Prediction of WiFi Channel Occupancy Rate,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:47.723522Z

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=2026-08-12T17:48:47.079666Z digest=sha256:fec1760d5595925a9ee6fa9039b1f6b42e646adc88a1a2e97cb05644cf6e4213

Observation f39d8e5a-0de5-4188-b3cd-56b77b569e65 · outbound

This paper cites Predicting Wire- less Channel Quality by Means of Moving Averages and Regression Models,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Predicting Wire- less Channel Quality by Means of Moving Averages and Regression Models,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:47.697313Z

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=2026-08-12T17:48:47.086757Z digest=sha256:3cdee25bd2e87d7581967d0b8accdd395ddb5928289d093bf374c03c0e692f27

Observation e7011c88-8636-4c67-b0bf-e1676d457777 · outbound

This paper cites Linear Combination of Exponential Moving Averages for Wire- less Channel Prediction,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Linear Combination of Exponential Moving Averages for Wire- less Channel Prediction,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:47.660797Z

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=2026-08-12T17:48:47.093758Z digest=sha256:e43537bb7726a49b327e281c65233d66a1ae0e6cfaf9ba8e0b88cd118f705be0

Observation 21fb661a-2eb4-45a4-a166-f0f4d0547030 · outbound

This paper cites Predicting Wi-Fi link quality through artificial neural networks,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality Predicting Wi-Fi link quality through artificial neural networks,

Reference 12

Resolution
verified exact
doi, observed 2026-08-12T17:48:47.314044Z

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=2026-08-12T17:48:47.102507Z digest=sha256:cd515bdbdb68857298b28bbccb396487bd8f01fda4e99d7e5a3cb26f3ffee252

Observation 5a623105-65b6-4050-9ce8-91243a997259 · outbound

This paper cites 1–4379, 2021.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality 1–4379, 2021

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-12T17:48:47.110824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:48:47.110824Z digest=sha256:275c66cf1f80af3d33a9c51b3ab57c460b856a3173543642656e341b2b6d8271

Observation 48258f13-dd87-4d9d-918e-e0a6fb0f8721 · outbound

This paper cites SDMAC: A Software-Defined MAC for Wi-Fi to Ease Implementation of Soft Real-Time Applica- tions,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality SDMAC: A Software-Defined MAC for Wi-Fi to Ease Implementation of Soft Real-Time Applica- tions,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:47.513878Z

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=2026-08-12T17:48:47.116412Z digest=sha256:384a8679d27cc026ed2d5a7dc45959973b0a855082b8e88fc2c70bfdff55b4e3

Observation f9b88f0c-ff29-454b-bdec-15e3f6699927 · outbound

This paper cites On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links,.

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T17:48:47.392827Z

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=2026-08-12T17:48:47.122756Z digest=sha256:324c25def017c38e85f68b86de2206918ff4efe73f81ad625b6e0f57354fd8fc

Pith citing papers

No inbound Pith citation observations are available.