Paper Citation Record · LEDGER

WiFi Pathologies Detection using LLMs

As of 8 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 1 inbound Pith citation observation for arXiv:2506.06943.

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

pith.paper-citation-record.v1
2506.06943 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:49:08.931379Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:29:01.722453Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:37:09.620732Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy10
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78aea5df-e670-4d5d-b2ff-738b4da9f8d3 · outbound

This paper cites A Survey of Indoor Localization Systems and Technologies,.

WiFi Pathologies Detection using LLMs A Survey of Indoor Localization Systems and Technologies,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:11.500917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4505632-72b3-4a2c-ab00-c613c75984be · outbound

This paper cites Cisco Annual Report (2018–2023) white paper,.

WiFi Pathologies Detection using LLMs Cisco Annual Report (2018–2023) white paper,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:11.268738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d4beac99-199e-487f-bc2b-7908b394482c · outbound

This paper cites Diagnosing Wireless Packet Losses in 802.11: Separating Collision from Weak Signal,.

WiFi Pathologies Detection using LLMs Diagnosing Wireless Packet Losses in 802.11: Separating Collision from Weak Signal,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:11.054235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 703f97be-0b89-4792-a711-c46c143d4f00 · outbound

This paper cites Understanding 802.11 Performance in Heterogeneous Environments,.

WiFi Pathologies Detection using LLMs Understanding 802.11 Performance in Heterogeneous Environments,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:10.782426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3eb6d4c4-7a96-4715-b37d-4a7fddc2d91d · outbound

This paper cites Enabling Wireless LAN Troubleshooting,.

WiFi Pathologies Detection using LLMs Enabling Wireless LAN Troubleshooting,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:10.529408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e230e4ee-5c12-41c4-8362-f73e611b7104 · outbound

This paper cites On the Employment of Machine Learning Techniques for Troubleshooting WiFi Networks,.

WiFi Pathologies Detection using LLMs On the Employment of Machine Learning Techniques for Troubleshooting WiFi Networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:10.240783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 84ed8c5e-f649-431a-bfa7-c28ff652ce22 · outbound

This paper cites Can User-Level Probing Detect And Diagnose Common Home-WLAN Pathologies,.

WiFi Pathologies Detection using LLMs Can User-Level Probing Detect And Diagnose Common Home-WLAN Pathologies,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.994066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 82482818-ac7e-4b7d-964c-14d7824b484c · outbound

This paper cites Sanseviero, P.

WiFi Pathologies Detection using LLMs Sanseviero, P

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.733293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98c38467-087f-439c-affb-d782efdb4274 · outbound

This paper cites an unresolved cited work.

WiFi Pathologies Detection using LLMs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:49:09.469596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b60a57cc-74e2-4ad5-a40b-3b43f9c343ae · outbound

This paper cites WiSlow: A Wi-Fi Network Performance Troubleshooting Tool For End Users,.

WiFi Pathologies Detection using LLMs WiSlow: A Wi-Fi Network Performance Troubleshooting Tool For End Users,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.328697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d8b42920-83b5-419a-b197-c0649a229cfe · outbound

This paper cites (2021) DeepSig Dataset: RadioML 2018.01A.

WiFi Pathologies Detection using LLMs (2021) DeepSig Dataset: RadioML 2018.01A

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:09.107952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation dc8d6813-9e97-4e77-9ffb-da91b0993311 · inbound

Evidence-Grounded Ensemble Diagnosis of 802.11 Packet Captures: A Multi-Stage Pipeline with Deterministic Reliability Scoring cites this paper.

Evidence-Grounded Ensemble Diagnosis of 802.11 Packet Captures: A Multi-Stage Pipeline with Deterministic Reliability Scoring WiFi Pathologies Detection using LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:37:09.622361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.