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Paper Citation Record · LEDGER

Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2108.09103.

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

pith.paper-citation-record.v1
2108.09103 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T01:47:39.899796Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:28:52.502927Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e95aef2a-c164-4548-b6bc-23e0735694c8 · inbound

A Hybrid Gauss Markov LSTM Mobility Model for Indoor OWC cites this paper.

A Hybrid Gauss Markov LSTM Mobility Model for Indoor OWC Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:36:10.125207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T01:19:23.947232Z digest=sha256:0f452cf223a8898b9939f45af71a7ecc662f962dc7bbfe82804b668d25b99c04

Observation 17c89d0c-ed64-4ae0-af96-6aa766983eb7 · inbound

Mobility Aware Power Control for VCSEL Based Indoor OWC cites this paper.

Mobility Aware Power Control for VCSEL Based Indoor OWC Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:06:11.048902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-08T10:18:38.393576Z digest=sha256:e5249bc88b1b719513d1ce7d2f082a4eaaaebb3a00f5a4ab59065213daa5e66c

Observation f092f7a8-9a3d-4a80-bedc-9da0fc66bc59 · inbound

C2FL: Clustered Continual Federated Learning under Spatial and Temporal Drift cites this paper.

C2FL: Clustered Continual Federated Learning under Spatial and Temporal Drift Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:28:52.504811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T01:47:39.899796Z digest=sha256:efb2ff2a6ed59ea9ab65c481f185dc558348738d5f682e36abe9afc957c6390d