Paper Citation Record · LEDGER

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks

As of 21 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.00855.

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

pith.paper-citation-record.v1
2608.00855 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:21:19.666374Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy17
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 08f3f200-69ff-40c4-bad8-0fe631a0cbd7 · outbound

This paper cites Personalized feder- ated learning-driven beamforming optimization for integrated sensing and communication systems,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Personalized feder- ated learning-driven beamforming optimization for integrated sensing and communication systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:20.076473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f27be93c-21d9-43a1-ae3e-68248614d48a · outbound

This paper cites Robust decentralized learning with local updates and gradient tracking,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Robust decentralized learning with local updates and gradient tracking,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T15:21:19.558206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b10b32d7-6db8-4e58-8cc0-ec349fd9cb56 · outbound

This paper cites Delay opt. in hierarchical UA V-aided federated lea. for straggling IoT devices,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Delay opt. in hierarchical UA V-aided federated lea. for straggling IoT devices,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:20.046278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 36a6dd3c-9607-44cd-85eb-977beb711908 · outbound

This paper cites pFedWN: A personalized feder- ated learning framework for D2D wireless networks with heterogeneous data,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks pFedWN: A personalized feder- ated learning framework for D2D wireless networks with heterogeneous data,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:20.026329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0790e493-b612-4824-8996-11dcc40a6616 · outbound

This paper cites Channel-aware distributed transmission control and video streaming in UA V networks,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Channel-aware distributed transmission control and video streaming in UA V networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:20.010287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e1fb11fa-2541-4feb-b1d1-f5b957ec1bbc · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Communication-efficient learning of deep networks from decentralized data,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.993272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7f2f43c1-deec-4879-9ed7-20be849ed4d9 · outbound

This paper cites Scaffold: Stochastic controlled averaging for federated learning,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Scaffold: Stochastic controlled averaging for federated learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.976783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d2a64962-4205-4a75-b4bf-f1f3b942349a · outbound

This paper cites Federated optimization in heterogeneous networks,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Federated optimization in heterogeneous networks,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.960047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 543a527f-38ab-45d9-8811-984c6c11b30d · outbound

This paper cites Communication-Efficient Federated Learning with Adaptive Compression under Dynamic Bandwidth.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Communication-Efficient Federated Learning with Adaptive Compression under Dynamic Bandwidth

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:21:19.749709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a38f9387-c7f4-48e6-9c44-105dc0509c4b · outbound

This paper cites Small-scale-fading-aware resource allo. in wireless federated lea.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Small-scale-fading-aware resource allo. in wireless federated lea

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.943650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8f0ed844-d3c4-4361-975a-2a9fd4e61b3c · outbound

This paper cites Graph-based joint client clustering and resource allocation for wireless distributed learning: A new hierarchical federated learning framework with non-IID data,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Graph-based joint client clustering and resource allocation for wireless distributed learning: A new hierarchical federated learning framework with non-IID data,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.927369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a7967a03-1882-4c46-beec-45e5931cb620 · outbound

This paper cites Adaptive federated lea. over the air,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Adaptive federated lea. over the air,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.910615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad84560d-3c31-4289-987f-b667b083e6ee · outbound

This paper cites Federated learning via unmanned aerial vehicle,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Federated learning via unmanned aerial vehicle,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.893829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a39d77df-f3a5-4552-bb39-26b4c4f88947 · outbound

This paper cites Impact of an interfering node on unmanned aerial vehicle communications,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Impact of an interfering node on unmanned aerial vehicle communications,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.876015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9ddd52ee-283e-4bdf-baf0-3c8a5846031e · outbound

This paper cites Performance analysis of RIS-assisted UA V communication in NOMA networks,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Performance analysis of RIS-assisted UA V communication in NOMA networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.856496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 76acb8a8-17d7-4eea-a731-c912bba7597d · outbound

This paper cites To transmit or not to trans- mit? distributed queueing games in infrastructureless wireless networks,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks To transmit or not to trans- mit? distributed queueing games in infrastructureless wireless networks,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.836719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c90c0b1f-e05e-4b49-8942-d91cbd53f44d · outbound

This paper cites Optimal tradeoff between sum-rate efficiency and jain’s fairness index in resource allocation,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Optimal tradeoff between sum-rate efficiency and jain’s fairness index in resource allocation,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.817411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d557746e-ea30-48ea-b6e1-0cb50ddbe31e · outbound

This paper cites Distributed optimization and statistical learning via the alternating direction method of multipliers,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Distributed optimization and statistical learning via the alternating direction method of multipliers,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.799212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0c0f04d4-436a-430d-8e19-7d857ac4a100 · outbound

This paper cites Learning multiple layers of features from tiny images,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Learning multiple layers of features from tiny images,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T15:21:19.654571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d56ac993-6057-42ff-a063-1b800a62436a · outbound

This paper cites Expanding the Reach of Federated Learning by Reducing Client Resource Requirements.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Expanding the Reach of Federated Learning by Reducing Client Resource Requirements

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T15:21:19.659819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2794715d-8a34-4745-a14c-8d43bb82a9af · outbound

This paper cites Ensemble distillation for robust model fusion in federated learning,.

Partially-Observable Transmission Control for UAV-Enabled Federated Learning in IoT Networks Ensemble distillation for robust model fusion in federated learning,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:21:19.767683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.