Paper Citation Record · LEDGER

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains

As of 23 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2412.02863.

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

pith.paper-citation-record.v1
2412.02863 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:04:15.701845Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

24 of 24 outbound references displayed

verified exact1
verified fuzzy19
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f347c08-cb92-4c45-8cbf-1ca23fad3453 · outbound

This paper cites Robots in the loop: Telepresence robots in everyday life,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Robots in the loop: Telepresence robots in everyday life,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:16.087208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 449e5d08-7f1e-4b80-aefb-9d31a1d403f2 · outbound

This paper cites Human Gesture Robot Control Using a Camera/Accelerometer-in-Palm Sensor,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Human Gesture Robot Control Using a Camera/Accelerometer-in-Palm Sensor,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:16.068980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 155c6146-0772-4af9-97eb-b764a836508d · outbound

This paper cites Deceptive actions to improve the attribution of rationality to playing robotic agents,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Deceptive actions to improve the attribution of rationality to playing robotic agents,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:16.053133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a776e7d4-b2dd-4a74-a05d-3e4214535232 · outbound

This paper cites UA V Vision-Based Nonlinear Formation Control Applied to Inspection of Electrical Power Lines,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains UA V Vision-Based Nonlinear Formation Control Applied to Inspection of Electrical Power Lines,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:16.037170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b867833a-b8d9-455f-a7ef-166c0cf1ffe4 · outbound

This paper cites Controlling a swarm of unmanned aerial vehicles using full-body k-nearest neighbor based action classifier.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Controlling a swarm of unmanned aerial vehicles using full-body k-nearest neighbor based action classifier

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:16.021066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18fa3a48-76f4-427e-a034-0558b36e4f3f · outbound

This paper cites Federated learning in robotic and autonomous systems,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Federated learning in robotic and autonomous systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:16.004787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0ecf2d0f-3aed-432a-96f3-f7db33202bc8 · outbound

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

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Communication-efficient learning of deep networks from decentralized data,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T23:04:15.624577Z

Source-reported events for the cited work

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Observation f9bc7ef6-ba72-4dcd-bf19-6383d8dbe806 · outbound

This paper cites Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:04:15.758761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 52d0c992-bd75-486c-aef8-c0bd46bf123b · outbound

This paper cites Gesture recognition using skeleton data with weighted dynamic time warping,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Gesture recognition using skeleton data with weighted dynamic time warping,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.979606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a39e0da-f0a2-4e0c-b142-0da842dd71cb · outbound

This paper cites A differential evolution approach to optimize weights of dynamic time warping for multi-sensor based gesture recognition,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains A differential evolution approach to optimize weights of dynamic time warping for multi-sensor based gesture recognition,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.963652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45fbfbfe-ff5a-4a92-ab25-e2ff89ce146b · outbound

This paper cites Dynamic Hand Gesture Recognition Using 3DCNN and LSTM with FSM Context-Aware Model,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Dynamic Hand Gesture Recognition Using 3DCNN and LSTM with FSM Context-Aware Model,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.946680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2fa7d15-a861-4e72-a79a-98f25b8968f4 · outbound

This paper cites Human activity recognition using federated learning,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Human activity recognition using federated learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.931722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1de171ad-8ea8-4291-9e66-d672db0e1223 · outbound

This paper cites Drone.io: A Gestural and Visual Interface for Human- Drone Interaction,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Drone.io: A Gestural and Visual Interface for Human- Drone Interaction,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.917099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2661787-7446-485f-9620-804e4e83ba8f · outbound

This paper cites Real-Time Human- UA V Interaction: New Dataset and Two Novel Gesture-Based Interacting Systems,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Real-Time Human- UA V Interaction: New Dataset and Two Novel Gesture-Based Interacting Systems,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.902213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c7fa83bb-62b2-4877-917c-b3bf784a2d6f · outbound

This paper cites Real-Time Human Detection and Gesture Recognition for On-Board UA V Rescue,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Real-Time Human Detection and Gesture Recognition for On-Board UA V Rescue,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.886245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ed4aad9-a1bc-45b3-bea6-e776ef96b7f5 · outbound

This paper cites Microsoft coco: Common objects in con- text,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Microsoft coco: Common objects in con- text,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T23:04:15.662841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 247e6d46-33e8-4c40-8bdf-0d8614445402 · outbound

This paper cites Uav-gesture: A dataset for uav control and gesture recognition,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Uav-gesture: A dataset for uav control and gesture recognition,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.860773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 539b1d64-8194-4efb-83ae-203f3d3f72ae · outbound

This paper cites Drone-Action: An Outdoor Recorded Drone Video Dataset for Action Recognition,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Drone-Action: An Outdoor Recorded Drone Video Dataset for Action Recognition,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.843732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01be55ee-8692-48c0-a838-6da7f6eab43d · outbound

This paper cites Fed- erated learning in the sky: Aerial-ground air quality sensing framework with uav swarms,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Fed- erated learning in the sky: Aerial-ground air quality sensing framework with uav swarms,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.829188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97d9b5e4-eff4-4e07-83dd-81c75e1ed691 · outbound

This paper cites Federated learning and autonomous uavs for hazardous zone detection and aqi prediction in iot environment,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Federated learning and autonomous uavs for hazardous zone detection and aqi prediction in iot environment,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.814258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8582227e-fe79-470b-b3d1-4b9f55fd9461 · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentral- ized Data,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Communication-Efficient Learning of Deep Networks from Decentral- ized Data,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.799449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3c21a25-7c94-4447-a1a2-5a6460adb788 · outbound

This paper cites The MRS UA V System: Pushing the Frontiers of Repro- ducible Research, Real-world Deployment, and Education with Au- tonomous Unmanned Aerial Vehicles,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains The MRS UA V System: Pushing the Frontiers of Repro- ducible Research, Real-world Deployment, and Education with Au- tonomous Unmanned Aerial Vehicles,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:04:15.783782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07cd20af-41b3-4a9b-8ea1-559554afbfcc · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Flower: A Friendly Federated Learning Research Framework

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T23:04:15.697767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b392c3b-e68b-4100-ba6f-1530c1daeeed · outbound

This paper cites Scikit-learn: Machine learning in Python,.

Proximal Control of UAVs with Federated Learning for Human-Robot Collaborative Domains Scikit-learn: Machine learning in Python,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T23:04:15.701845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.