Paper Citation Record · LEDGER

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics

As of 10 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2502.07467.

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

pith.paper-citation-record.v1
2502.07467 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:45:41.983849Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:28:09.337846Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:28:18.912350Z

Reference resolution

42 of 42 outbound references displayed

verified exact2
verified fuzzy30
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 535761f0-6e1b-4463-a4c7-4a507863dfb3 · outbound

This paper cites Wireless network design for control systems: A survey,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Wireless network design for control systems: A survey,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.563747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 085df334-04cb-4cde-9e45-d9894021b650 · outbound

This paper cites Control layer security: Exploiting unobservable cooperative states of autonomous systems for secret key generation,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Control layer security: Exploiting unobservable cooperative states of autonomous systems for secret key generation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.550222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e531bfeb-0a38-4ee6-b733-467599f4d8d4 · outbound

This paper cites Platoon based cooperative driving model with consideration of realistic inter-vehicle communication,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Platoon based cooperative driving model with consideration of realistic inter-vehicle communication,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.536983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 21506bb0-a536-4c29-92ba-42b5407cf495 · outbound

This paper cites Lunze, Control theory of digitally networked dynamic systems.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Lunze, Control theory of digitally networked dynamic systems

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.523606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 80327282-98cb-49b4-a500-14ccb48eae50 · outbound

This paper cites Joint communication and trajectory optimization for multi-uav enabled mobile internet of vehicles,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Joint communication and trajectory optimization for multi-uav enabled mobile internet of vehicles,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.510698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 88558181-907a-4a88-9b40-ddc33ad515b9 · outbound

This paper cites Federated learning via over- the-air computation,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Federated learning via over- the-air computation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.497660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 26692810-7184-47a4-a384-2e603681e3ef · outbound

This paper cites Over-the-air federated learning from heterogeneous data,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Over-the-air federated learning from heterogeneous data,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.484116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cdf5795e-e56b-4abe-877e-5f4952d4e669 · outbound

This paper cites Beamforming vector design and device selection in over-the-air federated learning,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Beamforming vector design and device selection in over-the-air federated learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.471395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1ac3bb47-9a45-4db6-a0ae-8ee9ee0f9e97 · outbound

This paper cites Joint trajectory and commu- nication optimization for uav-assisted over-the-air federated learning,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Joint trajectory and commu- nication optimization for uav-assisted over-the-air federated learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.458708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 30c6d03d-f148-4d66-aafe-5714878d9cb3 · outbound

This paper cites Reconfigurable intelligent surface-assisted wireless federated learning with imperfect aggregation,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Reconfigurable intelligent surface-assisted wireless federated learning with imperfect aggregation,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.444797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e7967d9f-17ee-4da0-9167-3bd74b103f20 · outbound

This paper cites Balancing accuracy and integrity for reconfigurable intelligent surface-aided over-the-air federated learning,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Balancing accuracy and integrity for reconfigurable intelligent surface-aided over-the-air federated learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.431170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6eb06b3-aab9-459b-a1b1-1cf01c3e762c · outbound

This paper cites Enhanced Over-the-Air Federated Learning Using AI-based Fluid Antenna System.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Enhanced Over-the-Air Federated Learning Using AI-based Fluid Antenna System

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.822194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19d7df4a-b667-4e68-a376-4dc24962cd08 · outbound

This paper cites Optimized over-the-air compu- tation for wireless control systems,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Optimized over-the-air compu- tation for wireless control systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.417146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8b02505-5e2f-4c7b-88bb-bfeaa9c976cc · outbound

This paper cites Wireless for control: Over-the- air controller,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Wireless for control: Over-the- air controller,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.403442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 001f36f4-ca11-4105-86a0-48baa323fa83 · outbound

This paper cites On the road to 6g: Visions, requirements, key technologies, and testbeds,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics On the road to 6g: Visions, requirements, key technologies, and testbeds,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.389331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e6f3f13f-583c-4c0f-a01a-01821aba1694 · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6g and beyond,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing and communications: Toward dual-functional wire- less networks for 6g and beyond,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.839789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a286fb2e-9d42-4915-9723-fcab46f26ac3 · outbound

This paper cites Integrated sensing and communication: Enabling tech- niques, applications, tools and data sets, standardization, and future directions,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing and communication: Enabling tech- niques, applications, tools and data sets, standardization, and future directions,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.366758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66d26544-2d73-4b63-b8e7-23b7f005ad8c · outbound

This paper cites A survey on fundamental limits of integrated sensing and communication,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics A survey on fundamental limits of integrated sensing and communication,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.848539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03877b42-9be2-4421-9fb3-29037c71e245 · outbound

This paper cites Joint bi-static radar and com- munications designs for intelligent transportation,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Joint bi-static radar and com- munications designs for intelligent transportation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.343668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1bac4ef2-176c-4288-adb1-4775daf6c597 · outbound

This paper cites Access management in joint sensing and communication systems: Efficiency versus fairness,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Access management in joint sensing and communication systems: Efficiency versus fairness,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.857533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca7584a-3f12-4a16-b8a2-c99ea9059d75 · outbound

This paper cites Integrated sensing and communication waveform design: A survey,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing and communication waveform design: A survey,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.320652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation efe21bd5-5a23-4245-8fb0-2a02e8be542e · outbound

This paper cites Code-division ofdm joint communication and sensing system for 6g machine-type communication,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Code-division ofdm joint communication and sensing system for 6g machine-type communication,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.306530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6193768a-3f03-44dd-9088-5f5b4baa20ac · outbound

This paper cites An overview of resource allocation in integrated sensing and communication,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics An overview of resource allocation in integrated sensing and communication,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.293085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c2c03202-1196-4cfe-9a68-3670b77535d2 · outbound

This paper cites Near-field integrated sensing and communications,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Near-field integrated sensing and communications,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.874754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e06f596b-81a8-41a1-9863-b5954a2fa2ef · outbound

This paper cites Integrated sensing and communication signals toward 5g- a and 6g: A survey,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing and communication signals toward 5g- a and 6g: A survey,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.878723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9940956f-a607-49f1-a1a2-900377bc8006 · outbound

This paper cites Monitoring vital signs and postures during sleep using wifi signals,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Monitoring vital signs and postures during sleep using wifi signals,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.262046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 04bc47ef-dc9f-479c-bf97-1a62476af83a · outbound

This paper cites Integrated sensing and communications (isac) for vehicular communication networks (vcn),.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing and communications (isac) for vehicular communication networks (vcn),

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.249238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a2cb965-9af3-47f6-acab-9b49779bc343 · outbound

This paper cites Isac from the sky: Uav trajectory design for joint communication and target localization,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Isac from the sky: Uav trajectory design for joint communication and target localization,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.236711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c61be71-beca-445b-bbb9-d4cd8d4ba55e · outbound

This paper cites Impact of 5g technologies on industry 4.0,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Impact of 5g technologies on industry 4.0,

Reference 29

Resolution: verified exact; doi, observed 2026-08-08T12:45:42.034504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 393b06f8-aefd-4323-8a3b-7dd3609b7104 · outbound

This paper cites Over-the-air integrated sens- ing, communication, and computation in iot networks,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Over-the-air integrated sens- ing, communication, and computation in iot networks,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.223362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 76608f54-f9e4-4675-9831-eb4c8c54231a · outbound

This paper cites Integrated sensing and over-the-air computation: Dual-functional mimo beamforming design,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing and over-the-air computation: Dual-functional mimo beamforming design,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.209512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cb43072b-2660-4664-a98c-8b787b33c3a1 · outbound

This paper cites Integrated sensing, communication and computation for over-the-air federated learning in 6g wireless networks,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Integrated sensing, communication and computation for over-the-air federated learning in 6g wireless networks,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.196869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a0d9284a-6542-44ab-aec9-95129a6a235e · outbound

This paper cites State Space System Modelling of a Quad Copter UAV.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics State Space System Modelling of a Quad Copter UAV

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:45:42.054978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3bfac200-3201-4c56-be25-85b0ef1e250b · outbound

This paper cites Modelling and control of quadcopter,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Modelling and control of quadcopter,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.183243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c0202078-a07f-4f94-b075-50b631d1a99a · outbound

This paper cites Rayleigh Fading Modeling and Chan- nel Hardening for Reconfigurable Intelligent Surfaces,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Rayleigh Fading Modeling and Chan- nel Hardening for Reconfigurable Intelligent Surfaces,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.169352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a38dfc8f-0a06-45d9-a16a-19851f612a60 · outbound

This paper cites Spectrally constrained mimo radar waveform design based on mutual information,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Spectrally constrained mimo radar waveform design based on mutual information,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.155055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7cf68ab-c09a-4843-b9e5-67d2e73bf96a · outbound

This paper cites Interference management for over-the-air federated learning in multi-cell wireless networks,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Interference management for over-the-air federated learning in multi-cell wireless networks,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.933266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7597f0d6-67cd-4d33-a00b-88e650194bfd · outbound

This paper cites an unresolved cited work.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:45:42.132220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 731b14e4-ab35-43c2-94bc-ab991019a46a · outbound

This paper cites an unresolved cited work.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.941688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33a074f7-ffac-45db-b182-771f43b34dc3 · outbound

This paper cites Full-duplex communication for isac: Joint beamforming and power optimization,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics Full-duplex communication for isac: Joint beamforming and power optimization,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T12:45:41.950396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a02730-c583-4667-a8f3-2dd99458a6c0 · outbound

This paper cites A survey of spectral factorization methods,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics A survey of spectral factorization methods,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.099819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4856b45-709d-444c-af47-91e78aedabfa · outbound

This paper cites An introduction to complex differentials and complex dif- ferentiability,.

Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics An introduction to complex differentials and complex dif- ferentiability,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:45:42.084666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation baa8704c-98e3-416b-b20c-5a09de7268e4 · inbound

Real Time Child Abduction And Detection System cites this paper.

Real Time Child Abduction And Detection System Integrated Sensing, Communication, and Over-The-Air Control of UAV Swarm Dynamics

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:28:19.026747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.