Paper Citation Record · LEDGER

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array

As of 21 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2504.16221.

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

pith.paper-citation-record.v1
2504.16221 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:14:15.470219Z

measured 23 of 23 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

23 of 23 outbound references displayed

verified exact0
verified fuzzy22
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 262c96a6-fb85-4065-999f-cf33c0046ad9 · outbound

This paper cites Over-the-Air computing for wireless data aggregation in massive IoT,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Over-the-Air computing for wireless data aggregation in massive IoT,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.736854Z

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 0b4aa1b8-5cea-49c4-a171-7ee0e3c9c3e8 · outbound

This paper cites A survey on Over-the-Air computation,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array A survey on Over-the-Air computation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.727056Z

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 122c8d17-f0ed-41fb-b74d-fcfc075246ec · outbound

This paper cites Integrated sensing, communication, and computation Over-the-Air: MIMO beamforming design,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Integrated sensing, communication, and computation Over-the-Air: MIMO beamforming design,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.716400Z

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 41d9c6d3-0cd2-4936-a76a-4b2a7bb8ec8d · outbound

This paper cites Multi-level Over-the-Air aggregation of mobile edge computing over D2D wireless networks,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Multi-level Over-the-Air aggregation of mobile edge computing over D2D wireless networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.705913Z

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 e15be0f9-b8f0-4e1b-aa4a-31b296b4f320 · outbound

This paper cites Over-the-Air split machine learning in wireless MIMO networks,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Over-the-Air split machine learning in wireless MIMO networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.695188Z

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 f1e22a4a-eb2c-472d-b094-b27603de297f · outbound

This paper cites Federated learning via Over-the-Air computation,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Federated learning via Over-the-Air computation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.684306Z

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 a2cb902e-c436-4d0b-8b2b-89ba9e50a57a · outbound

This paper cites Beamforming design based on two-stage stochastic optimization for RIS-assisted Over-the-Air computation systems,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Beamforming design based on two-stage stochastic optimization for RIS-assisted Over-the-Air computation systems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.672567Z

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 7da020d6-8686-45a2-be19-d81cefd62e93 · outbound

This paper cites Over-the-Air computation via reconfigurable intel- ligent surface,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Over-the-Air computation via reconfigurable intel- ligent surface,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.662391Z

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 99d1db4e-18a1-47f2-ad89-a112421881bb · outbound

This paper cites Active reconfigurable intelligent surface-aided Over- the-Air computation networks,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Active reconfigurable intelligent surface-aided Over- the-Air computation networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.652111Z

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 2cfbc56d-5b0e-4fc9-97b9-b957567e12d1 · outbound

This paper cites Fluid antenna systems,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Fluid antenna systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.640146Z

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 b6dcd33b-b8b3-4b8a-9d0b-83f17c0ca400 · outbound

This paper cites A new analytical approximation of the fluid antenna system channel,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array A new analytical approximation of the fluid antenna system channel,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.629295Z

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 c0557868-176a-4ee5-96af-52dcdf152c3d · outbound

This paper cites Opportunistic fluid antenna multiple access,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Opportunistic fluid antenna multiple access,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.618355Z

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 a4350eff-5b4f-422e-8025-3453614a454c · outbound

This paper cites Proactive monitoring via jamming in fluid antenna systems,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Proactive monitoring via jamming in fluid antenna systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.607831Z

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 bc1a8964-e387-4450-bc70-7523ee3d4f2b · outbound

This paper cites Fluid antenna array enhanced Over-the-Air computation,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Fluid antenna array enhanced Over-the-Air computation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.596818Z

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 98be3d4c-eff1-4f09-b8a2-fc348d4789af · outbound

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

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Enhanced Over-the-Air Federated Learning Using AI-based Fluid Antenna System

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:14:15.440959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3d7e0a3-3096-4edd-bbb7-df8fa2220250 · outbound

This paper cites Multi-beam forming with movable-antenna array,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Multi-beam forming with movable-antenna array,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.586448Z

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 e908e8d2-94e5-4de0-b779-6f75ec45a442 · outbound

This paper cites Compressive sensing for millimeter wave antenna array diagnosis,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Compressive sensing for millimeter wave antenna array diagnosis,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.576089Z

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 ca544231-b04f-401c-9b68-6d0cbd7dcaf4 · outbound

This paper cites Uplink channel estimation with hardware imperfections, antenna position error and channel correlation for nested and linear array antennas,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Uplink channel estimation with hardware imperfections, antenna position error and channel correlation for nested and linear array antennas,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.564275Z

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 c419335e-432f-4b70-a499-ceec133db087 · outbound

This paper cites Over-the-Air computing with imperfect CSI: Design and performance optimization,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Over-the-Air computing with imperfect CSI: Design and performance optimization,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.552254Z

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 d4a59de2-2666-4ef9-a5d8-19deb83ca56f · outbound

This paper cites Robust beamforming design for RIS-aided cell-free systems with CSI uncertainties and capacity-limited backhaul,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Robust beamforming design for RIS-aided cell-free systems with CSI uncertainties and capacity-limited backhaul,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.541971Z

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 b3a7adfe-ed7f-449b-a02d-0678d848f213 · outbound

This paper cites Intelligent and robust UA V-aided multiuser RIS communication technique with jittering UA V and imperfect hardware constraints,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Intelligent and robust UA V-aided multiuser RIS communication technique with jittering UA V and imperfect hardware constraints,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.532083Z

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 fbae96eb-0291-46a2-9813-d5c43ee4f01f · outbound

This paper cites Broyden’s quasi-newton methods for a nonlinear system of equations and unconstrained optimization: a review and open problems,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array Broyden’s quasi-newton methods for a nonlinear system of equations and unconstrained optimization: a review and open problems,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.520506Z

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 94622442-3e31-49cc-9d6f-7024f29fb083 · outbound

This paper cites A modified self-scaling memoryless broy- den–fletcher–goldfarb–shanno method for unconstrained optimization,.

Robust Resource Allocation for Over-the-Air Computation Networks with Fluid Antenna Array A modified self-scaling memoryless broy- den–fletcher–goldfarb–shanno method for unconstrained optimization,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:14:15.509944Z

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.