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Paper Citation Record · LEDGER

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking

As of 10 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2507.21895.

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

pith.paper-citation-record.v1
2507.21895 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:23:12.723392Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T06:32:24.954295Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T06:35:24.818019Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact1
  • verified fuzzy41
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4d0feafe-2b41-408c-bf39-4865512444d2 · outbound

This paper cites SensCAP: A systematic sensing capability performance metric for 6G ISAC,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking SensCAP: A systematic sensing capability performance metric for 6G ISAC,

Reference 1

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raw_fallback, observed 2026-08-06T12:23:13.371630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.534526Z digest=sha256:c225e27b9a66805c8563ef80e11d8e04f70e26e0293b98fe9218bfa841bd2898

Observation 1dafc648-73e8-49f7-a222-cc748037ac69 · outbound

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

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 2

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raw_fallback, observed 2026-08-06T12:23:13.358337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 29f073b0-5a04-4c61-9f3f-11dbd60af410 · outbound

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

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Full-duplex communication for ISAC: Joint beamforming and power optimization,

Reference 3

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raw_fallback, observed 2026-08-06T12:23:13.343105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.543855Z digest=sha256:3463b58c1bac1ee30041d48ceb6d2a4622131f52892d61705055755aa0450bf0

Observation 3e2583aa-81ab-4303-97be-ffc98a5f37c9 · outbound

This paper cites SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework

Reference 4

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local_arxiv, observed 2026-08-06T12:23:12.766310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.548353Z digest=sha256:bb86b3f7f29066b06ee83f7230e89350f9d1e110929b54a7b43b4ac94e337ac5

Observation 06732b76-9fb7-4114-bd98-fa38d2332cd3 · outbound

This paper cites Integrated scheduling of sensing, communication, and control for mmWave/THz communications in cellular connected UA V networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Integrated scheduling of sensing, communication, and control for mmWave/THz communications in cellular connected UA V networks,

Reference 5

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raw_fallback, observed 2026-08-06T12:23:13.329190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.553413Z digest=sha256:2bad3b28fdfcb1fb95326eb07738857d595fd2a1798ab5456dc32f11c1bb1a32

Observation 5d0e8125-03b4-4205-9a1c-d5b1ef1eab80 · outbound

This paper cites Performance of joint sensing-communication cooperative sensing UA V network,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Performance of joint sensing-communication cooperative sensing UA V network,

Reference 6

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raw_fallback, observed 2026-08-06T12:23:13.315123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.557896Z digest=sha256:637beb7886c6053c3d66bfb0d308e693c83fc2640834889804649483b7a09630

Observation d6fa67cf-0adf-4236-b5bf-e4a894db29d7 · outbound

This paper cites ISAC from the sky: UA V trajectory design for joint communication and target localization,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking ISAC from the sky: UA V trajectory design for joint communication and target localization,

Reference 7

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raw_fallback, observed 2026-08-06T12:23:13.300415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.562970Z digest=sha256:b28b72eadf8090ce63c6bdcaa4d7b5fff5f9e531ad025110ec8633cb430e4e4d

Observation 33727781-fb90-4655-b860-eeb83950e2ff · outbound

This paper cites ISAC enabled cooperative detection for cellular-connected UA V net- work,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking ISAC enabled cooperative detection for cellular-connected UA V net- work,

Reference 8

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raw_fallback, observed 2026-08-06T12:23:13.286687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.567373Z digest=sha256:143a525872c20579fc008511423e4fe0497909be9a30182fce6c1889f0887726

Observation ed948711-63eb-4d50-90fa-75dda2fb312c · outbound

This paper cites Taking drones to the next level: Cooperative distributed unmanned- aerial-vehicular networks for small and mini drones,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Taking drones to the next level: Cooperative distributed unmanned- aerial-vehicular networks for small and mini drones,

Reference 9

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raw_fallback, observed 2026-08-06T12:23:13.272591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.571546Z digest=sha256:db33c22bc7dd9cf50c9974c729f4f9c0cc47f77b8dd1421362de65c8cda95f85

Observation 33b9b724-ad20-415b-9574-e18bb7eb2900 · outbound

This paper cites A tutorial on UA Vs for wireless networks: Applications, challenges, and open problems,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking A tutorial on UA Vs for wireless networks: Applications, challenges, and open problems,

Reference 10

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raw_fallback, observed 2026-08-06T12:23:13.258948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.576668Z digest=sha256:3263d3d5300739653beeed108564140e9aeff4cc5ca5456bf3c39397c60b13e7

Observation 41619df5-693c-4dac-91ea-5c8e84160038 · outbound

This paper cites Accessing from the sky: A tutorial on UA V communications for 5G and beyond,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Accessing from the sky: A tutorial on UA V communications for 5G and beyond,

Reference 11

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raw_fallback, observed 2026-08-06T12:23:13.244724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.581059Z digest=sha256:6137f48b4f0cd378d1fa25db78d3bc919fa4f1986804138256cd118e4cd368ab

Observation 34682a01-7da9-48ba-9cb9-aff287b31687 · outbound

This paper cites Temporal-assisted beamform- ing and trajectory prediction in sensing-enabled UA V communications,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Temporal-assisted beamform- ing and trajectory prediction in sensing-enabled UA V communications,

Reference 12

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raw_fallback, observed 2026-08-06T12:23:13.230590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.585314Z digest=sha256:99d78aa1b5df26007b25fc26bd65ad5424c612c83d2c80f0f3603b957fc86c52

Observation 667a532f-fae0-4dc2-89f6-bcbe32597f4c · outbound

This paper cites Joint maneuver and beamforming design for UA V-enabled integrated sensing and communication,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Joint maneuver and beamforming design for UA V-enabled integrated sensing and communication,

Reference 13

Resolution
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raw_fallback, observed 2026-08-06T12:23:13.216640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.590360Z digest=sha256:9f62199b78fe2ac7afc24e34c0fb6f2ec4aa41f6164b893396e2dbc5529f0f1d

Observation 3e6b39f8-ec82-4de0-983c-3a85a948628b · outbound

This paper cites UA V-enabled integrated sensing and communication: Opportunities and challenges,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking UA V-enabled integrated sensing and communication: Opportunities and challenges,

Reference 14

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raw_fallback, observed 2026-08-06T12:23:13.203464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.595295Z digest=sha256:099b7b80f345650637421a6b847a94797003b0e75a6f69ff9781732d506b20d4

Observation 013b99ef-528a-42c6-b83f-c5a4a6e2d47d · outbound

This paper cites UA V-assisted communications in SAGIN-ISAC: Mobile user tracking and robust beamforming,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking UA V-assisted communications in SAGIN-ISAC: Mobile user tracking and robust beamforming,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:13.190059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.599503Z digest=sha256:ea445026d1313f6e0c57fa5de49d0a28ee63fc1c8babc95d9735417ca69cba67

Observation 75b3cf93-c8b3-4805-b9da-3addf895ce88 · outbound

This paper cites Radar-communication spectrum sharing and integration: Overview and prospect,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Radar-communication spectrum sharing and integration: Overview and prospect,

Reference 16

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raw_fallback, observed 2026-08-06T12:23:13.176658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.603801Z digest=sha256:24b99109ad35e276f654460443c8b31c042db16d20e2e58a377606388dfd72b9

Observation 73bc697a-b4b2-4990-a3ff-bbe4c80005d4 · outbound

This paper cites 5G mmWave positioning for vehicular networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking 5G mmWave positioning for vehicular networks,

Reference 17

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raw_fallback, observed 2026-08-06T12:23:13.162538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.608226Z digest=sha256:10a202177dfb8bef947283fd3365316f969dd028b778ad47f0b7ed1c68198371

Observation 5f6e4c08-a632-4a11-8727-540c1fcae4a3 · outbound

This paper cites Constrained utility maximization in dual-functional radar-communication multi-UA V networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Constrained utility maximization in dual-functional radar-communication multi-UA V networks,

Reference 18

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raw_fallback, observed 2026-08-06T12:23:13.148778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.612690Z digest=sha256:644398a8c71591116330f4272eaa78011ef0f6b99ebb51fbed05f4fb68ab51c9

Observation 9937857f-1e8c-49d5-8d89-d0f0919a4fe9 · outbound

This paper cites Joint trajectory and communication design for multi-UA V enabled wireless networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Joint trajectory and communication design for multi-UA V enabled wireless networks,

Reference 19

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raw_fallback, observed 2026-08-06T12:23:13.134586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.616894Z digest=sha256:6d53ea8bfff8f9e9a11dbdc299bdffa7f1b300b36e0cc46ee675e15c3b567e00

Observation b1b8f09f-7c31-4190-aca1-7264c72efae2 · outbound

This paper cites User association and power control for UA V- enabled cellular networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking User association and power control for UA V- enabled cellular networks,

Reference 20

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raw_fallback, observed 2026-08-06T12:23:13.120395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.621033Z digest=sha256:2e799e048b7b622e22bea2e543ae6d1cb6d4ca988dc5e64742cb9bc1a48b928b

Observation 0c15bfcb-065c-4884-a5f2-1d258da47323 · outbound

This paper cites Cognitive chaotic UWB-MIMO detect-avoid radar for autonomous UA V navigation,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Cognitive chaotic UWB-MIMO detect-avoid radar for autonomous UA V navigation,

Reference 21

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raw_fallback, observed 2026-08-06T12:23:13.106972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.625477Z digest=sha256:f5fd6856c65401ba4088df79547e607553670c3436f5993abf8a7bbf39777938

Observation fc9b24c1-5d1e-40ce-b2cf-11f3a3d769c8 · outbound

This paper cites Distributed path optimization of multiple UA Vs for AOA target localization,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Distributed path optimization of multiple UA Vs for AOA target localization,

Reference 22

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raw_fallback, observed 2026-08-06T12:23:13.092773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.629615Z digest=sha256:b167799a3e959dcfb2dd3f65306e708419c1af6716111a8fe6cd7f0619a5b208

Observation 3d98767d-0476-460d-b234-8c85962664e0 · outbound

This paper cites Radar aided beam alignment in MmWave V2I communications supporting antenna diversity,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Radar aided beam alignment in MmWave V2I communications supporting antenna diversity,

Reference 23

Resolution
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raw_fallback, observed 2026-08-06T12:23:13.078726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.634139Z digest=sha256:10519d8faf89c489607ef6beaaa8021d5854ee7c68b2709e1b48443c8a9efe87

Observation 12ade42b-7cef-4ff6-9b42-65c57049ad7c · outbound

This paper cites Radar-assisted predictive beamforming for vehicular links: Communication served by sensing,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Radar-assisted predictive beamforming for vehicular links: Communication served by sensing,

Reference 24

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raw_fallback, observed 2026-08-06T12:23:13.064423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.638183Z digest=sha256:8101c418b945f44a312ec7192fffadc5c8ecec971822f87ce2f5050789f881ea

Observation 726b098d-f15c-4955-a719-f3a0754cfcb7 · outbound

This paper cites Bayesian predictive beamforming for vehicular networks: A low-overhead joint radar-communication approach,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Bayesian predictive beamforming for vehicular networks: A low-overhead joint radar-communication approach,

Reference 25

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raw_fallback, observed 2026-08-06T12:23:13.049808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.642469Z digest=sha256:099e377be9438c326ef91ab03700d96274156790c9f7a9ea30bf5c7c3fe9008f

Observation d27c34e1-59e0-4b50-8b25-91c46a2f4288 · outbound

This paper cites Ve- hicular connectivity on complex trajectories: Roadway-geometry aware ISAC beam-tracking,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Ve- hicular connectivity on complex trajectories: Roadway-geometry aware ISAC beam-tracking,

Reference 26

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raw_fallback, observed 2026-08-06T12:23:13.035453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.646894Z digest=sha256:c161b47b9c16edf75011b2affd7733012b4ca954f5873da799e9af172cc6de15

Observation 5324d096-5dc6-40cb-b77d-e76a5c185579 · outbound

This paper cites Integrated sensing and communications for V2I networks: Dynamic predictive beamforming for extended vehicle targets,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Integrated sensing and communications for V2I networks: Dynamic predictive beamforming for extended vehicle targets,

Reference 27

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raw_fallback, observed 2026-08-06T12:23:13.022075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.651360Z digest=sha256:6cd7c19865d3233bee18fe7850d386c9d424503aa71f9652ef96a585378f1ae4

Observation e4144fe1-8583-45d8-869f-0e2ca5338fdf · outbound

This paper cites Integrated sensing and communication-assisted orthogonal time frequency space transmission for vehicular networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Integrated sensing and communication-assisted orthogonal time frequency space transmission for vehicular networks,

Reference 28

Resolution
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raw_fallback, observed 2026-08-06T12:23:13.008801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.655544Z digest=sha256:0455a381edfd6821d5497f55b298ff10d34b6482b8089d711434b31716d61098

Observation 6314d8e9-9ee1-4146-ad19-113dbfdacaf5 · outbound

This paper cites Sensing as a service in 6G perceptive networks: A unified framework for ISAC resource allocatio,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Sensing as a service in 6G perceptive networks: A unified framework for ISAC resource allocatio,

Reference 29

Resolution
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raw_fallback, observed 2026-08-06T12:23:12.994864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.659797Z digest=sha256:f1870f3957edea9eaf69cc36640163249be29ec2a579a88214fecd730569720e

Observation 0c0f6407-e2d8-46b8-98a4-faafb09e7d99 · outbound

This paper cites Fast channel estimation and beam tracking for millimeter wave vehic- ular communications,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Fast channel estimation and beam tracking for millimeter wave vehic- ular communications,

Reference 30

Resolution
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raw_fallback, observed 2026-08-06T12:23:12.980360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.663917Z digest=sha256:d506bacf6404628aaf62ffc05ffb35d9ae83a14bf0b066de9f66983b30634d72

Observation 42b075e1-6120-4529-9dc9-a173bb2c4efe · outbound

This paper cites Codebook-based training beam sequence design for millimeter-wave tracking systems,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Codebook-based training beam sequence design for millimeter-wave tracking systems,

Reference 31

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raw_fallback, observed 2026-08-06T12:23:12.965263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.668408Z digest=sha256:d8fea4295ad0f0c808055e9fc169121a246b3e014e74a43ef0d449815607f5b9

Observation 4826152c-e7cd-4d03-b401-1f41cd43047b · outbound

This paper cites Angle domain hybrid precoding and channel tracking for millimeter wave massive MIMO systems,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Angle domain hybrid precoding and channel tracking for millimeter wave massive MIMO systems,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.951972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.672615Z digest=sha256:b6eca868789a1af56572e0545a1683ea75710e697a6f90139bfa322b6b2e7e22

Observation 4ae104a3-da29-4207-b01e-a8ed53445384 · outbound

This paper cites Throughput maximization for UA V-enabled integrated periodic sensing and com- munication,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Throughput maximization for UA V-enabled integrated periodic sensing and com- munication,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.938248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.676789Z digest=sha256:14e5500c34d87ffc2add0d074f25710076243de18c59d34b92bfc8a57cd3b6ef

Observation 378b32db-2e9d-4f78-93b5-4147c23bb126 · outbound

This paper cites Dynamic ISAC beamforming design for UA V-enabled vehicular networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Dynamic ISAC beamforming design for UA V-enabled vehicular networks,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.924419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.681864Z digest=sha256:c27224ad0a64058311234bb428dfb7acfb1d327ba8c83327f0a9f0df073e5cfc

Observation e16a1597-883b-49d9-90f0-09c59bd7c2f4 · outbound

This paper cites UA V aided integrated sensing and communica- tions,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking UA V aided integrated sensing and communica- tions,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.911011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.687441Z digest=sha256:8bdf261e01ad5afa42feb6b77f0cc02ea0861e4d1d3479bf5261d5e06b27eb4d

Observation 59f85703-e4f7-4512-a37f-5598df128434 · outbound

This paper cites Age of informa- tion in a cellular internet of UA Vs: Sensing and communication trade- off design,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Age of informa- tion in a cellular internet of UA Vs: Sensing and communication trade- off design,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.897578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.691552Z digest=sha256:82cc3559668675ea368529e7f442fc41ea639ad5d3a6dede017a7ec3a9509496

Observation 7ed3c92e-23dd-4f2e-a57c-2842c26701d5 · outbound

This paper cites Drone detection and radar-cross-section measurements by RAD-DAR,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Drone detection and radar-cross-section measurements by RAD-DAR,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.883594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.695491Z digest=sha256:8fa254c4264ead7dc3a565699789bf4d72c11b309855259efe9f9771176c61b3

Observation c5651518-519d-4ed0-a3bc-5fd9d632da61 · outbound

This paper cites an unresolved cited work.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:23:12.870337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.699190Z digest=sha256:8e4338717471dbe3ad34a5e5bb7d90a3c88491c6e6220f777176d9f6cd555bc0

Observation f8eecef9-12f3-4120-a3ed-b4d87e6b83b7 · outbound

This paper cites MIMO radar with colocated antennas,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking MIMO radar with colocated antennas,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.856661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.703538Z digest=sha256:d4ad91227fb12da9ad69b657e26b1ebf88bb789e20b5f71eafa63700240d0593

Observation 71108bb7-5a0a-41d9-b0e8-eeb77acef778 · outbound

This paper cites CVX: MATLAB software for disciplined convex program- ming,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking CVX: MATLAB software for disciplined convex program- ming,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.841008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.707407Z digest=sha256:ccf530cb48d0d323f2bff84da2d14dba101a79e9b610899296a5e06ff52b5e60

Observation 5e687648-3668-4a63-8a1c-4da419d2d686 · outbound

This paper cites Coalitional game theory for communication networks,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Coalitional game theory for communication networks,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.826445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.711201Z digest=sha256:19a7bd2d8e4a810cecbd0cee566d505bac8742d45333afff631ef57d081b0ff3

Observation 952a04bd-19c4-43eb-9246-45a1b8ed8b4c · outbound

This paper cites A generic approach to coalition formation,.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking A generic approach to coalition formation,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.811950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.715091Z digest=sha256:62dac3e4ad0fed8d6841f2f2e5dacb23205221cc63030d8be109b893206bb7fb

Observation 07595d39-61e6-427f-a06a-d9bac8cbf809 · outbound

This paper cites Boyd and L.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Boyd and L

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:23:12.797324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.719404Z digest=sha256:88dbcbab7ee1f70e1f919a25eda4fb19be4845c96688dcf4727b4774de9d71a0

Observation bdcdf137-0b71-4bfc-a568-df9cc93a07fc · outbound

This paper cites an unresolved cited work.

Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:23:12.781638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T12:23:12.723392Z digest=sha256:f0d9e384dac903bfa8e9ff60586d97f6cc9e4e25a2337d494a303272b030915c

Pith citing papers

Observation f3dcbc40-959a-4a98-a294-4c38b3623381 · inbound

Curriculum-Guided Heterogeneous Multi-Agent Intelligence for Multi-UAV Cooperative ISAC cites this paper.

Curriculum-Guided Heterogeneous Multi-Agent Intelligence for Multi-UAV Cooperative ISAC Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-20T01:42:56.869464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T01:38:11.826626Z digest=sha256:20c620f58655d59cab3c9b6347afcdbce79b708b9259f6c54db8b241b4544781

Observation e3adb6a3-ef34-4f9b-8118-781c6e2bc7e7 · inbound

Curriculum-Guided Heterogeneous Multi-Agent Intelligence for Multi-UAV Cooperative ISAC cites this paper.

Curriculum-Guided Heterogeneous Multi-Agent Intelligence for Multi-UAV Cooperative ISAC Beamforming-based Achievable Rate Maximization in ISAC System for Multi-UAV Networking

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-25T06:35:24.820569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-25T06:32:24.954295Z digest=sha256:7c17def242437c54f7745b2f6754b92d9a02e4e213e5d0c40878ba32ef5d6575