Paper Citation Record · LEDGER

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation

As of 4 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.26679.

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

pith.paper-citation-record.v1
2607.26679 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:58:58.122314Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved18
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malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 34cb191b-1713-4954-9f7a-8fe9bfcbe35c · outbound

This paper cites Integrated sensing, communication, and computation for low-altitude networks towards seamless connectivity and connected intelligence,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Integrated sensing, communication, and computation for low-altitude networks towards seamless connectivity and connected intelligence,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:55.876803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14a4d10-1f8b-4f3b-8a30-3625ca1051f2 · outbound

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

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Integrated sensing and communications: Toward dual- functional wireless networks for 6G and beyond,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:55.963922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf9e6bd-0da8-42f0-84df-11dda40f93ea · outbound

This paper cites Cooperative ISAC-empowered low-altitude economy,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Cooperative ISAC-empowered low-altitude economy,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.028968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e1889ed-68a1-4e5a-b65b-80d820235988 · outbound

This paper cites Synesthesia of machines (SoM)-enhanced ISAC precoding for vehicular networks with double dynamics,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Synesthesia of machines (SoM)-enhanced ISAC precoding for vehicular networks with double dynamics,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.102610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf90f540-877f-4d59-934d-5157c18c322e · outbound

This paper cites UA V-assisted NOMA for enhancing ISAC: A deep reinforcement learning solution,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation UA V-assisted NOMA for enhancing ISAC: A deep reinforcement learning solution,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.248018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93bc246f-8ec3-4590-8072-436c8940267b · outbound

This paper cites Multiagent deep reinforcement learning for AA V- RIS-assisted integrated sensing and communication,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Multiagent deep reinforcement learning for AA V- RIS-assisted integrated sensing and communication,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.350559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac4cbe0-7204-415e-bffa-55a82bf69e5b · outbound

This paper cites Deep reinforce- ment learning based resource allocation and trajectory planning in inte- grated sensing and communications UA V network,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Deep reinforce- ment learning based resource allocation and trajectory planning in inte- grated sensing and communications UA V network,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.479856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa320b3-bb8d-41f5-9d07-2c4c3ca55ae3 · outbound

This paper cites A joint UA V trajectory, user association, and beam- forming design strategy for multi-UA V-assisted ISAC systems,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation A joint UA V trajectory, user association, and beam- forming design strategy for multi-UA V-assisted ISAC systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.557965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d22905d-1ea9-41ee-80ef-4e882437b0ee · outbound

This paper cites Cooperative trajectory planning and resource allocation for UA V-enabled integrated sensing and communication systems,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Cooperative trajectory planning and resource allocation for UA V-enabled integrated sensing and communication systems,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.682076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d596ecf8-2e41-4380-ab2b-dd77c97aa6f3 · outbound

This paper cites MARL-based UA V trajectory and beamforming optimization for ISAC system,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation MARL-based UA V trajectory and beamforming optimization for ISAC system,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:56.862883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c7e8f83-6b36-48fc-b312-dd7a3d96d7dd · outbound

This paper cites Hierarchical task offloading for vehicular fog computing based on multi-agent deep rein- forcement learning,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Hierarchical task offloading for vehicular fog computing based on multi-agent deep rein- forcement learning,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.071788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c9b0da8-3362-4210-8dbe-4a4d89141085 · outbound

This paper cites Cluster-based multi- agent task scheduling for space–air–ground integrated networks,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Cluster-based multi- agent task scheduling for space–air–ground integrated networks,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.225830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1872721d-2988-404d-ac06-738e494ff8ec · outbound

This paper cites Hierarchical multi-agent DRL-based dynamic cluster reconfiguration for UA V mobility management,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Hierarchical multi-agent DRL-based dynamic cluster reconfiguration for UA V mobility management,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.347538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e2a6140-0a32-4b97-b07b-406d7a408f2e · outbound

This paper cites ISAC-enabled multi- UA V cooperative perception and trajectory optimization,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation ISAC-enabled multi- UA V cooperative perception and trajectory optimization,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.416663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c419e75-9c35-4bff-b628-8195bb49761d · outbound

This paper cites Cooperative ISAC networks: Performance analysis, scaling laws, and optimization,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Cooperative ISAC networks: Performance analysis, scaling laws, and optimization,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.589288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 697260ab-15a4-4c65-834c-4dad3575d5b1 · outbound

This paper cites Network-level inte- grated sensing and communication: Interference management and BS coordination using stochastic geometry,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Network-level inte- grated sensing and communication: Interference management and BS coordination using stochastic geometry,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.777681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4e67c6-51cc-4aea-bd92-785a72578b95 · outbound

This paper cites Cooperative sensing for ISAC: Challenges, system design, beam management, and performance validation,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation Cooperative sensing for ISAC: Challenges, system design, beam management, and performance validation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:57.957545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26db22c3-91ca-4ae5-a81b-eaf9f05f37de · outbound

This paper cites A novel inte- grated sensing and communication scheme in UA Vs-enabled vehicular networks with MARL-driven adaptive control,.

UAV Swarming for Air-Ground ISAC via Cross-Region Cooperation A novel inte- grated sensing and communication scheme in UA Vs-enabled vehicular networks with MARL-driven adaptive control,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T10:58:58.122314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.