Paper Citation Record · LEDGER

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems

As of 18 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 1 inbound Pith citation observation for arXiv:2501.01281.

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

pith.paper-citation-record.v1
2501.01281 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:35:31.909162Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T08:12:28.554446Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T13:18:13.159105Z

Reference resolution

11 of 11 outbound references displayed

verified exact1
verified fuzzy6
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2d1b9f92-60c9-4e2c-bdda-3c6c50f7e73d · outbound

This paper cites A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hardware designs,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hardware designs,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:35:31.869684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1f5df9-afb2-4b32-9b34-9e595d39a7f5 · outbound

This paper cites Integrated sensing and communications: Recent advances and ten open challenges,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Integrated sensing and communications: Recent advances and ten open challenges,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:32.175014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ada7dcb6-4656-42fd-b064-34a755df49d4 · outbound

This paper cites Approximate capacity-distortion region of joint state sensing and communication in MIMO real Gaussian channels,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Approximate capacity-distortion region of joint state sensing and communication in MIMO real Gaussian channels,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:32.163382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d44b072-7c7b-40e3-9720-a8a5cdaf1e39 · outbound

This paper cites Fluid Antenna Systems Enabling 6G:Principles, Applications, and Research Directions.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Fluid Antenna Systems Enabling 6G:Principles, Applications, and Research Directions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:35:31.881163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576fe64a-4218-451d-95f4-4e84a2b8565f · outbound

This paper cites Fluid antenna systems,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Fluid antenna systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:32.152442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f321e9dd-af06-4803-b8b0-89316490804e · outbound

This paper cites MIMO capacity characterization for movable antenna systems,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems MIMO capacity characterization for movable antenna systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:32.142758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3eb34cf6-8da0-4150-90fe-80cb9c754fd2 · outbound

This paper cites Movable-antenna position optimization: A graph-based approach,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Movable-antenna position optimization: A graph-based approach,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:32.132226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 76e882fd-25e0-4418-9f94-fd4bc3e7a916 · outbound

This paper cites Fluid antenna-assisted ISAC systems,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Fluid antenna-assisted ISAC systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:35:31.898385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87ce4b17-ad25-48d1-8c8c-22b5fc7821c0 · outbound

This paper cites Shifting the ISAC Trade-Off with Fluid Antenna Systems.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Shifting the ISAC Trade-Off with Fluid Antenna Systems

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:35:32.040831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e76430ce-66b3-40b1-96b0-086cfdcd72ba · outbound

This paper cites Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T22:35:31.905681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df44d805-c50a-4410-ab11-a6d68862bf02 · outbound

This paper cites CVX: Matlab software for disciplined convex programming, version 2.1,.

Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems CVX: Matlab software for disciplined convex programming, version 2.1,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:35:32.116005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 5d544bce-44dc-4125-9783-c59eb7dfdee3 · inbound

Reconfigurable Antennas for Next-generation Mobile Communication Networks: A Comprehensive Survey and Tutorial cites this paper.

Reconfigurable Antennas for Next-generation Mobile Communication Networks: A Comprehensive Survey and Tutorial Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:18:13.160645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.