Paper Citation Record · LEDGER

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems

As of 18 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2501.11583.

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

pith.paper-citation-record.v1
2501.11583 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:15:32.359607Z

measured 15 of 15 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 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

15 of 15 outbound references displayed

verified exact1
verified fuzzy12
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ccc9e0c-ff5c-4c66-8ef6-c38c7dafb39a · outbound

This paper cites 6G integrated sensing and communication: From vision to realization,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems 6G integrated sensing and communication: From vision to realization,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.698728Z

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 17033115-71ab-4275-b735-d5ce54649ae6 · outbound

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

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T18:15:32.280739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db73f277-0a17-4aa0-8c1c-88fac41a886c · outbound

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

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Integrated sensing and communications: Recent advances and ten open challenges,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.661439Z

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 80381286-e049-493d-bbf9-daef74f21a7e · outbound

This paper cites Fundamental Trade-Offs in Monostatic ISAC: A Holistic Investigation Towards 6G.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Fundamental Trade-Offs in Monostatic ISAC: A Holistic Investigation Towards 6G

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-10T18:15:32.421535Z

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 8cc08119-f0b0-48e7-a6ba-601a03bf4c76 · outbound

This paper cites From torch to projector: Fundamental tradeoff of integrated sensing and communications,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems From torch to projector: Fundamental tradeoff of integrated sensing and communications,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.639589Z

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 c9f9abaa-8fb5-468a-9eb6-3cd1a1121778 · outbound

This paper cites Joint learning of geometric and probabilistic constellation shaping,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Joint learning of geometric and probabilistic constellation shaping,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.614723Z

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 6d54a191-696c-4fe8-9e04-b28e3e1038ed · outbound

This paper cites End-to-end learning of joint geometric and probabilistic constellation shaping,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems End-to-end learning of joint geometric and probabilistic constellation shaping,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.594675Z

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 ef816ba1-f40d-4589-beb2-39b1fbdae836 · outbound

This paper cites Reshaping the ISAC tradeoff under OFDM signaling: A probabilistic constellation shaping approach,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Reshaping the ISAC tradeoff under OFDM signaling: A probabilistic constellation shaping approach,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.566833Z

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 23bf6ffc-536f-4e6d-acd8-f21523a6d912 · outbound

This paper cites Constel- lation design for integrated sensing and communication with random waveforms,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Constel- lation design for integrated sensing and communication with random waveforms,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.547494Z

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 c10f9838-6750-405d-913f-6890cc019751 · outbound

This paper cites an unresolved cited work.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:15:32.530074Z

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 ae09af99-4c9d-4782-b184-0b20148c1859 · outbound

This paper cites On the information loss of the max-log approximation in BICM systems,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems On the information loss of the max-log approximation in BICM systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.510748Z

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 ede09b21-c586-46a9-bf6e-46f2235af1e7 · outbound

This paper cites OFDM achieves the lowest ranging sidelobe under random ISAC sig- naling,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems OFDM achieves the lowest ranging sidelobe under random ISAC sig- naling,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.491319Z

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 407b49bb-d648-4c30-82c6-6effdfb2c4aa · outbound

This paper cites End-to-end optimization of constellation shaping for Wiener phase noise channels with a differentiable blind phase search,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems End-to-end optimization of constellation shaping for Wiener phase noise channels with a differentiable blind phase search,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.474230Z

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 dbfb4d0a-3a54-4905-bc8e-df8e7429bbb1 · outbound

This paper cites OFDM radar algorithms in mobile communication net- works,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems OFDM radar algorithms in mobile communication net- works,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.457527Z

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 722f7322-2230-4d38-bbba-1c65b106e9ac · outbound

This paper cites Survey on integrated sensing and communication performance modeling and use cases feasibility,.

Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems Survey on integrated sensing and communication performance modeling and use cases feasibility,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:15:32.441410Z

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

No inbound Pith citation observations are available.