Paper Citation Record · LEDGER

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss

As of 21 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 4 inbound Pith citation observations for arXiv:2502.08502.

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

pith.paper-citation-record.v1
2502.08502 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:03:13.386166Z

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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:13:02.792784Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:06:25.588345Z

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy13
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f91d7a3-6e91-453f-ad45-01a551a21f9e · outbound

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

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Integrated sensing and communications: Toward dual-func tional wireless networks for 6G and beyond,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.603140Z

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 309a91c4-9e27-4960-b40f-776bdf376c38 · outbound

This paper cites an unresolved cited work.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T05:03:13.592367Z

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 d6b65ab5-14bd-4aed-8726-00331ff9f4e3 · outbound

This paper cites Joint communication and b inary state detection,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Joint communication and b inary state detection,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.582192Z

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 74d3d4d3-3bbb-4ec9-b1d3-1c1120f4b368 · outbound

This paper cites Rat e and detection-error exponent tradeoff for joint communicatio n and sensing of ﬁxed channel states,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Rat e and detection-error exponent tradeoff for joint communicatio n and sensing of ﬁxed channel states,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.572181Z

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 e40312b2-f8d8-4204-b0e1-6c55f1b16df3 · outbound

This paper cites Strong converse s for memoryless bi-static ISAC,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Strong converse s for memoryless bi-static ISAC,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.560579Z

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 d4338e85-231e-47a7-91f9-673322d6404f · outbound

This paper cites Integ rated sensing and communication in the ﬁnite blocklength regime,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Integ rated sensing and communication in the ﬁnite blocklength regime,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.549850Z

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 7383dce5-2ec5-4022-99af-50bff597b62d · outbound

This paper cites Joint communication and channel dis crimination.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Joint communication and channel dis crimination

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.539203Z

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 a47ad658-aa63-43c1-8127-60aaf3778025 · outbound

This paper cites an unresolved cited work.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T05:03:13.529252Z

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 a6299d20-5c15-4fb9-ad6f-a3365827ced9 · outbound

This paper cites O n the fundamental tradeoff of integrated sensing and communicat ions under Gaussian channels,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss O n the fundamental tradeoff of integrated sensing and communicat ions under Gaussian channels,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.519271Z

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 fd1fa56c-eb30-4141-a611-278351b52f69 · outbound

This paper cites A n information-theoretic approach to joint sensing and commu nication,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss A n information-theoretic approach to joint sensing and commu nication,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T05:03:13.356287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e8c0e8-6560-4fae-818e-9c0d564048de · outbound

This paper cites Joint communication and state s ensing under logarithmic loss,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Joint communication and state s ensing under logarithmic loss,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.502144Z

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 287f1db3-69f4-4b6f-98b1-8661c1e7c0af · outbound

This paper cites Information-Theoretic Limits of Bistatic Integrated Sensing and Communication.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Information-Theoretic Limits of Bistatic Integrated Sensing and Communication

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T05:03:13.362903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 590d1230-af12-49da-8d39-0a71859bf00e · outbound

This paper cites Joint transmissio n and state estimation: A constrained channel coding approach,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Joint transmissio n and state estimation: A constrained channel coding approach,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T05:03:13.366843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3641ce79-a0fd-4a18-9dbe-4286df90a940 · outbound

This paper cites Cesa-Bianchi and G.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Cesa-Bianchi and G

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.484059Z

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 c593c926-d09e-4c9e-8b54-79e4c519d2ed · outbound

This paper cites Multiterminal Source C oding Under Logarithmic Loss,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Multiterminal Source C oding Under Logarithmic Loss,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.474577Z

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 28ecfa30-113e-4e1c-bab8-b3637dc2104c · outbound

This paper cites Csisz´ ar and J.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss Csisz´ ar and J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.464573Z

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 bfb193b6-4a78-4dfc-bf79-65de5f82ca99 · outbound

This paper cites El Gamal and Y .-H.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss El Gamal and Y .-H

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.453995Z

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 42d40f99-59cd-4259-a98e-c2f591b1901c · outbound

This paper cites The capacity region of the two-rece iver Gaussian vector broadcast channel with private and common messages,.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss The capacity region of the two-rece iver Gaussian vector broadcast channel with private and common messages,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T05:03:13.442778Z

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 d095a19b-8c18-44bc-a3c3-7a6e6d694675 · outbound

This paper cites The Convexity and Concavity of Envelopes of the Minimum-Relative-Entropy Region for the DSBS.

On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss The Convexity and Concavity of Envelopes of the Minimum-Relative-Entropy Region for the DSBS

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-08T05:03:13.420976Z

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

Observation e185a09e-11ef-40ac-a73a-6d788d037dce · inbound

Extended AB Algorithms for Bistatic Integrated Sensing and Communications Systems cites this paper.

Extended AB Algorithms for Bistatic Integrated Sensing and Communications Systems On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:13:02.792784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16244f22-ac40-49a6-b68a-abf13c72406a · inbound

Human Extinction A Demographic Perspective cites this paper.

Human Extinction A Demographic Perspective On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:05:32.121688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 605c2f0f-87e6-4faf-97fa-a95e7bfc434a · inbound

Cryptographic and Information-theoretic Security Capacities for General Arbitrarily Varying Wiretap Channels cites this paper.

Cryptographic and Information-theoretic Security Capacities for General Arbitrarily Varying Wiretap Channels On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:50:49.522552Z

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 cdef6826-1573-4287-9d13-aaaafaa211cf · inbound

Cryptographic and Information-theoretic Security Capacities for General Arbitrarily Varying Wiretap Channels cites this paper.

Cryptographic and Information-theoretic Security Capacities for General Arbitrarily Varying Wiretap Channels On the Fundamental Limits of Integrated Sensing and Communications Under Logarithmic Loss

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:25.622344Z

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.