Paper Citation Record · LEDGER

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2507.01799.

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

pith.paper-citation-record.v1
2507.01799 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:47:05.935449Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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 fuzzy4
unresolved5
parse uncertain0
malformed identifier2
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59994520-c39d-4749-b8ec-689fea1bbfd7 · outbound

This paper cites Robust DoA Estimation Using Denoising Autoencoder and Deep Neural Networks,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Robust DoA Estimation Using Denoising Autoencoder and Deep Neural Networks,

Reference 1

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T20:47:07.649755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 81c8c0ce-bfee-4217-93c9-1a1682edc019 · outbound

This paper cites Direction-of-Arrival Estimation Based on Deep Neural Networks With Robustness to Array Imperfections,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Direction-of-Arrival Estimation Based on Deep Neural Networks With Robustness to Array Imperfections,

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:47:07.431073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d440a886-f0a8-4f27-885a-cd08a2b7d2e8 · outbound

This paper cites Deep Networks for Direction-of-Arrival Estimation in Low SNR,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Deep Networks for Direction-of-Arrival Estimation in Low SNR,

Reference 3

Resolution: verified exact; doi, observed 2026-08-06T20:47:06.180255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 79e8c66c-8db7-4ccd-a626-1227fd70d1d6 · outbound

This paper cites SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:04.133311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d316d9-f510-46ed-bc33-58a4208426b0 · outbound

This paper cites Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural Networks,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Grid-free Harmonic Retrieval and Model Order Selection using Deep Convolutional Neural Networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:47:08.356895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 02673d78-daed-4779-9939-7bf987dafb71 · outbound

This paper cites Cooperative Passive Coherent Location: A Promising 5G Service to Support Road Safety,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Cooperative Passive Coherent Location: A Promising 5G Service to Support Road Safety,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:47:08.172032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 411d8501-1f1a-4966-9ed8-ecf59a081647 · outbound

This paper cites Feasibility of Non-Line-of-Sight Integrated Sensing and Communication at mmWave,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Feasibility of Non-Line-of-Sight Integrated Sensing and Communication at mmWave,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:47:08.002258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c6c55e45-9e80-40b2-8a0f-a0b917f8512b · outbound

This paper cites Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Joint Optimization of Geometric and Probabilistic Constellation Shaping for OFDM-ISAC Systems,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:04.954700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe9d70a1-4a02-44b3-a2c3-e64dd4f27c70 · outbound

This paper cites Joint Radar and Communications: Architectures, Use Cases, Aspects of Radio Access, Signal Processing, and Hardware,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Joint Radar and Communications: Architectures, Use Cases, Aspects of Radio Access, Signal Processing, and Hardware,

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:47:07.031755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3c608c31-027c-42a2-8152-4f13c202f683 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Adam: A Method for Stochastic Optimization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:05.260164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77738273-7cdf-4d9d-b59c-7c23749afd48 · outbound

This paper cites Spectrum estimation and harmonic analysis,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Spectrum estimation and harmonic analysis,

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-06T20:47:05.420824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e46bb5d1-3cbf-4182-ad55-7c35412524b8 · outbound

This paper cites Measurement Testbed for Radar and Emitter Localization of UA V at 3.75 GHz,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Measurement Testbed for Radar and Emitter Localization of UA V at 3.75 GHz,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:05.626158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e853bedf-2289-46f2-a16b-0b72aed0efed · outbound

This paper cites A dataset for the study of ISAC-based UA V sensing in U-Space,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems A dataset for the study of ISAC-based UA V sensing in U-Space,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:47:07.809358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7459bc89-1f5c-481f-8157-a4d777362249 · outbound

This paper cites Scalable Undersized Dataset RF Classification: Using convolutional multistage training,.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Scalable Undersized Dataset RF Classification: Using convolutional multistage training,

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T20:47:06.549623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 146fb696-2e7f-49c8-a286-6ea74f8988cf · outbound

This paper cites an unresolved cited work.

Measurement-based Evaluation of CNN-based Detection and Estimation for ISAC Systems Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:47:04.791367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.