Paper Citation Record · LEDGER

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB

As of 18 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2501.00009.

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

pith.paper-citation-record.v1
2501.00009 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:15:42.190293Z

measured 30 of 30 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 2026-08-04T01:26:33.530636Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy2
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 65793314-f305-48ce-8ffb-14c376b55950 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:15:42.056122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e1af06-22ed-440e-be3d-6d1f792f2514 · outbound

This paper cites write newline.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:15:42.061386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0abef133-bb71-4f40-8ffa-c6ada5cb3e6e · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.629455Z

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 33436e5f-5f35-45e3-bd90-3cc15aacb6e3 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.614751Z

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 743638b8-15e0-4e23-aeea-06d5f04cbb20 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.600658Z

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 cbd136f7-6699-4442-b4d0-3746ca0ed4ae · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.586809Z

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 94444f0f-d022-41ed-955d-fb0cca071c9b · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.573135Z

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 2a53b564-1426-4385-9911-9e13978a360c · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.557991Z

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 d406b013-0d34-4c82-b37e-86f519725c7d · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.542723Z

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 85d55c97-769d-45a9-a838-f61e52bac9fc · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.527740Z

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 4fb5df75-1f31-4359-8796-7441e1947ab0 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.512761Z

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 632483a3-a2cf-44ea-8f69-d084aa56b6b9 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.498502Z

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 3495503a-4a4c-4678-8d39-a928fe1c25f3 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.483576Z

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 1fe1bd06-98a6-428b-83ef-bb305667979e · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.469856Z

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 5f06eb36-fc38-41b3-970b-c1c231b59b05 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.455984Z

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 09594cd6-1616-4754-9f49-35dc88bf3571 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.440329Z

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 6d4906b9-6a54-4d9f-8d94-89ea788f5f80 · outbound

This paper cites P.; Revach, G.; Shlezinger, N.; and van Sloun, R.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB P.; Revach, G.; Shlezinger, N.; and van Sloun, R

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:15:42.424198Z

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 c232b6f5-3ae5-46d2-9084-ca62672233ff · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.406412Z

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 4d68cdcc-0b89-483a-99a2-91a2fdb4380a · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.390587Z

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 2213bfa0-da17-49cf-b291-ade8b1e62c9e · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.374838Z

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 40947826-736f-41fb-8653-e29162f8c878 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.359462Z

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 5c6bccff-de7e-4721-a457-d4f91c21b037 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.343265Z

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 15211d1d-f9e9-4f75-b12e-af942e997452 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.327549Z

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 144942b8-70f2-41c7-8274-87c53a86faaf · outbound

This paper cites X.; Sun, Y.; Dean, C.; Morales, Y.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB X.; Sun, Y.; Dean, C.; Morales, Y

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:15:42.311969Z

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 708e74bb-b6e4-4d06-a5a2-0236db4d3aa4 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.295583Z

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 0ba044c1-7c11-4375-adab-9cb9b01f2003 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.278910Z

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 83bbad1a-5097-4ca7-8c1b-c9dd9a7eefe3 · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.261247Z

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 2edb0565-f19f-41b1-bc85-23ce41e8655f · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.245107Z

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 afd0d945-9730-47e4-8fa6-b04f56c985bc · outbound

This paper cites an unresolved cited work.

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:15:42.228902Z

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 6da0fbfa-5be7-4752-8eab-770d6b289410 · inbound

Passive AoA Estimation of COTS 5G NR Handsets from Uplink SRS: A Practical USRP-B210 Implementation cites this paper.

Passive AoA Estimation of COTS 5G NR Handsets from Uplink SRS: A Practical USRP-B210 Implementation Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T01:26:33.530636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.