Paper Citation Record · LEDGER

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing

As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2601.09168.

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

pith.paper-citation-record.v1
2601.09168 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:42:43.389436Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00082a35-97e7-406e-ada2-022d6ce8813d · outbound

This paper cites The road towards 6G: A comprehensive survey,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing The road towards 6G: A comprehensive survey,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:42.810953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96a5dc2-d8a5-48da-8262-b170cc0103a6 · outbound

This paper cites 6G internet of things: A comprehensive survey,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing 6G internet of things: A comprehensive survey,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:42.871424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4c31cd9-ffe1-47fb-bf58-91816e4bd121 · outbound

This paper cites URLLC in beyond 5G and 6G networks: An interference management perspective,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing URLLC in beyond 5G and 6G networks: An interference management perspective,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:42.927829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2e55e50-4500-4ccb-b1d3-a232fdc7bc36 · outbound

This paper cites Millimeter-wave massive MIMO communication for future wireless systems: A survey,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Millimeter-wave massive MIMO communication for future wireless systems: A survey,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.034228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e7e54bf-9957-44d4-a138-6a45e723f964 · outbound

This paper cites NR; Medium Access Control (MAC) protocol specification,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing NR; Medium Access Control (MAC) protocol specification,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.093036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74277537-9441-46ed-a41c-0c634e2ae96e · outbound

This paper cites Robust multiuser physical layer security for grant-free mMTC in beyond 5G/6G networks,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Robust multiuser physical layer security for grant-free mMTC in beyond 5G/6G networks,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.147101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dd54f56-1d79-48d2-b62b-fb1c696bf5e0 · outbound

This paper cites Grant-free random access in machine-type communication: Approaches and challenges,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Grant-free random access in machine-type communication: Approaches and challenges,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.200402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49ce8af-271e-4941-9d8c-0b772c3b388e · outbound

This paper cites Uplink grant-free access solutions for URLLC services in 5G new radio,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Uplink grant-free access solutions for URLLC services in 5G new radio,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.254300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05fb7fb8-e8e0-4dd6-b234-affc07a5f1f6 · outbound

This paper cites Novel listen-before-talk access scheme with adaptive backoff procedure for uplink centric broadband communication,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Novel listen-before-talk access scheme with adaptive backoff procedure for uplink centric broadband communication,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.362363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac1c9e5e-f5c0-428b-8f5f-9b294a7d7585 · outbound

This paper cites an unresolved cited work.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.377229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b38aff-5a55-4b0a-be14-47916c156a8d · outbound

This paper cites An introduction to deep learning for the physical layer,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing An introduction to deep learning for the physical layer,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.379304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed4f17cb-fc5b-42d2-95c2-9b8c2d1835cf · outbound

This paper cites Physical layer communication via deep learning,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Physical layer communication via deep learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.381400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d73004b1-4efb-45c6-b477-a7b9adcddc53 · outbound

This paper cites Deep learning at the physical layer: System challenges and applications to 5G and beyond,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Deep learning at the physical layer: System challenges and applications to 5G and beyond,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.383389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c804c84f-3d79-45ec-bd74-23d31cbb8d7e · outbound

This paper cites Goodfellow, Y.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Goodfellow, Y

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.385242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ba1542-75ee-4e97-9668-2822a247925a · outbound

This paper cites Study on channel model for frequencies from 0.5 to 100 GHz,.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Study on channel model for frequencies from 0.5 to 100 GHz,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.387431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a55ca6-43e8-486e-a0f5-ecac31112c9e · outbound

This paper cites Sionna: An Open-Source Library for Next-Generation Physical Layer Research.

User-Centric Stream Sensing for Grant-Free Access: Deep Learning with Covariance Differencing Sionna: An Open-Source Library for Next-Generation Physical Layer Research

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T10:42:43.389436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.