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Paper Citation Record · LEDGER

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems

As of 23 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2412.07094.

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

pith.paper-citation-record.v1
2412.07094 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:13:58.001555Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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 exact2
  • verified fuzzy1
  • unresolved8
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ce0e1a2-5c4e-44f8-8c00-459812aac3e5 · outbound

This paper cites Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau, and Kothapalli Venkata Srinivas.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau, and Kothapalli Venkata Srinivas

Reference 1

Resolution
malformed identifier
no resolver link, observed 2026-08-11T19:13:57.943364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.943364Z digest=sha256:1ca879b7b8c38c244fa6c8ee6274264b46c778f0b7ebae6bb3fec9a98c07afd7

Observation 7dea51d1-1958-4271-8f03-a81f777bf3c6 · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:13:58.749855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:57.948305Z digest=sha256:5bb0c94d76a1df4f7aee3dfd074083919fb72a540ad1fcb81f1830e07b258686

Observation f8369bbd-686b-43bf-84f8-84c17dc57e93 · outbound

This paper cites Haimovich, and Rick S.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Haimovich, and Rick S

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T19:13:57.953191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.953191Z digest=sha256:bbc2860870e515c3fb6d48d35e75995ac340aafcb470426b8d486170a763784b

Observation 377d3ff5-1421-4e35-bbfc-c2c3995f6c9e · outbound

This paper cites Gopal and Bhaskar D.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Gopal and Bhaskar D

Reference 4

Resolution
malformed identifier
no resolver link, observed 2026-08-11T19:13:57.957455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.957455Z digest=sha256:56286a57b7e502fc093d67b58a9245b58741c54f5f3de0d39cb19626e11a24cb

Observation e051bc05-603c-4b68-8b15-e28ad5fbf915 · outbound

This paper cites Soft Actor-Critic Algorithms and Applications.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Soft Actor-Critic Algorithms and Applications

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T19:13:57.961651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.961651Z digest=sha256:f220f406963e82da959ac1b7fb38091c2f7a191ecba384eecc2e822746738ad3

Observation 3f83138c-1a52-4393-b056-393756adcd98 · outbound

This paper cites Blum, Hana Godrich, and Alexander M.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Blum, Hana Godrich, and Alexander M

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T19:13:58.480001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:57.966247Z digest=sha256:af865ce9ca23f4e97adae696a95f9611c765f776275a49c27aa522dbc5005d2e

Observation 19c5a57e-b11b-4110-9be2-dc37aa0fbc1b · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T19:13:57.970777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.970777Z digest=sha256:24c38db0dbd8cf4ce4b20bf364cad053eac8fd5afba44e64ba8af3681dd3e08d

Observation 94c878be-8a4e-459c-b205-9d76c3687d24 · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T19:13:57.974546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.974546Z digest=sha256:499d1b48962a9bdd5a953c97d3dea5f43cd7006a16b309b597071cf5f611c8b5

Observation ec0c723c-1065-4f1d-836f-6036ee4231a9 · outbound

This paper cites Larsson, and Thomas L.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Larsson, and Thomas L

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T19:13:58.737607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:57.978117Z digest=sha256:ef8177c34eab141503828083f9d8306a2603c09c2884548a07c052114585141e

Observation 73dcdcbf-5fd2-4dc4-919a-752b2755bd00 · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:13:58.725548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:57.982144Z digest=sha256:9cbe5d35d6c5be87c47f5167b2cb49b6fc3fb8485d65246bda9a27206869563b

Observation c8e0352e-34b3-414e-b734-1d79fae3f591 · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T19:13:58.712773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:57.986867Z digest=sha256:8a63b4cc859927f86c662642871283d9d27a400d7e93a2cfbf925d54a59a426d

Observation cd5bb190-59a9-4c1d-a992-4a3f9c655d88 · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-11T19:13:58.048275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:57.995084Z digest=sha256:cb344d385d74a73b28e150d9cca2cf7b5d3db4f81dc9c91eaea7edf9d95f27f6

Observation 3fae4c18-12c6-4419-adc3-25efda9e40bd · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T19:13:57.998472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.998472Z digest=sha256:eb95067bae644d314403ccffdcd223ef98603c91b9c3dba088453ddb6e52840b

Observation 3dbcae2a-b31d-4064-bdd2-aad07aa1d9c6 · outbound

This paper cites an unresolved cited work.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Unresolved cited work

Reference 14

Resolution
verified exact
doi, observed 2026-08-11T19:13:58.035588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T19:13:58.001555Z digest=sha256:9c7cc8c52f76909d853312ef14fd25887c8ed19ddf9f4bf1cf56aaf66be0cc72

Observation 29e7e165-feca-4eb7-aeae-3e1b7912e0d2 · outbound

This paper cites IEEE Transactions on Signal Processing 69 (2021), 1642–1652.

Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems IEEE Transactions on Signal Processing 69 (2021), 1642–1652

Reference 2021

Resolution
malformed identifier
no resolver link, observed 2026-08-11T19:13:57.991232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:13:57.991232Z digest=sha256:23bfe7f3da90094601fc0453eeb302533e514468f4686e5c38570d8c2994899b

Pith citing papers

No inbound Pith citation observations are available.