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Paper Citation Record · LEDGER

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network

As of 15 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2502.08529.

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

pith.paper-citation-record.v1
2502.08529 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:50:23.960965Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:08:00.604812Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:08:00.640777Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy13
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4770409-a7d8-4200-9a4b-ea0a5c86a5b1 · outbound

This paper cites Cell-free mMIMO support in the O-RAN architecture: A PHY layer perspective for 5G and beyond networks,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Cell-free mMIMO support in the O-RAN architecture: A PHY layer perspective for 5G and beyond networks,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.175375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.906706Z digest=sha256:2698b87a3c5d59a65de024d4e01cfbb9fb1d0d97f78fce587db0dfa68aecbecb

Observation 52b28d92-9cbc-45a1-bbcc-8634c064e1d3 · outbound

This paper cites Making cell-free massive MIMO competitive with MMSE processing and centralized implementation,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Making cell-free massive MIMO competitive with MMSE processing and centralized implementation,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.162509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.911203Z digest=sha256:e0de0a317b6b39ebdcf94ab5130dc49e5544d9201ef8b81ef292287b96ea0a35

Observation 6c2d27bf-f9d6-4eb2-b2c3-6c01ed8551e1 · outbound

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

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network The road towards 6G: A comprehensive survey,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T04:50:23.915098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:50:23.915098Z digest=sha256:d4cd7fecb553718394faca4b9a1becb4e04e78affa750fc002263f30cba6f3f1

Observation 36b52af6-f25b-4b02-9ec3-f538ca2dc0eb · outbound

This paper cites Interde- pendent cell-free and cellular networks: Thinking the role of cell-free architecture for 6G,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Interde- pendent cell-free and cellular networks: Thinking the role of cell-free architecture for 6G,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.139968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.918962Z digest=sha256:81046a7481e3246e6c3a3b3566bdc3468a63295a71797fbca81aa7593c2168ad

Observation 49d51bec-c7ee-4719-9af3-7cc8beb3f56f · outbound

This paper cites Intelli- gence and learning in O-RAN for data-driven nextG cellular networks,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Intelli- gence and learning in O-RAN for data-driven nextG cellular networks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.127037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.922900Z digest=sha256:67d070a4138ccd08f27db675a36736f52bf0aea4aefee00f6ecd47e43e359db1

Observation a32f5ff7-de23-4fed-b8e1-28b10b626c6c · outbound

This paper cites O-RAN near-RT RIC architecture 4.0,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network O-RAN near-RT RIC architecture 4.0,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.114210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.927000Z digest=sha256:b72c12069dc0ce98659d92d4ecce27fa393a1baf4ff8a2a72456a1dfe096e819

Observation e6dd0643-69dd-408f-81b4-bbf905bc966d · outbound

This paper cites Hardware implementation of cell-free MIMO and dynamic TDD using the OAI 5G NR codebase,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Hardware implementation of cell-free MIMO and dynamic TDD using the OAI 5G NR codebase,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.091830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.934668Z digest=sha256:ec7468353ae5a89968431304dab26eb186660e7d90d7c02b6bb7ba995164549d

Observation d601ad37-4968-48d1-83e7-4944314360b4 · outbound

This paper cites SDR implementation of a fully distributed cell-free MIMO system,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network SDR implementation of a fully distributed cell-free MIMO system,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.079338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.938906Z digest=sha256:3378d496827ed3c1dde820ff0c1514d22933d6577c407430d68372b8c6db01cb

Observation 481560a2-f216-4752-9701-2b128e9b35b6 · outbound

This paper cites Fully distributed cell-free MIMO systems: Architecture, algorithm, and testbed experiments,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Fully distributed cell-free MIMO systems: Architecture, algorithm, and testbed experiments,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.066062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.942597Z digest=sha256:ee9ebddf7bc12bfced7d47de6b27b8d2fb22c3a82e1457b0e05361570fc73cc4

Observation a793be6d-e675-414c-b3f5-a11a4a60eb64 · outbound

This paper cites Full-spectrum cell-free RAN for 6G systems: System design and experimental results,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Full-spectrum cell-free RAN for 6G systems: System design and experimental results,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.051000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.946200Z digest=sha256:67a43e921206a027d4ea965606a4d4cf39cbc470b7822cee99201d6876a544e9

Observation 9305b0d3-ae1a-42cc-bfc2-3e5b98a7b307 · outbound

This paper cites Experimental performance evaluation of cell- free massive MIMO systems using COTS RRU with OTA reciprocity calibration and phase synchronization,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Experimental performance evaluation of cell- free massive MIMO systems using COTS RRU with OTA reciprocity calibration and phase synchronization,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.036684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.949894Z digest=sha256:890b78fe961f8bb514bf4d42901c10352d4224c9e31195ccba894225e9fa1b12

Observation 56399bb1-1d05-40d4-b16a-c7c8d47e1eb4 · outbound

This paper cites Implementa- tion of a cloud-based cell-free distributed massive MIMO system,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Implementa- tion of a cloud-based cell-free distributed massive MIMO system,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.022761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.953626Z digest=sha256:85d09938290fc2b3ced7802bf08fb1d33e19ac97b82bc37a228aa88d16dd1acc

Observation 86deb974-8f20-4516-ae9e-55b5a6d8c977 · outbound

This paper cites S38.212. NR; Multiplexing and channel coding, v18.2.0,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network S38.212. NR; Multiplexing and channel coding, v18.2.0,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:24.008785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.957444Z digest=sha256:43192eb609d800e2eb1c877e70280c8c12631ac0ff1a163b70d4ce0b2a9a8de5

Observation cfd3fcbf-da5a-412f-87fb-7069e79072e3 · outbound

This paper cites Deep reinforcement learning-based sum rate fair- ness trade-off for cell-free mMIMO,.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Deep reinforcement learning-based sum rate fair- ness trade-off for cell-free mMIMO,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T04:50:23.994888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T04:50:23.960965Z digest=sha256:726918de2357d908315b23b99e8ed5b434c848888abe6be45f15d4b181ec4dfc

Observation 083f2fab-7601-4671-a5f2-fb695ae02c99 · outbound

This paper cites Available: https://orandownloadsweb.azurewebsites.net/ specifications.

Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network Available: https://orandownloadsweb.azurewebsites.net/ specifications

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T04:50:23.930894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T04:50:23.930894Z digest=sha256:db4b5c427caf66e5571d35fb29df4332d966c3dc95042c9704f1722c661d8490

Pith citing papers

Observation bbd87926-e1c9-4f7a-b233-093997e9722f · inbound

Enhancing Open RAN Digital Twin Through Power Consumption Measurement cites this paper.

Enhancing Open RAN Digital Twin Through Power Consumption Measurement Testbed Development: An Intelligent O-RAN based Cell-Free MIMO Network

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:08:00.647511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:08:00.604812Z digest=sha256:bddde5a2d0b6ebc5b439896014b37026939684b7b915ea2f1286ec131694e70a