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Paper Citation Record · LEDGER

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems

As of 15 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2501.10136.

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

pith.paper-citation-record.v1
2501.10136 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:30:29.377770Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:41:22.477271Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T06:20:56.724261Z

Reference resolution

28 of 28 outbound references displayed

  • verified exact1
  • verified fuzzy15
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ad3dec4-4cb5-4f4c-9c35-8c04f773b13b · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.750627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.272840Z digest=sha256:63f3f245930cb923b71c25115c100992154820e03616f1b5ce1195cb9bad24f2

Observation 4db87a1f-c008-479c-a7c4-1c4a272afb73 · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.739469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.277226Z digest=sha256:85e9f8de8e97df117950f08d4045f4d15de4fbecae410089fa33257f8a8bbb1a

Observation 3d6fff89-1d3e-4c83-978d-9ac2242c810e · outbound

This paper cites Leyva, D.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Leyva, D

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.727724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.281318Z digest=sha256:8ff129867a14ccd0be04f950499feaee31b365da12cb744f5335c93e8cc8caef

Observation 07b32b40-0dfe-4a30-96ca-a1229efeaa2d · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.715510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.285271Z digest=sha256:c0d986d45dbef18d6975c74087e0994d9f0afd7f29156ff4eae2b54c9fafb4a1

Observation 775225f7-7566-4d9c-8867-effab2c2544a · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.703267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.289479Z digest=sha256:fee64b1b5987957e975625962c64f1a6ab765731f8221f62fd701ba6189aa469

Observation 8d7c2d25-db85-4b14-887e-df4f1267bf37 · outbound

This paper cites Liu et al., ”Seventy Y ears of Radar and Communications : The road from separation to integration,” IEEE Signal Process.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Liu et al., ”Seventy Y ears of Radar and Communications : The road from separation to integration,” IEEE Signal Process

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.691034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.293525Z digest=sha256:98c369748334c2c9d47fd95fe2681f86f79f0c11cdf6c3b0313ce0f850ae06f6

Observation cf6d1a7f-41a2-41fc-ba4e-a4d54c09b44a · outbound

This paper cites [Online].

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems [Online]

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.678249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.297918Z digest=sha256:17e5b7b291809928dff2c8e42a7754a2db7ebb776891fb7288a529cc1a45ce29

Observation ef00ad36-8d8c-4b1d-8111-dbea85e4ca61 · outbound

This paper cites [Online].

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems [Online]

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.667035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.301658Z digest=sha256:a36768ad6bbce6a6dbf79a21d57b56ff81d8ef5b455aa6a9c7f7a07c35a4d9db

Observation 159d52a6-3f75-49b2-9437-153d69609a51 · outbound

This paper cites Giordani, M.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Giordani, M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.655031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.305454Z digest=sha256:a1bd3994b500f4c6caa5a0bf7a5d799187df2a5f074d35760fb12aa3019d8e45

Observation 369e047f-616f-4a1a-b8b6-d03bcd3eb236 · outbound

This paper cites Liu et al.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Liu et al

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.642770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.309082Z digest=sha256:dd8143781d9a182c4e78d57a0baae1cb84a9aac3a628f20c8312b67c11ae45f7

Observation b17e643d-bace-49de-879b-71299bec9f7d · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.630286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.312790Z digest=sha256:2fee6d7a695f9f0405cc6d1fde5b5658ed1c5adce995f72e9b8594266d3fc53a

Observation 7b7e065c-c54a-4561-81e0-ca7d67c487e0 · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.617813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.316513Z digest=sha256:916cfe7fa695e48650c02fa04da18f06c934f383a35aa9d6a0dfe18cd3bb0832

Observation 607908af-0a2e-44b8-a8fa-50bcb2213863 · outbound

This paper cites Leyva, D.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Leyva, D

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.605476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.320458Z digest=sha256:d8f5da5a700280e9e6bd692caba4f170bbf5a441e7e7577ac1213b00c1838da1

Observation 26ee6854-7224-4c2e-a843-1790d49de8fd · outbound

This paper cites Li and M.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Li and M

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.593078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.324208Z digest=sha256:1803a6de9b8025da96fa7d20faad6b8f85cd3d6c33d679346b4c350ed4d3c9e4

Observation 3f9da292-da2e-4ea0-9969-9e3dab725fbf · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.580466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.328008Z digest=sha256:b47d18ce699fac6594089f716554a781d2977a583a45e203dc67db7193b232e2

Observation c403bd3d-2a9a-4455-afb0-5f20298b6b74 · outbound

This paper cites Cheng, Y.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Cheng, Y

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.568446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.331752Z digest=sha256:0f03f88d03efdd4d0908f16220fa2f5c8de587314df5ae8e007127d2099e18ac

Observation 22f7e364-c5b2-4414-8c12-fe9d1790eea7 · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.555826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.335457Z digest=sha256:fdc12474f2aa2b91a8f0da5cf04b9f412954b99ab66d85c1518b86b9ef940fcd

Observation 87a1ea5a-392c-4ab6-98c2-cd2652e8a375 · outbound

This paper cites Behdad, ¨O.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Behdad, ¨O

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.543401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.339517Z digest=sha256:e0e5fb7bbb78a43001cc6f69de2bae28a1a850061e3cbdde49cc61f147a01370

Observation 6121cb73-737a-4b54-9727-f7023cdda2de · outbound

This paper cites Behdad, ¨O.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Behdad, ¨O

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.531188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.343400Z digest=sha256:9031a02979ed7119fa5b94ca47effc9e7428887e33c5c52929df7f689f8fc855

Observation 5f082669-f27f-40f2-ae45-bb1d3ba9aa19 · outbound

This paper cites Cao and Q.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Cao and Q

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.518390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.347172Z digest=sha256:74dc3fd634cb8c59da754183874535b67445f77eaf346c5d8fcbcb3c27e47a1d

Observation 3a3cdc98-9d6f-4c5f-a801-8d378ff3a7e8 · outbound

This paper cites Demirhan and A.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Demirhan and A

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.504074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.351044Z digest=sha256:3e3ee4413fe0852f50fe7f7ff14767e1fd84e8da72d16e274c11d5b87228f505

Observation ffc4549f-f354-469a-aa53-2e9ff5c87eb9 · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.489359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.354881Z digest=sha256:1c9917629f248f1ae0b96f94c79971f3ddf9baefd41707884b7f26128a14b79d

Observation b6d972b3-6e9e-4c91-b40d-716ba0db8e08 · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.475907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.358684Z digest=sha256:221b3b328999fcfb721acfea5679f8f97136e464482c9e3657dc3c990b2ad15b

Observation e4537028-d203-489b-a189-0ac5162b5aab · outbound

This paper cites Cooperative Cell-Free ISAC Networks: Joint BS Mode Selection and Beamforming Design.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Cooperative Cell-Free ISAC Networks: Joint BS Mode Selection and Beamforming Design

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-08-10T19:30:29.414447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.362375Z digest=sha256:474abc2889fdb4fea142ba24556c1ce45d31335421375e34248e8f83748690d3

Observation 6378f68b-44ae-4c1e-a201-0fd6a82853e2 · outbound

This paper cites Cao and Q.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Cao and Q

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.463058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.366478Z digest=sha256:eed592e69e1ca21e09a9204c075e62f26a4553f87801dcf5de5f6556d3feb990

Observation 00e93d70-b4bf-469f-856e-61645fbde9fd · outbound

This paper cites Ayach, S.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Ayach, S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T19:30:29.449545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.370229Z digest=sha256:02dc533e8807f929f43fabbedaa915c99893c322d2fc60fe04bcdbca2c25eace

Observation aceebfaf-b7d9-4ef2-bea0-6cad6409ce9f · outbound

This paper cites an unresolved cited work.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T19:30:29.436200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T19:30:29.373979Z digest=sha256:398c692ec25564a19c760122b18d4e4b5ddeb5b09d64d106731f63fd5171fe5f

Observation 059474c1-b7ad-4785-8564-002b31192ba5 · outbound

This paper cites CVX: Matlab software for discipli ned convex programming, version 2.1,.

Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems CVX: Matlab software for discipli ned convex programming, version 2.1,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T19:30:29.377770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:30:29.377770Z digest=sha256:fb1a9d771054545f00587bf38fb7fc7e3ae473f5b7318d2356d0b189ae7f4770

Pith citing papers

Observation 4fc7a5d0-7b7c-4b59-bc7f-54f269f0f4db · inbound

Radio Stripe-Based Distributed ISAC System with Dynamic Sensing-Communication Reconfiguration cites this paper.

Radio Stripe-Based Distributed ISAC System with Dynamic Sensing-Communication Reconfiguration Two-Stage Distributed Beamforming Design in Cell-Free Massive MIMO ISAC Systems

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:20:56.732770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T17:41:22.477271Z digest=sha256:bf307343492c5111bb5ea1da63ea05f8f7349caeec14a068f79945425803aff2