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Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.272840Z digest=sha256:2931effbf7d2bcb77d1e98673b93aedc292f9d0bced73d5fe0f46fac3868844f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.277226Z digest=sha256:0e4c409dbaaa32dd55bf4353064ed630885425854be3359fe847dc24ee4730b5

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.281318Z digest=sha256:d7753d5f6a7d961fe0d5dd79168375a65ed7b4609d90035f709e590f6d9f2f2b

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.285271Z digest=sha256:fbc4f2d1a9720a0e6616f22e3b7ae2395cc3a50e3a41f7a81aa862856acc76cc

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.289479Z digest=sha256:1a506cfbd8b4a254a7bca666889c49a81b68d559151a7ba1ac7c5e800f562e04

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.293525Z digest=sha256:345f9903f5b746b8e93f2ee312e419e8dcc0df12ca72354817d3edae7cf5eeea

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.297918Z digest=sha256:9b88a19d6e26ec31c98c084f479e2a831429e5672006217912a60249d7e99810

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.301658Z digest=sha256:8e8af70b0b2975679d4f1f19caf849eb4e3c283070a0c16f41a25610902aa271

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.305454Z digest=sha256:191a5336973789334d9735e1640d027dabec1189309a9514a29c69570009c7dd

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.309082Z digest=sha256:9857860133218a830bd783383accb36be1d21801744179c1c70cba8762ab2b22

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.312790Z digest=sha256:4e3ed666d092eab1819bca9deb3ac0a1ccd502298328f946cf8c1591222876ed

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.316513Z digest=sha256:a8b080a239f9213ba90041f42a5ded1b2ab06ab968e726ae8c08aa3196cf87f2

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.320458Z digest=sha256:bfb0b0f284ca56123824088fb8fa682e7281a945d79e43569833d7a309d79648

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.324208Z digest=sha256:b886d27071be4c6ecb42c00d0df8fc8f412aa59866ee479d5311e192cbf8f794

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.328008Z digest=sha256:057b2b16e351f712c725087d1fbbcf5eba9541187262b4120dabdec635c3fb37

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.331752Z digest=sha256:cd49da7ec1094835fa4779b371ac6b5d5fbd29b0167bc580c948eee0b67daeaf

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.335457Z digest=sha256:6085c9122807f4af75d37f0389ddbb9ea17f18ae50926e75ca34ed45d8fcbfb3

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.339517Z digest=sha256:3dcab6f0e78d0ed956e30f3b1ef3492152617c06d8046d93453288fed58e1d7f

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.343400Z digest=sha256:71a4da7cc6e40ade0235081ab24f29dae469e37bd1969bda3f8a996385301739

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.347172Z digest=sha256:dbf5d145ed931d1d0fe11b01aae0bb64431918b12076da8ceca781fa1ffe55f7

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.351044Z digest=sha256:a25b81b38aebb4f7b144997a56062c79a08584d05ef7b4d5f24aed1c6ec6defe

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.354881Z digest=sha256:cc5081c32dafde50d0ca0f89b1950e608f24a1aa09ad6d16a40366e705212620

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.358684Z digest=sha256:7544e6772d01dcf707c02233cdb7bdc827bdad0b36b79698358e06f78d464da9

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.362375Z digest=sha256:a14333dd1bf6e3544619e9392c5db0f06a8b7a98272614aa362b3319fa2fdb97

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.366478Z digest=sha256:1de729305c14b9a2f0da70d4b08962a9f8a8d4b03ef92b6e0a6d9caa4f00084a

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.370229Z digest=sha256:4d5d1f905be4c732c43ae0eb167f1b685005a6a6adf535e9d53e6799bb687383

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T19:30:29.373979Z digest=sha256:f5d707cde2279efd91aefa72cf98aee38e16c24e02b33448a688ffb73f9e250e

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=sha256:6972513d9347bd299718e71dc503e7bfbb4c817bb2a7c50e0cb898a25166e53d

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 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T17:41:22.477271Z digest=sha256:8adc3797416bf04e1b2106218e2f9c9f2faea5e8b731a452a78173ff7d962b48