Paper Citation Record · LEDGER

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing

As of 14 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2506.23473.

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

pith.paper-citation-record.v1
2506.23473 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:51:38.436005Z

measured 36 of 36 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 2026-07-10T00:48:28.982383Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T00:56:41.097466Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy29
unresolved3
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e9423fc-f315-4157-81e5-3d1910bfd59e · outbound

This paper cites Networked ISAC based UA V tracking and handover towards low-altitude economy,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Networked ISAC based UA V tracking and handover towards low-altitude economy,

Reference 1

Resolution: malformed identifier; no resolver link, observed 2026-08-06T21:51:34.947214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4699506d-3d80-494e-bfb5-7232eedbc7f9 · outbound

This paper cites Inte- grated sensing and communication enabled cooperative passive sensing using mobile communication system,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Inte- grated sensing and communication enabled cooperative passive sensing using mobile communication system,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:35.039137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5dda77e-f8d7-4ee5-97a7-979ed24112b9 · outbound

This paper cites Integrated Sensing and Communication for Network-Assisted Full-Duplex Cell-Free Distributed Massive MIMO Systems.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Integrated Sensing and Communication for Network-Assisted Full-Duplex Cell-Free Distributed Massive MIMO Systems

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:35.148109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fffe60dd-4199-42a5-9541-84b9b1bf7c3e · outbound

This paper cites Cooperative ISAC networks: performance analysis, scaling laws, and optimization,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Cooperative ISAC networks: performance analysis, scaling laws, and optimization,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:46.288517Z

Source-reported events for the cited work

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Observation efd34ad4-5de8-493b-9ace-887e9e0ae30e · outbound

This paper cites Symbol-level integrated sensing and communication enabled multiple base stations cooperative sensing,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Symbol-level integrated sensing and communication enabled multiple base stations cooperative sensing,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:46.154925Z

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.

Observation d28bd39b-0cc5-445a-a75f-6ddfd812cad5 · outbound

This paper cites Cell-free massive MIMO: Joint maximum-ratio and zero-forcing precoder with power control,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Cell-free massive MIMO: Joint maximum-ratio and zero-forcing precoder with power control,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:45.968165Z

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.

Observation 4a5f8310-4fc9-4774-a820-5fff66916a06 · outbound

This paper cites Device-free sensing in OFDM cellular network,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Device-free sensing in OFDM cellular network,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:45.824470Z

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.

Observation a5962d80-fd7b-4656-8357-799fe53536c3 · outbound

This paper cites A target detection analysis in cell-free massive MIMO joint communication and radar systems,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing A target detection analysis in cell-free massive MIMO joint communication and radar systems,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:45.677813Z

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.

Observation 1f00b5c5-2df8-4a67-8144-36022a9aa8d2 · outbound

This paper cites MADDPG- based power allocation algorithm for network-assisted full-duplex cell- free mmWave massive MIMO systems with DAC quantization,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing MADDPG- based power allocation algorithm for network-assisted full-duplex cell- free mmWave massive MIMO systems with DAC quantization,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:45.540581Z

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.

Observation 0e4c8be3-06f8-4a46-9d94-84b8c91cd85b · outbound

This paper cites Beamforming de- sign in cell-free massive MIMO integrated sensing and communication systems,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Beamforming de- sign in cell-free massive MIMO integrated sensing and communication systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:45.386761Z

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.

Observation 39730e07-e56f-437f-abca-4713e827a619 · outbound

This paper cites Cell-free ISAC MIMO systems: Joint sensing and communication beamforming,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Cell-free ISAC MIMO systems: Joint sensing and communication beamforming,

Reference 11

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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.

Observation e165cb28-afaf-403e-a0ab-712b1640d5aa · outbound

This paper cites Power allocation for joint communication and sensing in cell-free massive MIMO,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Power allocation for joint communication and sensing in cell-free massive MIMO,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:45.234530Z

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.

Observation f21e93e8-b784-437c-a051-946782d24535 · outbound

This paper cites Multiple-target detection in cell-free massive MIMO- assisted ISAC,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Multiple-target detection in cell-free massive MIMO- assisted ISAC,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:44.972763Z

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.

Observation f172ad4b-8d5b-461b-ba34-6592c638786d · outbound

This paper cites Elliptic localization: Performance study and optimum receiver placement,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Elliptic localization: Performance study and optimum receiver placement,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:44.641191Z

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.

Observation bde292ab-210c-4c4c-94ae-1e2b6291909d · outbound

This paper cites Target localization in cooperative ISAC systems: A scheme based on 5G NR OFDM signals,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Target localization in cooperative ISAC systems: A scheme based on 5G NR OFDM signals,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:51:36.381183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca33f55a-cb6f-4a31-9312-59e4b380e64f · outbound

This paper cites Optimal geometry analysis for elliptic target localization by multistatic radar with independent bistatic chan- nels,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Optimal geometry analysis for elliptic target localization by multistatic radar with independent bistatic chan- nels,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:44.328555Z

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.

Observation 6319d1cc-fa26-4381-a87c-27debe110107 · outbound

This paper cites Multi-BS multi-target localization for ISAC systems,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Multi-BS multi-target localization for ISAC systems,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:44.074844Z

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.

Observation 1720874b-b7a2-4910-97e6-1bee9ea6e6e9 · outbound

This paper cites Optimal sensor placement for multiple target positioning with range-only measurements in two-dimensional scenarios,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Optimal sensor placement for multiple target positioning with range-only measurements in two-dimensional scenarios,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:43.820797Z

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.

Observation a71c5c35-6f07-4103-96cc-4370b71648d4 · outbound

This paper cites Optimal transmitter and receiver placement for localizing 2D interested-region target with constrained sensor regions,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Optimal transmitter and receiver placement for localizing 2D interested-region target with constrained sensor regions,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:43.377199Z

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.

Observation fd2c8e4c-439d-4b09-843c-4990bc52b4e8 · outbound

This paper cites Integrated sensing and communication enabled multiple base stations cooperative UA V detection,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Integrated sensing and communication enabled multiple base stations cooperative UA V detection,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:43.057411Z

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.

Observation 8d25635c-4770-4fe1-9644-fe2da4395260 · outbound

This paper cites CoMP ISAC design adopt- ing distinct symbol durations and waveforms,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing CoMP ISAC design adopt- ing distinct symbol durations and waveforms,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:42.798464Z

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.

Observation 6d0f2e74-7e74-426d-8d1a-18d9dea0bffb · outbound

This paper cites Carrier aggregation enabled MIMO-OFDM integrated sensing and communication,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Carrier aggregation enabled MIMO-OFDM integrated sensing and communication,

Reference 22

Resolution: malformed identifier; no resolver link, observed 2026-08-06T21:51:37.143708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf21bf0-7e7b-4ed3-8ad7-90417c4482d8 · outbound

This paper cites Target localization accuracy gain in MIMO radar-based systems,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Target localization accuracy gain in MIMO radar-based systems,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:42.587385Z

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.

Observation 67d0e829-4b8b-4708-b909-1b789955631e · outbound

This paper cites M., Minimax theorems , 1st ed.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing M., Minimax theorems , 1st ed

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:42.382822Z

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.

Observation ae909a73-fbe6-46eb-a1a1-41b8321b8daa · outbound

This paper cites Distributed optimization and statistical learning via the alternating direction method of multipliers,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Distributed optimization and statistical learning via the alternating direction method of multipliers,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:42.192932Z

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.

Observation 5970ccc0-e5c1-4460-86e3-612c89a41dca · outbound

This paper cites CVX: Matlab software for disciplined convex programming, version 2.2,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing CVX: Matlab software for disciplined convex programming, version 2.2,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:42.053033Z

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.

Observation 09346c2e-eca3-4907-b803-e258268afd0b · outbound

This paper cites Nocedal and S.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Nocedal and S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:41.790955Z

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.

Observation 22275299-ba86-49a5-bf0e-c0ee75e5b0e2 · outbound

This paper cites Tensor decompositions and applications,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Tensor decompositions and applications,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:41.548108Z

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.

Observation e90f71c2-f18c-4719-b168-75f159ca29bb · outbound

This paper cites Multipath Component-Aided Signal Processing for Integrated Sensing and Communication Systems,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Multipath Component-Aided Signal Processing for Integrated Sensing and Communication Systems,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:41.210132Z

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.

Observation 4972f32f-559f-4865-85b0-17912d3f3c5a · outbound

This paper cites Noise level estimation based on eigenvalue learning,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Noise level estimation based on eigenvalue learning,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:40.931150Z

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.

Observation 85116998-1217-4c80-8153-1f547bd56435 · outbound

This paper cites Particle swarm optimization algorithm: an overview,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Particle swarm optimization algorithm: an overview,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:40.606227Z

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.

Observation 3a6d998e-8db8-4efa-b361-64dfe7e140a6 · outbound

This paper cites On the performance of artificial bee colony (ABC) algorithm,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing On the performance of artificial bee colony (ABC) algorithm,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:40.325136Z

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.

Observation 2d0e659c-d0e4-4711-a777-1bf6a3ce07a3 · outbound

This paper cites Target localization with macro and micro base stations cooperative sensing,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Target localization with macro and micro base stations cooperative sensing,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:39.959170Z

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.

Observation ea929f3c-3599-44a9-b6ca-ce04b04f443f · outbound

This paper cites NR; physical channels and modulation,.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing NR; physical channels and modulation,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:39.637068Z

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.

Observation 95590eab-69c8-404f-972e-2dd90ab5153e · outbound

This paper cites Noisy optimization problems- a particular challenge for differential evolution?.

Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing Noisy optimization problems- a particular challenge for differential evolution?

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:51:39.283128Z

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.

Pith citing papers

Observation 22d943e4-9ed6-4f80-9039-95d98f38b0ae · inbound

Beyond Single-Band: Analysis and Resource Allocation for Multi-band ISAC Systems cites this paper.

Beyond Single-Band: Analysis and Resource Allocation for Multi-band ISAC Systems Cooperative Sensing in Cell-free Massive MIMO ISAC Systems: Performance Optimization and Signal Processing

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.098841Z

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.