Paper Citation Record · LEDGER

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems

As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2509.00478.

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

pith.paper-citation-record.v1
2509.00478 v3

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:41:01.704753Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

44 of 44 outbound references displayed

verified exact2
verified fuzzy34
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f9dc4263-01bf-48d5-9f78-e4b874d33bee · outbound

This paper cites Massive MIMO networks: Spectral, Energy, and Hardware Efficiency,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Massive MIMO networks: Spectral, Energy, and Hardware Efficiency,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:13.205429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 894c72cf-c770-4630-908e-1d362f177fc0 · outbound

This paper cites Noncooperative Cellular Wireless with unlimited numbers of base station Antennas,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Noncooperative Cellular Wireless with unlimited numbers of base station Antennas,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:12.884760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 27554ceb-a111-4fe6-8083-27008fac428b · outbound

This paper cites an unresolved cited work.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:41:12.564754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6db6893f-ef0e-4504-b9bd-708e16606b5a · outbound

This paper cites Cell-Free massive MIMO: Uniformly Great Service for Everyone,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Cell-Free massive MIMO: Uniformly Great Service for Everyone,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:12.174755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 58f1ad28-9747-4a69-a7d7-af35e2b61cb7 · outbound

This paper cites Cell-Free massive MIMO Versus Small Cells,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Cell-Free massive MIMO Versus Small Cells,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:11.801682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff991382-a52d-4b25-8387-cec7387c8615 · outbound

This paper cites Sum-Rate Maximization and Leakage Minimization for Multi-User Cell-Free Massive MIMO Systems,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Sum-Rate Maximization and Leakage Minimization for Multi-User Cell-Free Massive MIMO Systems,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:11.451910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01e77ff5-6a10-4be1-93cf-74fe41a1052c · outbound

This paper cites Full-Duplex Trans- mission Optimization for Bi-directional MIMO links with Qos Guar- antees,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Full-Duplex Trans- mission Optimization for Bi-directional MIMO links with Qos Guar- antees,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:11.214928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation abb9fe40-044f-4782-904a-dcd54d93cd94 · outbound

This paper cites Optimized Frameless ALOHA for Cooperative Base Stations With Overlapped Coverage Areas,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Optimized Frameless ALOHA for Cooperative Base Stations With Overlapped Coverage Areas,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:10.914755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53c4ba32-b226-4081-bf82-7c419ceb3c18 · outbound

This paper cites Bj ¨ornson, O.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Bj ¨ornson, O

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:10.621466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 05a9ddc7-f710-4351-a77f-0dc06de7370d · outbound

This paper cites Massive MIMO Systems for 5G and beyond Networks—Overview, Recent Trends, Challenges, and Future Research Direction,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Massive MIMO Systems for 5G and beyond Networks—Overview, Recent Trends, Challenges, and Future Research Direction,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:10.091269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80c156cf-c7d4-4a20-a3b4-47f6dbbfeef6 · outbound

This paper cites Location-Based Greedy Pilot Assignment for Cell-Free Massive MIMO Systems,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Location-Based Greedy Pilot Assignment for Cell-Free Massive MIMO Systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:09.736573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5eb51758-d96e-4708-b9db-0a5b59ae1791 · outbound

This paper cites Random vs Structured Pilot Assignment in Cell-Free massive MIMO Wireless Networks,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Random vs Structured Pilot Assignment in Cell-Free massive MIMO Wireless Networks,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:09.419322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2640a0fe-d5f5-435d-afaa-d7db465b8e15 · outbound

This paper cites Graph Coloring Based Pilot Reuse Among Interfering Users in Cell-Free massive MIMO,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Graph Coloring Based Pilot Reuse Among Interfering Users in Cell-Free massive MIMO,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:09.084763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0108dde1-bb35-4aac-8203-6b197f56f955 · outbound

This paper cites Pilot Assignment for Cell-Free massive MIMO Systems Using a Weighted Graphic Framework,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Pilot Assignment for Cell-Free massive MIMO Systems Using a Weighted Graphic Framework,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:08.804754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e79393f1-f366-4450-b541-5352f5046d9a · outbound

This paper cites Tabu- Search-Based Pilot Assignment for Cell-Free Massive MIMO Systems,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Tabu- Search-Based Pilot Assignment for Cell-Free Massive MIMO Systems,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:08.454755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c374e7a7-503c-48c4-b0d6-069457bb7078 · outbound

This paper cites Pilot Assignment in Cell-Free massive MIMO Based on the Hungarian Algorithm,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Pilot Assignment in Cell-Free massive MIMO Based on the Hungarian Algorithm,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:08.143903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 81540155-6d27-402d-a18f-68903f081a75 · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T13:40:58.129446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51f1772-3c41-4476-8e42-41b2e5b33dc7 · outbound

This paper cites an unresolved cited work.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:41:07.945827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f41ce8a6-8768-4f46-bfd9-473ebd21dcce · outbound

This paper cites Integrated Sensing and Communications for 3D Object Imaging via Bilinear Inference,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Integrated Sensing and Communications for 3D Object Imaging via Bilinear Inference,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:07.670480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c741aa03-feca-4eef-944e-1768bf93e9d5 · outbound

This paper cites Joint Channel, Data, and Radar Parameter Estimation for AFDM Systems in Doubly-Dispersive Channels,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Joint Channel, Data, and Radar Parameter Estimation for AFDM Systems in Doubly-Dispersive Channels,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:07.414762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08dc05f7-3511-4871-b99f-51ffa2ab0dc3 · outbound

This paper cites Designing unimodular sequence sets with good correlations—including an application to mimo radar,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Designing unimodular sequence sets with good correlations—including an application to mimo radar,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:07.124801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e4991cd7-dddd-4576-8cd2-23fe720054dd · outbound

This paper cites Local ambiguity function shaping via unimodular sequence design,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Local ambiguity function shaping via unimodular sequence design,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:06.820213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 304a83be-0fe4-4e6a-9495-9f5384467902 · outbound

This paper cites Boumal,An Introduction to Optimization on Smooth Manifolds.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Boumal,An Introduction to Optimization on Smooth Manifolds

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T13:40:58.996770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 038c43ca-ad8d-42bc-bae1-dff430d91c7b · outbound

This paper cites A Riemannian Manifold Approach to Constrained Resource Allocation in ISAC,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems A Riemannian Manifold Approach to Constrained Resource Allocation in ISAC,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:06.547413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 039cff9f-0158-44e8-846c-df46f9c45c7a · outbound

This paper cites A Survey of Recent Advances in Optimization Methods for Wireless Communications.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems A Survey of Recent Advances in Optimization Methods for Wireless Communications

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:41:02.494893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1509c9e0-c157-4b53-8a9f-a99a2774f8b7 · outbound

This paper cites Absil, R.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Absil, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:06.286512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7a9039d2-255d-4687-9107-f75b0420cd65 · outbound

This paper cites A Brief Introduction to Manifold Optimization,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems A Brief Introduction to Manifold Optimization,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:06.030815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 21b4ce9a-2cab-4fd0-bf25-47412334e487 · outbound

This paper cites Solving Low-Rank Semidefinite Programs via Manifold Optimization.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Solving Low-Rank Semidefinite Programs via Manifold Optimization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T13:40:59.689153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf858cf-f9f4-40a5-b217-2c97ed8fc192 · outbound

This paper cites Performance of Cell-Free massive MIMO Systems with MMSE and LSFD Receivers,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Performance of Cell-Free massive MIMO Systems with MMSE and LSFD Receivers,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:05.774774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad21a267-553b-4651-80af-95eab230cc29 · outbound

This paper cites Improving Cell-Free Massive MIMO Detection Perfor- mance via Expectation Propagation,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Improving Cell-Free Massive MIMO Detection Perfor- mance via Expectation Propagation,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:05.432157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e855cf3d-7abc-46f1-ab48-9bd2dfa60fb2 · outbound

This paper cites An Efficient Vector- valued Belief Propagation Decoder for Quadrature Spatial Modulation,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems An Efficient Vector- valued Belief Propagation Decoder for Quadrature Spatial Modulation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:05.201201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1aa460e9-77a5-4676-aeed-d11a21e384c6 · outbound

This paper cites Vector-Approximate-Message- Passing-Based Channel Estimation for MIMO-OFDM Underwater Acoustic Communications,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Vector-Approximate-Message- Passing-Based Channel Estimation for MIMO-OFDM Underwater Acoustic Communications,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:05.045310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d4f4ca7-59e0-4571-b9d8-509f14eacbb4 · outbound

This paper cites An Efficient Vector- Valued Belief Propagation Decoder for Quadrature Spatial Modulation,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems An Efficient Vector- Valued Belief Propagation Decoder for Quadrature Spatial Modulation,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:04.749428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 551835c8-33c1-4d53-9b51-70c61a12be86 · outbound

This paper cites Belief Propagation-Based Rotation and Translation Estimation for Rigid Body Localization,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Belief Propagation-Based Rotation and Translation Estimation for Rigid Body Localization,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:04.404757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 27076f18-fd5d-4c60-a6b2-a33b2937b943 · outbound

This paper cites From Theory to Reality: A Design Framework for Integrated Communication and Computing Receivers.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems From Theory to Reality: A Design Framework for Integrated Communication and Computing Receivers

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:41:02.124753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23a83f67-f8f1-4dd6-9784-70b0360f4605 · outbound

This paper cites Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Waveform Design and Signal Processing Aspects for Fusion of Wireless Communications and Radar Sensing,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:04.155689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 27c5e721-e50c-4273-9874-98b24a15fc53 · outbound

This paper cites an unresolved cited work.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:41:04.034757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cfae3a22-c50d-4dfd-b6c8-8103a93f24bc · outbound

This paper cites Polak,Optimization: Algorithms and Consistent Approximations.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Polak,Optimization: Algorithms and Consistent Approximations

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:03.861715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1eb1517-a81e-45c4-abdb-857315654ffa · outbound

This paper cites An Introduction to the Conjugate Gradient Method without the Agonizing Pain,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems An Introduction to the Conjugate Gradient Method without the Agonizing Pain,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:03.586387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0732aa95-4506-48dc-ace4-994c17321290 · outbound

This paper cites Nocedal and S.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Nocedal and S

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T13:41:01.192761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2183950-fb53-4aec-bdf5-0ec461ce363b · outbound

This paper cites Cost 231 Hata Adaptation Model for Urban Conditions in LTE Networks,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Cost 231 Hata Adaptation Model for Urban Conditions in LTE Networks,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:03.194732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bd19efde-a32d-4421-9723-4c70499465a7 · outbound

This paper cites CP-OFDM Achieves the Lowest Average Ranging Sidelobe Under QAM/PSK Constellations.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems CP-OFDM Achieves the Lowest Average Ranging Sidelobe Under QAM/PSK Constellations

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T13:41:01.434788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c47f7d-4169-4dab-9458-69d83744f254 · outbound

This paper cites Design of Adaptively Scaled Belief in Multi-Dimensional Signal Detection for Higher-Order Modulation,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems Design of Adaptively Scaled Belief in Multi-Dimensional Signal Detection for Higher-Order Modulation,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:02.917087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9e4ca85f-7714-4560-8f9d-6ac0c0f76253 · outbound

This paper cites On Convergence Conditions of Gaussian Belief Propagation,.

Manifold Optimization-based Pilot Allocation for Cell-Free Massive MIMO ISAC Systems On Convergence Conditions of Gaussian Belief Propagation,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:41:02.713644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.