Paper Citation Record · LEDGER

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2507.06585.

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

pith.paper-citation-record.v1
2507.06585 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:04:53.862727Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy18
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9774150b-e83b-42c1-8186-00cfe1330345 · outbound

This paper cites Distributed Graph Neural Network Design for Sum Ergodic Spectral Efficiency Maximization in Cell-Free Massive MIMO,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Distributed Graph Neural Network Design for Sum Ergodic Spectral Efficiency Maximization in Cell-Free Massive MIMO,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:57.992979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a31e20a0-3e05-456c-9b97-0b3e45cda309 · outbound

This paper cites Learning decentralized power control in cell-free massive MIMO networks,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Learning decentralized power control in cell-free massive MIMO networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:57.662374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 590cc02a-75b5-455f-b5b8-05855fee5374 · outbound

This paper cites Pilot Assignment with Approximation Ratio in Cell- Free Massive MIMO Systems,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Pilot Assignment with Approximation Ratio in Cell- Free Massive MIMO Systems,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:57.476578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ba549e5d-7da4-4cb6-87f1-ed2837006d32 · outbound

This paper cites Cell-free massive MIMO versus small cells,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Cell-free massive MIMO versus small cells,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:57.097968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e73160cb-a9b6-44b3-a8c0-27d60a719339 · outbound

This paper cites Learning-based downlink power allocation in cell-free massive MIMO systems,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Learning-based downlink power allocation in cell-free massive MIMO systems,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:56.760547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5919ff3f-ae52-443b-81bc-5669054d4fd6 · outbound

This paper cites An efficient location-based pilot assignment in cell-free massive MIMO,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems An efficient location-based pilot assignment in cell-free massive MIMO,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:56.541853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7f7e312-cd5d-467e-afcc-4a0ffb7bda06 · outbound

This paper cites Deep CNN-based pilot allocation scheme in massive mimo systems,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Deep CNN-based pilot allocation scheme in massive mimo systems,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:56.202895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b483d4db-c6a4-483e-8da4-e0f73c27854e · outbound

This paper cites Hybrid quantum-classical convolutional neural network model for image classification,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Hybrid quantum-classical convolutional neural network model for image classification,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:56.082582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 12e053a4-c416-49e9-aee6-b5ab8db62b5f · outbound

This paper cites Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:04:52.805413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4431cdbb-a47a-4b55-9a9d-6c6472d96e20 · outbound

This paper cites Quantum information processing, sensing, and com- munications: Their myths, realities, and futures,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Quantum information processing, sensing, and com- munications: Their myths, realities, and futures,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:55.931655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2124ad76-60c5-48a5-a691-9982de87107c · outbound

This paper cites Quantum convolutional neural network for classical data classification,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Quantum convolutional neural network for classical data classification,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:55.801979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41d2b556-196f-479b-9838-15e28e24cb23 · outbound

This paper cites Hybrid quantum convolutional neural networks for UWB signal classification,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Hybrid quantum convolutional neural networks for UWB signal classification,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:55.628692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a75ef4f9-12e4-4e39-8420-2cf16c7b165a · outbound

This paper cites A tutorial on quantum convolutional neural networks (QCNN),.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems A tutorial on quantum convolutional neural networks (QCNN),

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:55.449554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b47421e-040d-4342-b26c-c9664c8ed9de · outbound

This paper cites Comparing Quantum Encoding Techniques.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Comparing Quantum Encoding Techniques

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:04:53.208985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6b2fe9-77b1-4b9c-918d-26bea6031bd4 · outbound

This paper cites Towards Quantum-Native Communication Systems: State-of-the-Art, Trends, and Challenges.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Towards Quantum-Native Communication Systems: State-of-the-Art, Trends, and Challenges

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:04:54.082816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b4d45f9b-ff90-4a2a-a91e-b91dd4ea54b9 · outbound

This paper cites Choose your quantum hardware,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Choose your quantum hardware,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:55.270511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation effa864d-7472-40a5-a39b-d69e231525c1 · outbound

This paper cites Mitiq: A software package for error mitigation on noisy quantum computers,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Mitiq: A software package for error mitigation on noisy quantum computers,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:55.116942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a18efaaf-6254-4930-858d-43aa22e7a499 · outbound

This paper cites Multilayer feedforward networks are universal ap- proximators,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Multilayer feedforward networks are universal ap- proximators,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:54.931887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 586270f8-0ac4-4448-aef3-87a2d66785c8 · outbound

This paper cites Universal approximation theorem and error bounds for quantum neural networks and quantum reservoirs,.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Universal approximation theorem and error bounds for quantum neural networks and quantum reservoirs,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:54.665918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 086ea29a-9620-4410-a907-e85ec7e50b04 · outbound

This paper cites Saltelli, Global Sensitivity Analysis: the Primer.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Saltelli, Global Sensitivity Analysis: the Primer

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:54.456593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dec626c9-c12b-4e74-8077-0ef85e3b8b0d · outbound

This paper cites Shalev-Shwartz et al., Understanding machine learning: From theory to algorithms.

Hybrid Quantum Convolutional Neural Network-Aided Pilot Assignment in Cell-Free Massive MIMO Systems Shalev-Shwartz et al., Understanding machine learning: From theory to algorithms

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:04:54.270393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.