Paper Citation Record · LEDGER

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks

As of 22 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 2 inbound Pith citation observations for arXiv:2507.23236.

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

pith.paper-citation-record.v1
2507.23236 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:01:52.737519Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T23:08:19.232619Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T09:25:21.965973Z

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy33
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c651537-0a86-4dad-b56c-86e12cf43fe7 · outbound

This paper cites Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Towards 6G wireless communication networks: Vision, enabling technologies, and new paradigm shifts,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.910391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ff9f027-ae42-4ad2-bb2c-f490138ae05c · outbound

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

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Cell-free massive MIMO versus small cells,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.880730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8353c5e8-e800-4b14-aa60-d2cfce0d5943 · outbound

This paper cites Rate-region characterization and channel estimation for cell-free symbiotic radio communications,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Rate-region characterization and channel estimation for cell-free symbiotic radio communications,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.859028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2801550d-5390-4340-b41b-2d2ae4274a56 · outbound

This paper cites Ultra-dense networks: A survey,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Ultra-dense networks: A survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.839762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 37547e7f-e6f9-4c1c-9fd2-e06ea8191ffe · outbound

This paper cites User-centric ultra-dense networks for 5G: challenges, methodologies, and directions,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks User-centric ultra-dense networks for 5G: challenges, methodologies, and directions,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.815546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 56820b4e-df6f-4f93-8798-c5b7de0e29a8 · outbound

This paper cites Toward environment-aware 6G communications via channel knowledge map,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Toward environment-aware 6G communications via channel knowledge map,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.793040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 60a2d452-2087-46ff-b961-e1ceb383fcaa · outbound

This paper cites A tutorial on environment-aware communications via channel knowledge map for 6G,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks A tutorial on environment-aware communications via channel knowledge map for 6G,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.770982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 86aea226-87b0-4441-aec7-d59223199055 · outbound

This paper cites Environment-aware hybrid beamforming by leveraging channel knowledge map,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Environment-aware hybrid beamforming by leveraging channel knowledge map,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.746566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 145e1d0e-e8a5-49c3-a558-33632c620fe6 · outbound

This paper cites You May Use the Same Channel Knowledge Map for Environment-Aware NLoS Sensing and Communication.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks You May Use the Same Channel Knowledge Map for Environment-Aware NLoS Sensing and Communication

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:52.494403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5b7db0-05c1-4896-84be-121506de12d8 · outbound

This paper cites IMNet: Interference-aware channel knowledge map construction and localiza- tion,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks IMNet: Interference-aware channel knowledge map construction and localiza- tion,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.720869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 68115a34-310b-418c-b03f-4fdef5ca1d89 · outbound

This paper cites RadioUNet: Fast radio map estimation with convolutional neural networks,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks RadioUNet: Fast radio map estimation with convolutional neural networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.697128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9a5da9d5-9137-4df4-9d9f-c36a8ff6e000 · outbound

This paper cites Sionna RT: Differentiable ray tracing for radio propagation modeling,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Sionna RT: Differentiable ray tracing for radio propagation modeling,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.666722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0897494a-cdb4-4b10-a630-a38ad708f5b8 · outbound

This paper cites Channel knowledge map for environment-aware communications: EM algorithm for map construc- tion,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Channel knowledge map for environment-aware communications: EM algorithm for map construc- tion,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.643258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d3300829-f10c-4ece-9f12-b81f3d20cc08 · outbound

This paper cites Model-free radio map estimation in massive MIMO systems via semi- parametric Gaussian regression,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Model-free radio map estimation in massive MIMO systems via semi- parametric Gaussian regression,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.598958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4a9cfaae-9187-4830-a8a6-b0ccb4c0a359 · outbound

This paper cites 3D-RadioDiff: An altitude-conditioned diffusion model for 3D radio map construction,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks 3D-RadioDiff: An altitude-conditioned diffusion model for 3D radio map construction,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.567127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e1a8b88-864e-429c-8b67-7545e97eb174 · outbound

This paper cites CKMDiff: A Generative Diffusion Model for CKM Construction via Inverse Problems with Learned Priors.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks CKMDiff: A Generative Diffusion Model for CKM Construction via Inverse Problems with Learned Priors

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:52.548644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26bf9e41-216a-43ab-b65c-a782030a8bbf · outbound

This paper cites RME-GAN: A learning framework for radio map estimation based on conditional generative adversarial network,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks RME-GAN: A learning framework for radio map estimation based on conditional generative adversarial network,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.539289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c32f39f-b14c-4fa4-a654-71c8704ab6f4 · outbound

This paper cites Deep learning-based CKM construction with image super-resolution,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Deep learning-based CKM construction with image super-resolution,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.508281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a209069-7278-459d-9004-a7fbf5517e54 · outbound

This paper cites An I2I inpainting approach for efficient channel knowledge map construction,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks An I2I inpainting approach for efficient channel knowledge map construction,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.481680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 49676d08-784f-45e4-b7cb-55f9c279718e · outbound

This paper cites Learning-based remote channel inference: Feasibility analysis and case study,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Learning-based remote channel inference: Feasibility analysis and case study,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.451048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64923344-22f1-4ea6-9b44-856ec7284349 · outbound

This paper cites Deep learning for TDD and FDD massive MIMO: Mapping channels in space and frequency,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Deep learning for TDD and FDD massive MIMO: Mapping channels in space and frequency,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.419814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 94b216c1-3b5f-4cab-aa99-e11b57c8206e · outbound

This paper cites Generating CKM Using Others' Data: Cross-AP CKM Inference with Deep Learning.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Generating CKM Using Others' Data: Cross-AP CKM Inference with Deep Learning

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:01:52.863973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 294adee9-2ac8-4376-92e0-dbe4dbb512fa · outbound

This paper cites Generative CKM construction using partially observed data with diffusion model,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Generative CKM construction using partially observed data with diffusion model,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.387870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dcd5796c-0474-4679-acd9-8a4ef071b31e · outbound

This paper cites Zero-1-to-3: Zero-shot one image to 3D object,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Zero-1-to-3: Zero-shot one image to 3D object,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.365272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f3e2a5b2-7df8-4d3f-bd97-789bccd263af · outbound

This paper cites Eschernet: A generative model for scalable view synthesis,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Eschernet: A generative model for scalable view synthesis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.338760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c1b1ebc5-38b0-4175-87cb-2d9ac6620ee4 · outbound

This paper cites Nearest neighbor pattern classification,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Nearest neighbor pattern classification,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.306792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cce48344-cfd5-4265-9559-bb7965a9c46d · outbound

This paper cites How much data is needed for channel knowledge map construction?.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks How much data is needed for channel knowledge map construction?

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.283264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 159ccb38-870c-4500-9435-218ea6e8f91f · outbound

This paper cites RadioDiff: An effective generative diffusion model for sampling- free dynamic radio map construction,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks RadioDiff: An effective generative diffusion model for sampling- free dynamic radio map construction,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.248729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d3273ac3-6a7a-4396-93be-2f97e22b9210 · outbound

This paper cites Denoising diffusion probabilistic mod- els,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Denoising diffusion probabilistic mod- els,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.222107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b5d8502b-97b5-441a-83bd-6868fca79ea1 · outbound

This paper cites Diffusion models beat GANs on image synthesis,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Diffusion models beat GANs on image synthesis,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.191532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 35b8c957-f342-4e64-b6a6-e272b0736032 · outbound

This paper cites Palette: Image-to-image diffusion models,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Palette: Image-to-image diffusion models,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.163171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 86cf2a98-1a2e-4eca-8d1c-83c043e98091 · outbound

This paper cites Classifier-Free Diffusion Guidance.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Classifier-Free Diffusion Guidance

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:52.667978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d69086c2-1f95-47ea-a45d-05107859c48d · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks High- resolution image synthesis with latent diffusion models,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.137598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dd8ab601-e158-4ab3-af19-396a3b2789b6 · outbound

This paper cites RoFormer: Enhanced transformer with rotary position embedding,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks RoFormer: Enhanced transformer with rotary position embedding,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.109494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e8f0829-6dbb-4509-874c-c871d546b8b6 · outbound

This paper cites Attention is all you need,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Attention is all you need,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:52.696065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dbae542-bbc6-4efa-9a9a-c7af9ac7686b · outbound

This paper cites Perceiver: General perception with iterative attention,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Perceiver: General perception with iterative attention,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.040724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3053a158-88ba-4076-8046-273fccb234d9 · outbound

This paper cites Convnext v2: Co-designing and scaling convnets with masked autoencoders,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Convnext v2: Co-designing and scaling convnets with masked autoencoders,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:53.007609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23b3c54b-19dd-48ba-a318-a9294dfa3c11 · outbound

This paper cites Dataset of Pathloss and ToA Radio Maps With Localization Application.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Dataset of Pathloss and ToA Radio Maps With Localization Application

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:52.722397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cc5678f-87b6-4077-8755-d6367ac17492 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks Image quality assessment: from error visibility to structural similarity,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:01:52.977569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5a357433-dd4f-43ed-847f-19962f1675c3 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks The unreasonable effectiveness of deep features as a perceptual metric,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T11:01:52.737519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 066df7e7-6cf3-4f18-bb79-046dcfd7c74a · inbound

A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awareness cites this paper.

A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awareness BS-1-to-N: Diffusion-Based Environment-Aware Cross-BS Channel Knowledge Map Generation for Cell-Free Networks

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:25:21.970480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af6663db-1ba7-42f2-a4f8-ca11dda579db · inbound

A Tutorial on Learning-Based Radio Map Construction: Data, Paradigms, and Physics-Awareness cites this paper.

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-13T23:08:19.232619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.