Paper Citation Record · LEDGER

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2605.28234.

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

pith.paper-citation-record.v1
2605.28234 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:51:24.020842Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

39 of 39 outbound references displayed

verified exact2
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation daf89e2a-0c88-4fae-b10a-fad71cedf0da · outbound

This paper cites 3d radio map recon- struction based on generative adversarial networks under constrained air- craft trajectories,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm 3d radio map recon- struction based on generative adversarial networks under constrained air- craft trajectories,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 6e35a4f5-c5ee-4c82-ab0b-71010e39464d · outbound

This paper cites Deep-learning-based radio map reconstruction for v2x communications,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Deep-learning-based radio map reconstruction for v2x communications,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 626370aa-b1b3-40c7-8e55-b1a49ac4438d · outbound

This paper cites Space- based multi-dimensional spectrum situation awareness: A robust stream- ing tensor subspace tracking approach,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Space- based multi-dimensional spectrum situation awareness: A robust stream- ing tensor subspace tracking approach,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Observation c8d993d4-f987-43bd-925f-d2b245a22f1b · outbound

This paper cites Spectrum situation awareness based on time-series depth networks for lte-r communica- tion system,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Spectrum situation awareness based on time-series depth networks for lte-r communica- tion system,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 309284c6-4b74-4e8e-9c55-37449556b9bd · outbound

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

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Radiounet: Fast radio map estimation with convolutional neural networks,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c54cabfc-73b8-4d88-9354-45c170a14ab8 · outbound

This paper cites Radiodun: A physics-inspired deep unfolding network for radio map estimation,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Radiodun: A physics-inspired deep unfolding network for radio map estimation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d734da3-cf83-4750-a7dd-cc5dc4ac17f1 · outbound

This paper cites Pmnet: Robust pathloss map prediction via supervised learning,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Pmnet: Robust pathloss map prediction via supervised learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 9b994098-33f9-47a6-98e3-06d179b18147 · outbound

This paper cites RadioFormer: A Multiple-Granularity Radio Map Estimation Transformer with 1\textpertenthousand Spatial Sampling.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm RadioFormer: A Multiple-Granularity Radio Map Estimation Transformer with 1\textpertenthousand Spatial Sampling

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:26.493202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9dd1c940-2e60-48e9-8828-085d39fccdab · outbound

This paper cites Kriging-based interference power constraint: Integrated design of the radio environment map and transmission power,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Kriging-based interference power constraint: Integrated design of the radio environment map and transmission power,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 839b84a1-3a0e-4197-bcaf-ea0ec0bbeb76 · outbound

This paper cites Fixed rank kriging for cellular coverage analysis,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Fixed rank kriging for cellular coverage analysis,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 035af77f-d84a-474a-8737-789fa68dfab7 · outbound

This paper cites Winips: Wifi-based non-intrusive indoor positioning system with online radio map construc- tion and adaptation,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Winips: Wifi-based non-intrusive indoor positioning system with online radio map construc- tion and adaptation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 37be2c8f-a526-4b1f-a538-57b69513ef8c · outbound

This paper cites High-efficiency urban 3d radio map estimation based on sparse measurements,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm High-efficiency urban 3d radio map estimation based on sparse measurements,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1406936-7ae3-4951-aa39-5113c1f9552d · outbound

This paper cites Radio map crowdsourcing update method using sparse representation and low rank matrix recovery for wlan indoor positioning system,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Radio map crowdsourcing update method using sparse representation and low rank matrix recovery for wlan indoor positioning system,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a623a4f1-2bec-4cca-a184-c9ad9139a575 · outbound

This paper cites Compressed tensor completion: Approach for uav-aided 3-d radio map construction,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Compressed tensor completion: Approach for uav-aided 3-d radio map construction,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 951f4e35-2a56-437a-b399-933a8f71ecbb · outbound

This paper cites 3d compressed spectrum mapping with sampling locations optimization in spectrum- heterogeneous environment,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm 3d compressed spectrum mapping with sampling locations optimization in spectrum- heterogeneous environment,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 4c49c6c4-0494-4888-a578-a772de77812a · outbound

This paper cites Ra- diomamba: Breaking the accuracy-efficiency trade-off in radio map construction via a hybrid mamba-unet,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Ra- diomamba: Breaking the accuracy-efficiency trade-off in radio map construction via a hybrid mamba-unet,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation a4373408-feef-4664-95a5-58f35d30f346 · outbound

This paper cites Paying deformable attention to sparse spatial observations for deep radio map estimation,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Paying deformable attention to sparse spatial observations for deep radio map estimation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04a17988-30a9-46b6-ac41-0a3c8037ca05 · outbound

This paper cites Uav trajectory optimization for spectrum cartography: A ppo approach,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Uav trajectory optimization for spectrum cartography: A ppo approach,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7359c361-8914-423b-9f6c-7140e9794086 · outbound

This paper cites 3d spectrum mapping based on roi-driven uav deployment,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm 3d spectrum mapping based on roi-driven uav deployment,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73d037eb-4f52-46f0-8928-e2574108aca7 · outbound

This paper cites Spectrum surveying: Active radio map estimation with autonomous uavs,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Spectrum surveying: Active radio map estimation with autonomous uavs,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74416715-4883-4af4-a916-fd2a236e0d95 · outbound

This paper cites Simultaneous navigation and radio mapping for cellular-connected uav with deep reinforcement learning,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Simultaneous navigation and radio mapping for cellular-connected uav with deep reinforcement learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66ae544d-9351-4ad7-9873-007c7869c385 · outbound

This paper cites Energy-efficient aav coverage aware navigation under continuous dynamic constraints: An offlineonline radio map-enhanced drl method,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Energy-efficient aav coverage aware navigation under continuous dynamic constraints: An offlineonline radio map-enhanced drl method,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation d0b8d86c-18ce-4ff4-8baa-e123010cae42 · outbound

This paper cites Online trajectory optimization for energy-efficient cellular-connected uavs with map reconstruction,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Online trajectory optimization for energy-efficient cellular-connected uavs with map reconstruction,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c00ca54-340b-4d24-8e51-81a6b5cad875 · outbound

This paper cites Adaptive informative path planning using deep reinforcement learning for uav-based active sensing,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Adaptive informative path planning using deep reinforcement learning for uav-based active sensing,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0fc350-64dc-4c54-8ffa-e0b7ec66162e · outbound

This paper cites Bayesian active learning for sample efficient 5g radio map reconstruction,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Bayesian active learning for sample efficient 5g radio map reconstruction,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 61014b83-5cee-4e6e-b6a2-3cdd2c590877 · outbound

This paper cites A reinforcement learning framework for efficient informative sensing,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm A reinforcement learning framework for efficient informative sensing,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 6f70cc99-83e3-48ee-8dc4-122408403991 · outbound

This paper cites Sparse bayesian learning-based 3-d radio environment map constructionsampling optimization, scenario-dependent dictionary construction, and sparse recovery,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Sparse bayesian learning-based 3-d radio environment map constructionsampling optimization, scenario-dependent dictionary construction, and sparse recovery,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 3b576d61-59bc-4d12-a8ff-c6f57e8d023e · outbound

This paper cites Uav-aided efficient informative path planning for autonomous 3d spectrum mapping,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Uav-aided efficient informative path planning for autonomous 3d spectrum mapping,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e66dd5-29ec-4f1f-86a5-5f62cd12da00 · outbound

This paper cites Sparse bayesian learning-based hierarchical construction for 3d radio environment maps incorporating channel shadowing,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Sparse bayesian learning-based hierarchical construction for 3d radio environment maps incorporating channel shadowing,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation bae2a83a-d3c9-46b4-b7d3-52a6a3ea7aa4 · outbound

This paper cites Learning-based optimization of the under-sampling pattern in mri,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Learning-based optimization of the under-sampling pattern in mri,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b4c22ad-625a-465e-b243-8fe42ed3bdaa · outbound

This paper cites Active mr k-space sampling with reinforcement learning,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Active mr k-space sampling with reinforcement learning,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87952c51-260a-4743-9f40-154fa5874cc6 · outbound

This paper cites Radio environment map construction based on gaussian process with positional uncertainty,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Radio environment map construction based on gaussian process with positional uncertainty,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 9d00d948-6cc5-49bf-b6e5-82b16dd11308 · outbound

This paper cites an unresolved cited work.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation c013ade9-44e0-448c-a245-cb85681f5d56 · outbound

This paper cites Dataset of pathloss and toa radio maps with localization application.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Dataset of pathloss and toa radio maps with localization application

Reference 34

Resolution: verified exact; doi, observed 2026-06-29T12:53:26.228511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15a495e6-4dee-4ab5-a7ef-c11b7bdf4fd3 · outbound

This paper cites Generative ai on spectrumnet: An open benchmark of multiband 3- d radio maps,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Generative ai on spectrumnet: An open benchmark of multiband 3- d radio maps,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation d2dffc15-6088-419d-8b91-eb68f1aa63eb · outbound

This paper cites Optimal distance- constrained path planning for sparse radio map recovery,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm Optimal distance- constrained path planning for sparse radio map recovery,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Observation 7f435643-be8d-421d-ba13-916769a86b9e · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm U-net: Convolutional networks for biomedical image segmentation,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b3a0117-2e01-48be-b91f-5ef706941dbf · outbound

This paper cites CBAM: convolutional block attention module,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm CBAM: convolutional block attention module,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3065f8-4639-4ce5-aa4d-d781f0172727 · outbound

This paper cites On the comparison of bilinear, cubic spline, and fuzzy interpolation techniques for robotic position measurements,.

Bridging the Sampling Distribution Shift in Radio Map Estimation: A Trajectory-Aware Paradigm On the comparison of bilinear, cubic spline, and fuzzy interpolation techniques for robotic position measurements,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-29T12:51:24.020842Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.