Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T19:16:35.074755Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2607.24283.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T19:16:35.074755Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
32 of 32 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 27bcc626-aebb-478a-897b-ec1760c527f6 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Toward environment-aware 6G communications via channel knowledge map,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2f729a3-6ac1-4bd2-8fb7-37abc3cc81f1 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis A tutorial on environment-aware communications via channel knowledge map for 6G,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b60c5070-6ae4-4716-a2ff-bd69bf1495aa · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis On the road to 6G: Visions, requirements, key technologies, and testbeds,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03576b93-d985-4175-aa6c-55925d9d2c3f · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Channel gain map estimation for wireless networks based on scatterer model,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05a60793-a3fe-4a89-9fd8-a37aa8c44c38 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis UA V-aided radio map construction exploiting environment semantics,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4e879fa-d1af-4b93-88a4-b56e1bfec9fa · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Model-aided deep learning method for path loss prediction in mobile communication systems at 2.6 GHz,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94dd1fa9-3427-43ca-9408-dcdb6e91548f · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis On the spatial predictability of communication channels,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc163dd2-5394-433b-a3cc-4de92cfe5119 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis How much data is needed for channel knowledge map construction?
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee3937c2-d649-4a2a-81cb-f680e2a087bd · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis A novel 6G dynamic channel map based on a hybrid channel model,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5dadfb9-ddc2-4d2b-93a9-60b08f1a050f · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Channel gain map estimation based on 3-D virtual scatterer model,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b6a124b-970e-4446-8047-574e18f05675 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Channel gain map tracking via distributed Kriging,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f432c4ae-180d-4e46-84f2-b08ef084d17a · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Channel knowledge map for cellular-connected UA V via binary bayesian filtering,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7370319b-d77d-463c-ab90-5ed521cd7ce8 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Trajectory optimiza- tion for cellular-connected UA V in complex environment with partial CKM,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c8701b0-2f64-46c0-a96d-d6d4dcdc5faa · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis CKMDiff: A Generative Diffusion Model for CKM Construction via Inverse Problems with Learned Priors
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 211baa62-aa60-4a85-a75d-b089e423d265 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis R 2net: 2D deep residual learning with height embedding for 3D radio map estimation,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c347bacb-98f1-4e11-88e6-e7c4eed99fb6 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Sparse bayesian learning-based 3-D radio environment map construction—sampling optimization, scenario-dependent dictio- nary construction, and sparse recovery,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de3c4ca9-5f9d-4dbd-9dc2-b87d46a53353 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Spatial wireless channel prediction under location uncertainty,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd7c7cb5-08be-4429-82dd-47f9a13ddb58 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Analysis of channel knowledge map updating from information perspective,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fdd64ef-2a4e-43b4-a31e-72f3eaff4cb3 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Optimal update times for stale informa- tion metrics including the age of information,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4404b41b-704e-4ba5-ba1b-38fac132b2aa · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Modeling, capacity studies, antenna and system designs for 6G/B6G 3-D continuous-space radio channels enabled by electromagnetic information theory,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b659ced-2ea4-40ff-8cc8-8357876e8c3e · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis 28- GHz indoor continuous-space channel measurements and AI-enabled 6G channel map construction,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eada96e-444f-4f80-894f-7477a855b8cf · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Pervasive wireless channel modeling theory and applications to 6G GBSMs for all frequency bands and all scenarios,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48be581f-6b96-4a12-a2d1-9ee35de290f5 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis An enhanced 6G pervasive channel model towards standardization,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71ce6eb8-300c-4e12-a4b4-7e6f87f4503e · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99ddac34-8ebc-4544-8388-855f63c8d085 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Simultaneous navigation and radio mapping for cellular-connected UA V with deep reinforcement learning,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 033ca0b1-6289-4556-89e1-826addd9009b · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Cellular-connected UA V: Performance analysis with 3D antenna modelling,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa741c71-bdb3-41ae-89b6-a23a0d24528d · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Wireless communication for low-altitude economy with UA V swarm enabled two- level movable antenna system,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a21dd75a-49ca-4ff8-8807-18b2a477a091 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9a22be5-6f2e-4a79-a4c1-b696f48e8e93 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Kriging-based interference power constraint: Integrated design of the radio environment map and transmission power,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 747d57a7-eb27-4db8-b7f6-0d20a4079732 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Channel knowledge map (CKM)-assisted multi-UA V wireless network: CKM construction and UA V placement,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79f77f8c-6d57-4cd7-aa22-8e02139bbf27 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis About regression- Kriging: From equations to case studies,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ab1358-1c01-47a6-a74c-36fc5ff71278 · outbound
Where to Perform Channel Measurements for CKM Construction: A Random Field Theory Analysis Optimization by simulated annealing,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.