Paper Citation Record · LEDGER

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control?

As of 10 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2605.24028.

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

pith.paper-citation-record.v1
2605.24028 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T17:07:36.208370Z

measured 13 of 13 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

13 of 13 outbound references displayed

verified exact2
verified fuzzy11
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1256940b-a2fd-4efc-a625-5c5213bdcc3b · outbound

This paper cites Toward Environment-aware 6G Communications via Channel Knowledge Map,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Toward Environment-aware 6G Communications via Channel Knowledge Map,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.543907Z

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 3517f52b-914b-4e39-baf8-758ac0f05bbf · outbound

This paper cites Engineering Radio Maps for Wireless Resource Management,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Engineering Radio Maps for Wireless Resource Management,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.551774Z

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 1bfd48d0-db71-4823-aa68-2999a205da03 · outbound

This paper cites Radio Environment Maps: The Survey of Construction Methods,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Radio Environment Maps: The Survey of Construction Methods,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.557363Z

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 b733c5ed-1000-4374-9303-6a2f67b98491 · outbound

This paper cites A Recent Survey on Radio Map Estimation Methods for Wireless Networks,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? A Recent Survey on Radio Map Estimation Methods for Wireless Networks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.560564Z

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 2c43b2b4-e76a-4191-9c56-f7dcdc7e48e7 · outbound

This paper cites Recurrent World Models Facilitate Policy Evolution,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Recurrent World Models Facilitate Policy Evolution,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.549056Z

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 89060bbb-6a82-47b4-9886-6a22ec5af7b4 · outbound

This paper cites Mastering Diverse Control Tasks Through World Models,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Mastering Diverse Control Tasks Through World Models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.555986Z

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 1275f2e3-8dcc-4287-8cd9-640dd6f103f2 · outbound

This paper cites An Indoor Radio Mapping Dataset Combining 3D Point Clouds and RSSI.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? An Indoor Radio Mapping Dataset Combining 3D Point Clouds and RSSI

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-28T03:23:21.962427Z

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 0f5d5765-3db1-49b5-b73d-191441cbda2c · outbound

This paper cites Indoor radio map construction and localization with deep Gaussian processes,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Indoor radio map construction and localization with deep Gaussian processes,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.554734Z

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 e7d1717f-2e45-4809-a9ce-5b0a1a9cd08e · outbound

This paper cites Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.563607Z

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 d7bf92da-359c-4e4c-bc3d-309c2f6c2849 · outbound

This paper cites Bayesian-Driven Graph Reasoning for Active Radio Map Construction.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Bayesian-Driven Graph Reasoning for Active Radio Map Construction

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:14:57.295021Z

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 e5e5184f-a657-420f-a648-9ce6e08cd992 · outbound

This paper cites Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Fast and Accurate Cooperative Radio Map Estimation Enabled by GAN,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.553669Z

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 a240ebd8-5ead-4fcc-9ba8-9b91612adb78 · outbound

This paper cites Deep Completion Autoencoders for Radio Map Estimation,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Deep Completion Autoencoders for Radio Map Estimation,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.548683Z

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 53032e96-59e0-4aa2-81c7-5e6a472bc3f0 · outbound

This paper cites Radio tomographic imaging with wireless networks,.

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control? Radio tomographic imaging with wireless networks,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T10:54:50.546206Z

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.

Pith citing papers

No inbound Pith citation observations are available.