Pith. sign in

Paper Citation Record · LEDGER

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2606.24476.

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

pith.paper-citation-record.v1
2606.24476 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-25T22:29:36.869698Z

measured 15 of 15 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

15 of 15 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b37f0465-2384-417c-9151-bbc3bd869ef1 · outbound

This paper cites 6G Channel Modeling: Requirement, Measurement, Methodology and Simulator.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models 6G Channel Modeling: Requirement, Measurement, Methodology and Simulator

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:50:04.618897Z

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.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:5bc9364bfa82f3f7718a37091ed13aa5189efaafc6cae7310c3f2b21d942047c

Observation ae89e134-075f-484d-b003-f64dba2a6d62 · outbound

This paper cites Wireless environmental information theory: A new paradigm toward 6G online and proactive environment intelligence communication,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models Wireless environmental information theory: A new paradigm toward 6G online and proactive environment intelligence communication,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:9edda62fb8cabc657c48aa59e71217163c464abebd601eebb9a27ca54336e986

Observation 966cba6f-84cf-446f-993d-3127eeed10bc · outbound

This paper cites ChannelGPT: A large model toward real-world channel foundation model for 6G envi- ronment intelligence communication,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models ChannelGPT: A large model toward real-world channel foundation model for 6G envi- ronment intelligence communication,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:0809efc1550a15ac30bfb815d23833937adc6ed212b44d7ce5a5a41a8125eb25

Observation 3a3af0ae-0a15-40d9-88ea-d13485fc50b7 · outbound

This paper cites Digital twin channel for 6G: Concepts, architectures and potential applications,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models Digital twin channel for 6G: Concepts, architectures and potential applications,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:bf508601a2da540bb3f44ac341736696cebec5f9df53abe0a1c8263bde02686a

Observation 9d2d60f3-c454-4fb9-9556-7351674f473a · outbound

This paper cites DataAI-6G: A system parameters configurable channel dataset for AI-6G research,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models DataAI-6G: A system parameters configurable channel dataset for AI-6G research,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:6397cda08ce8f1e93e1cd8d3b9317efd631f10995262fbc763a4e21f93cbb3be

Observation 5b5c23d9-6b79-429c-8a80-4e36b35333e8 · outbound

This paper cites BUPTSounder Pro: A multi-modal environment-channel joint data acquisition system for 6G digital twin channel,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models BUPTSounder Pro: A multi-modal environment-channel joint data acquisition system for 6G digital twin channel,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:b39bed6a0fcb46007e5c67e7956d94e45406326123c4e49f2ce07902ff15f7ad

Observation 3a934634-f0a9-489e-acf5-ad9e912b5b89 · outbound

This paper cites DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models DeepMIMO: A Generic Deep Learning Dataset for Millimeter Wave and Massive MIMO Applications

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-04T18:50:04.621498Z

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.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:148e1366587045a2f150f9dd86e6dedf46c259776e756fd92b27567a8e76f7d5

Observation de78f292-6ef7-42fe-a420-50e4119bd72b · outbound

This paper cites WAIR-D: Wireless AI Research Dataset.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models WAIR-D: Wireless AI Research Dataset

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:50:04.624019Z

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.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:a4deb7d1382f9ab866ec3edceb57e64c4214ffb0ee8f1e813798b83dc277f69f

Observation f8269370-7743-4042-9b0c-22e570d0243b · outbound

This paper cites CKMImageNet: A comprehensive dataset to enable channel knowledge map construction via computer vision,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models CKMImageNet: A comprehensive dataset to enable channel knowledge map construction via computer vision,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:0483e26fe62acf5a582ed20925ad855a499d1f22528fb3693ce09ca6defc9870

Observation 97379068-76f5-4572-af03-09ac4fc68442 · outbound

This paper cites RadioDiff-3D: A 3D×3D radio map dataset and generative diffusion-based benchmark for 6G environment-aware communication,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models RadioDiff-3D: A 3D×3D radio map dataset and generative diffusion-based benchmark for 6G environment-aware communication,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:4af2f74d9451dc6ebf448f213906dee6204d0775a58882e41a29c2657d4d1cc3

Observation 13cf40a8-10b0-4163-89e8-c090171a60a4 · outbound

This paper cites M 3SC: A generic dataset for mixed multi-modal (MMM) sensing and communication integration,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models M 3SC: A generic dataset for mixed multi-modal (MMM) sensing and communication integration,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:739c563cc0e6a35ebe39019f5449b40a3d52aff6fc984b8cbc99c13a73619066

Observation c6e2bc7e-02b3-4ebe-93ba-3d794765f936 · outbound

This paper cites DeepSense 6G: A large-scale real-world multi-modal sensing and communication dataset,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models DeepSense 6G: A large-scale real-world multi-modal sensing and communication dataset,

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:7af413fc4de9031b62f9534b90309a5efa5a9536e2e0760924f93ee08ace3335

Observation d99e3d95-26d3-4563-b980-6afc8a268751 · outbound

This paper cites Deep residual learning for image recognition,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models Deep residual learning for image recognition,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:e29008d5f52b164b23aa9b299f0403c9eef733e0bceed5523e6ef063a44f123e

Observation 8024d572-30ea-4f1f-9a6d-681c19f6d5e5 · outbound

This paper cites PointNet++: Deep hierarchical feature learning on point sets in a metric space,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models PointNet++: Deep hierarchical feature learning on point sets in a metric space,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:8424f8642991b8f910e257e91450dae3f917cbe988d48cd3570f45da32fb3ff4

Observation 841c12da-ea8e-484c-81de-6eaec9dbad9c · outbound

This paper cites Attention is all you need,.

WiWorld-RealData: A Real-World Multi-Modal Dataset for 6G Wireless World Models Attention is all you need,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-25T22:29:36.869698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-25T22:29:36.869698Z digest=sha256:d77ee8a7c6941ae3a116406bc9b54b0f369126b57d22373a6ac270328aeef17a

Pith citing papers

No inbound Pith citation observations are available.