Paper Citation Record · LEDGER

Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2209.07519.

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

pith.paper-citation-record.v1
2209.07519 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:21:52.404754Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:09:41.649820Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d5ef2f92-f7e5-4498-ac1b-32adaf9c7a03 · inbound

Sensing-Aided 6G Drone Communications: Real-World Datasets and Demonstration cites this paper.

Sensing-Aided 6G Drone Communications: Real-World Datasets and Demonstration Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T21:21:52.404754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e4bc4be-926e-4625-8eb1-67934e308eae · inbound

Multi-Modal Beamforming with Model Compression and Modality Generation for V2X Networks cites this paper.

Multi-Modal Beamforming with Model Compression and Modality Generation for V2X Networks Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:38.836334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c690d4ef-d69b-4186-87cf-10f0b0b0d239 · inbound

Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications cites this paper.

Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:30:43.079128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b7c01d36-8667-4e54-8b42-bc878ac43fd9 · inbound

Multimodal Learning for MIMO Beam Prediction Based on Variational Inference cites this paper.

Multimodal Learning for MIMO Beam Prediction Based on Variational Inference Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:35:47.093835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15a514ac-45c6-4392-bb20-153f53f7f762 · inbound

Resolving Multi-Target Association in OFDM-based ISAC via Vision-aided Multi-Modal Learning cites this paper.

Resolving Multi-Target Association in OFDM-based ISAC via Vision-aided Multi-Modal Learning Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:09:41.651712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ec1e30fe-42e1-4cba-8672-8117dd565cc5 · inbound

Radar-Aided Near-Field Beam Prediction via Beam Map Learning for XL-MIMO V2I Communications cites this paper.

Radar-Aided Near-Field Beam Prediction via Beam Map Learning for XL-MIMO V2I Communications Multi-Modal Beam Prediction Challenge 2022: Towards Generalization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T04:13:28.699514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.