Paper Citation Record · LEDGER

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking

As of 14 July 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2604.16708.

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

pith.paper-citation-record.v1
2604.16708 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T07:37:23.849555Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-02T07:28:02.140152Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T07:36:44.731355Z

Reference resolution

17 of 17 outbound references displayed

verified exact3
verified fuzzy14
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79a7cbf0-c104-4988-ad81-1641ead732c9 · outbound

This paper cites The roa d towards 6G: A comprehensive survey.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking The roa d towards 6G: A comprehensive survey

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.656614Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 6465498d-920c-4e97-9fb1-bd3b95ba87df · outbound

This paper cites Environment sema ntic communication: Enabling distributed sensing aided networ ks.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Environment sema ntic communication: Enabling distributed sensing aided networ ks

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.680186Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 1d7f39d7-542f-45ed-8e63-49ee7b705715 · outbound

This paper cites P osition-aided beam prediction in the real world: How useful GPS locations a ctually are?.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking P osition-aided beam prediction in the real world: How useful GPS locations a ctually are?

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.682385Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 0191353d-c2b6-49f2-9182-1188f5f4e9e9 · outbound

This paper cites Radar aided 6G beam predic tion: Deep learning algorithms and real-world demonstration.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Radar aided 6G beam predic tion: Deep learning algorithms and real-world demonstration

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.675897Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 59477db5-e900-4e18-8428-798c672d5b4e · outbound

This paper cites Lid ar aided wireless networks-beam prediction for 5G.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Lid ar aided wireless networks-beam prediction for 5G

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.672981Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 2216e3fb-f6c0-4b7b-a457-f8eb3e889810 · outbound

This paper cites Vision-position multi-modal beam prediction using real m illimeter wave datasets.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Vision-position multi-modal beam prediction using real m illimeter wave datasets

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.668010Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation ff1cd515-b23b-4785-9978-7cdf920cb76b · outbound

This paper cites Sensing-assisted high reliable communication: A transfo rmer- based beamforming approach.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Sensing-assisted high reliable communication: A transfo rmer- based beamforming approach

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.686936Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation c3704b15-8e2c-461d-a486-a28ac7837752 · outbound

This paper cites Advancing mul ti- modal beam prediction with cross-modal feature enhancemen t and dynamic fusion mechanism.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Advancing mul ti- modal beam prediction with cross-modal feature enhancemen t and dynamic fusion mechanism

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.670866Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 7cd3d3b7-e606-47fa-93a0-80c21cbfd5b7 · outbound

This paper cites Resource-efficient beam pre- diction in mmwave communications with multimodal realistic simulation framework.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Resource-efficient beam pre- diction in mmwave communications with multimodal realistic simulation framework

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:47:13.010975Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 0d2c60bf-ad57-467f-95dd-a25a2778907f · outbound

This paper cites Lidar aided futu re beam prediction in real-world millimeter wave V2I communicatio ns.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Lidar aided futu re beam prediction in real-world millimeter wave V2I communicatio ns

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.661226Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation a64374ef-b1e0-42ba-8d12-740613640a49 · outbound

This paper cites Millimeter wave V2V beam tracking using radar: Algorithms and real-world demonstra tion.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Millimeter wave V2V beam tracking using radar: Algorithms and real-world demonstra tion

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.665655Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 77d37a7c-6216-4416-83ea-2efa3adc1da8 · outbound

This paper cites Attention-enhanced learning for sensing-assisted long- term beam tracking in mmWave communications.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Attention-enhanced learning for sensing-assisted long- term beam tracking in mmWave communications

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.663392Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 66922d02-c208-4088-a596-26419e4c6684 · outbound

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

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Knowledge Distillation for Sensing-Assisted Long-Term Beam Tracking in mmWave Communications

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:04:52.038621Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation f4900ce3-8833-4036-8b6a-5407e82e12b8 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:50:41.039820Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 7d176bac-3cd3-4427-873f-b30cd3382b2c · outbound

This paper cites Attention is all you ne ed.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Attention is all you ne ed

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.694642Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 9152349a-37fe-4809-902e-f415866a8cdf · outbound

This paper cites Focal loss for dense object detection.

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Focal loss for dense object detection

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.692388Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Observation 35ecb498-232b-4ef8-9039-a5e6c8af24eb · outbound

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

Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking Deepsense 6G: A large-scale real-world multi-modal sensing and communication dataset

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T13:04:11.689437Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.

Pith citing papers

Observation 079115df-5b91-4c11-afab-477a8d2e2ba5 · inbound

Lightweight Vision-Aided Beam Tracking for Cross-Environment mmWave Communications cites this paper.

Lightweight Vision-Aided Beam Tracking for Cross-Environment mmWave Communications Knowledge Distillation for Lightweight Multimodal Sensing-Aided mmWave Beam Tracking

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:36:44.732644Z

Source-reported events for the cited work

Unavailable: named source frontier unavailable.