Paper Citation Record · LEDGER

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction

As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2412.17414.

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

pith.paper-citation-record.v1
2412.17414 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:33:03.905017Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T19:33:37.698794Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T19:38:21.250732Z

Reference resolution

37 of 37 outbound references displayed

verified exact3
verified fuzzy34
unresolved0
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c8910fc-2882-4f70-bafa-cdbd926c1051 · outbound

This paper cites A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.611761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a25ac568-3c5a-4041-a2ee-dbf6f7f8bec3 · outbound

This paper cites Scaling up MIMO: Opportunities and challenges with very large arrays,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Scaling up MIMO: Opportunities and challenges with very large arrays,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.597036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 29831c1f-60b9-4298-8d76-1d78150f1fd8 · outbound

This paper cites Energy and spectral effi- ciency of very large multiuser MIMO systems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Energy and spectral effi- ciency of very large multiuser MIMO systems,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.480828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d23cf653-a8a3-42f9-96d6-278b8831030d · outbound

This paper cites An overview of massive MIMO: Benefits and challenges,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction An overview of massive MIMO: Benefits and challenges,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.466271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a862e614-0164-4e61-9863-d7765ed89ef5 · outbound

This paper cites 2019, 3GPP TS 38.331, Version 16.5.0.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction 2019, 3GPP TS 38.331, Version 16.5.0

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.451980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 593628c0-29b8-4062-a42c-4177bb1077b3 · outbound

This paper cites Impact of channel aging on cell-free massive MIMO over spatially correlated channels,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Impact of channel aging on cell-free massive MIMO over spatially correlated channels,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.436787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c9aeb423-70ee-4eeb-84c0-9210d196eb6f · outbound

This paper cites Accurate channel prediction based on transformer: Making mobility negligible,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Accurate channel prediction based on transformer: Making mobility negligible,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.422257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9dfc5da-ac8f-4be9-9651-a3d5150255ca · outbound

This paper cites Estimation of fast time-varying channels in OFDM systems using two-dimensional prolate,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Estimation of fast time-varying channels in OFDM systems using two-dimensional prolate,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.407247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 65092fab-23cb-4b47-a243-3e1565bdd039 · outbound

This paper cites Sinusoidal modeling and adaptive channel prediction in mobile OFDM systems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Sinusoidal modeling and adaptive channel prediction in mobile OFDM systems,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.392015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be97403b-f39b-4562-84c8-d0fba1e09648 · outbound

This paper cites Addressing the curse of mobility in massive MIMO with prony-based angular-delay domain channel predictions,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Addressing the curse of mobility in massive MIMO with prony-based angular-delay domain channel predictions,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.377617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f4d02f9-d45a-43fe-831d-24fdb4adce27 · outbound

This paper cites A compressive sensing based channel prediction scheme with uneven pilot design in mobile massive MIMO systems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction A compressive sensing based channel prediction scheme with uneven pilot design in mobile massive MIMO systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.363617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 833b9792-89c8-4da3-9acc-5b5efea564c6 · outbound

This paper cites Channel estimation via orthogonal matching pursuit for hybrid MIMO systems in millimeter wave com- munications,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Channel estimation via orthogonal matching pursuit for hybrid MIMO systems in millimeter wave com- munications,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.348714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9a76d74e-0d8b-4e4f-bc19-9ec07f634ce3 · outbound

This paper cites Autoregressive modeling for fading channel simulation,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Autoregressive modeling for fading channel simulation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.334208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dde82713-33a5-4802-930d-c2455a2cb51e · outbound

This paper cites Machine learning-based channel prediction in massive MIMO with channel aging,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Machine learning-based channel prediction in massive MIMO with channel aging,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.318768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c6284a22-a72a-4cfc-83a5-7c854d23bb9b · outbound

This paper cites Autoregressive modeling of mobile radio propagation channel in building ruins,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Autoregressive modeling of mobile radio propagation channel in building ruins,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.303766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 056ffed9-3367-49fa-9632-8a0578a7b8a1 · outbound

This paper cites Autoregressive modeling approach for non-stationary vehicular channel simulation,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Autoregressive modeling approach for non-stationary vehicular channel simulation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.288253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1908adab-9f89-448e-b645-052e4da59f71 · outbound

This paper cites Spectral efficiency of time- variant massive MIMO using wiener prediction,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Spectral efficiency of time- variant massive MIMO using wiener prediction,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.273755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 448f8df5-ca59-4028-8a15-df3073fb1899 · outbound

This paper cites Deterministic equivalent performance analysis of time-varying massive MIMO systems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Deterministic equivalent performance analysis of time-varying massive MIMO systems,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.259593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8c2b0015-1df4-4248-93bf-86cff3e64f3c · outbound

This paper cites Tracking of time-varying mobile radio channels. 1. the Wiener LMS algorithm,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Tracking of time-varying mobile radio channels. 1. the Wiener LMS algorithm,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.244779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 39bf430a-8b4c-42fe-ae02-57f1020fb0eb · outbound

This paper cites Low-complexity eigenvector prediction-based precoding matrix prediction in massive MIMO with mobility.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Low-complexity eigenvector prediction-based precoding matrix prediction in massive MIMO with mobility

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:33:03.993258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c084c267-661f-4f66-976d-870c4a5f0567 · outbound

This paper cites Effects of channel aging in massive MIMO systems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Effects of channel aging in massive MIMO systems,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.229691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e3ed558a-102c-48a3-8374-5daa7eeb8b1c · outbound

This paper cites Performance analysis of (TDD) massive MIMO with Kalman channel prediction,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Performance analysis of (TDD) massive MIMO with Kalman channel prediction,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.214920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08c24fcb-3765-4e7b-8e47-e0b2a519a6c2 · outbound

This paper cites Massive MIMO channel prediction: Kalman filtering vs. machine learning,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Massive MIMO channel prediction: Kalman filtering vs. machine learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.200060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 15056a44-6631-47c1-a5dc-4fc7e4265d59 · outbound

This paper cites The benefits of electromagnetic information theory for channel estimation,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction The benefits of electromagnetic information theory for channel estimation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.185524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f6ee0ec7-7155-4b79-bd31-98f6490d1fa7 · outbound

This paper cites Electromagnetic information theory: Fundamentals, modeling, applications, and open problems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Electromagnetic information theory: Fundamentals, modeling, applications, and open problems,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.171532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d2d2163-a3cc-4447-ae33-706898f8b1f6 · outbound

This paper cites Mumtaz, J.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Mumtaz, J

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.156440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 605ae8af-c261-4714-be6f-b08411a4c5fb · outbound

This paper cites Doppler spread and coherence time of rural and highway vehicle-to-vehicle channels at 5.9 ghz,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Doppler spread and coherence time of rural and highway vehicle-to-vehicle channels at 5.9 ghz,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.140451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 183ae509-71fe-4cc2-8e18-cccbd2e76b5b · outbound

This paper cites Near-Field Channel Modeling for Electromagnetic Information Theory.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Near-Field Channel Modeling for Electromagnetic Information Theory

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:33:03.972012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e4a90bad-1587-4ce4-ba10-f0472e7b800f · outbound

This paper cites Twelve scientific challenges for 6G: Rethinking the foundations of communications theory,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Twelve scientific challenges for 6G: Rethinking the foundations of communications theory,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.124431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation be4045a2-b66e-4804-9572-eed895dbcdc5 · outbound

This paper cites An electromagnetic information theory based model for efficient characterization of MIMO systems in complex space,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction An electromagnetic information theory based model for efficient characterization of MIMO systems in complex space,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.109149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09fb14f3-be4e-4b58-b869-79fa6553d31d · outbound

This paper cites Electromagnetic information theory motivated near-field channel model,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Electromagnetic information theory motivated near-field channel model,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.093124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18716b89-5d8a-4832-9041-300cde5e7b1b · outbound

This paper cites Electromagnetic Information Theory-Based Statistical Channel Model for Improved Channel Estimation.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Electromagnetic Information Theory-Based Statistical Channel Model for Improved Channel Estimation

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:33:03.949419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 214934b6-45da-4c24-abef-0070be674064 · outbound

This paper cites A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.076624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2ac6a82-ec40-4df9-ba57-d6aeae5c2f88 · outbound

This paper cites Sparse Gaussian conditional random fields: Algorithms, theory, and application to energy forecasting,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Sparse Gaussian conditional random fields: Algorithms, theory, and application to energy forecasting,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.061756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4040096c-f353-474e-bdbc-0b987f12b9c8 · outbound

This paper cites Linear multiple low-rank kernel based stationary Gaussian processes regression for time series,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Linear multiple low-rank kernel based stationary Gaussian processes regression for time series,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.044147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ffff0ee9-d99f-421b-8a98-111ce83aa215 · outbound

This paper cites Majorization-minimization algo- rithms in signal processing, communications, and machine learning,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Majorization-minimization algo- rithms in signal processing, communications, and machine learning,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.025841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 687a7c8e-bf39-48db-8f1f-c7d7780c821b · outbound

This paper cites Near-field channel estimation in mixed LoS/NLoS environments for extremely large-scale MIMO systems,.

Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction Near-field channel estimation in mixed LoS/NLoS environments for extremely large-scale MIMO systems,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T05:33:04.009444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 7f0e975d-6d87-480f-9109-f39af30c1f24 · inbound

A Novel Geometry-Aware GPR-Based Energy-Efficient and Low-Overhead Channel Estimation Scheme cites this paper.

A Novel Geometry-Aware GPR-Based Energy-Efficient and Low-Overhead Channel Estimation Scheme Spatio-Temporal Electromagnetic Kernel Learning for Channel Prediction

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:38:21.252503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.