Paper Citation Record · LEDGER

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs

As of 9 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2604.13720.

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

pith.paper-citation-record.v1
2604.13720 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T13:18:41.085249Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:29:45.004725Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T11:29:45.594867Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy17
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f850abe9-6170-40ca-b082-9c53f0979566 · outbound

This paper cites Context-driven access point selection for connected vehicles using reinforcement learning.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Context-driven access point selection for connected vehicles using reinforcement learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.850885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 104181e9-52c9-4295-853b-fc31e5062550 · outbound

This paper cites A machine- learning-based access point selection strategy for automated guided vehicles in smart factories.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs A machine- learning-based access point selection strategy for automated guided vehicles in smart factories

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.859721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e29a53c0-03f0-4c91-973c-e0b8065d4ee0 · outbound

This paper cites RadioUNet: Fast radio map estimation with convolutional neural networks.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs RadioUNet: Fast radio map estimation with convolutional neural networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.855280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3049b8a7-ac82-46ad-bb55-b4d4ca0f9475 · outbound

This paper cites Toward environment-aware 6g communications via channel knowledge map.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Toward environment-aware 6g communications via channel knowledge map

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.910737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90251d62-881a-4060-96e9-90084f2c2cd5 · outbound

This paper cites Location based beamforming.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Location based beamforming

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.914453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f4ad00d5-5842-4f91-a1f6-344340c497d9 · outbound

This paper cites Location-based robust beamforming design for cellular-enabled UA V communications.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Location-based robust beamforming design for cellular-enabled UA V communications

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.906722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed7e9a54-71d9-4957-a0d8-6c365260799e · outbound

This paper cites No pilots, no problem: A generative model for position-based downlink precoding.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs No pilots, no problem: A generative model for position-based downlink precoding

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.871916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 212339fc-042d-4276-b45d-b22cc6bb4633 · outbound

This paper cites Linear precoding game for MIMO MAC with dynamic access point selection.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Linear precoding game for MIMO MAC with dynamic access point selection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.888554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4acee3a-986b-4dba-8a12-b07236817b66 · outbound

This paper cites Hoydis, S.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Hoydis, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.875875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1203ae17-6a23-47e7-8a19-4c66eaa7f298 · outbound

This paper cites Learning structured output representation using deep conditional generative models.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Learning structured output representation using deep conditional generative models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.867790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf02d7a3-aad9-4877-97cb-f79edaa1db50 · outbound

This paper cites An introduction to variational autoen- coders.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs An introduction to variational autoen- coders

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.863486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b87af5e-3c5d-4186-b83c-c9ddf5fa924d · outbound

This paper cites Leveraging variational autoencoders for parameterized MMSE estimation.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Leveraging variational autoencoders for parameterized MMSE estimation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.892241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d4cf4c0-2cf5-4ac5-ba63-5a96c19cb4bc · outbound

This paper cites A statistical characterization of wireless channels conditioned on side information.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs A statistical characterization of wireless channels conditioned on side information

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.880295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f069196e-03e9-4461-8f8d-65e2a272d8f9 · outbound

This paper cites Variational autoencoder for channel estimation: Real-world measurement insights.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Variational autoencoder for channel estimation: Real-world measurement insights

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.884498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed86d31b-0ccc-4547-9f91-bf7a12c4ac7d · outbound

This paper cites Efficient use of fading correlations in MIMO systems.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs Efficient use of fading correlations in MIMO systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.895888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f0e76ef-4bb6-481c-964b-f59863c6c005 · outbound

This paper cites A stochastic weighted MMSE approach to sum rate maximization for a MIMO interference channel.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs A stochastic weighted MMSE approach to sum rate maximization for a MIMO interference channel

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.899603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd7410af-aa64-4aaf-b050-9840b01eb548 · outbound

This paper cites On the spectral bias of neural networks.

Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs On the spectral bias of neural networks

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T00:26:56.902959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation c1152c50-0c31-4a7a-81fb-1019f525b9c9 · inbound

Joint Access Point Selection and Precoder Design under Statistical CSI cites this paper.

Joint Access Point Selection and Precoder Design under Statistical CSI Context-Aware CSI Prediction for Access Point Selection Utilizing Conditional VAEs

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:29:45.680399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.