Paper Citation Record · LEDGER

GSBF: Gaussian Splatting for Environment-Aware Beamforming

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.05896.

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

pith.paper-citation-record.v1
2608.05896 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:38:10.633855Z

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 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

18 of 18 outbound references displayed

verified exact2
verified fuzzy12
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9af41627-9811-4500-9631-67bb42f54d36 · outbound

This paper cites The roadmap to 6G: AI empowered wireless networks,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming The roadmap to 6G: AI empowered wireless networks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T21:38:10.547079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d8e80c-3216-4043-8ae5-c6f48abb92a2 · outbound

This paper cites Beamforming design for large-scale antenna arrays using deep learning,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Beamforming design for large-scale antenna arrays using deep learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:11.093062Z

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 8eb1d9e0-587a-44c9-a747-318249453d9c · outbound

This paper cites Grid-less mmwave beam alignment through deep learning,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Grid-less mmwave beam alignment through deep learning,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:11.075733Z

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 296b2f87-3df7-428f-bb9c-bb983695a000 · outbound

This paper cites Environment-aware and training-free beam alignment for mmWave massive MIMO via channel knowledge map,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Environment-aware and training-free beam alignment for mmWave massive MIMO via channel knowledge map,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:11.058609Z

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 a23cf1c7-3132-4a2f-bedc-4ade2f96ec0d · outbound

This paper cites Deep learning- based millimeter wave beam recommendation via channel knowledge map,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Deep learning- based millimeter wave beam recommendation via channel knowledge map,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:11.040840Z

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 31c26bb7-1784-4697-8a4e-b2649ad60e36 · outbound

This paper cites Deep learning for location based beamforming with Nlos channels,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Deep learning for location based beamforming with Nlos channels,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:11.020908Z

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 d65efb98-603b-4b16-8adc-dc82fe4a7e8a · outbound

This paper cites Toward intelligent millimeter and terahertz communication for 6G: Computer vision-aided beamforming,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Toward intelligent millimeter and terahertz communication for 6G: Computer vision-aided beamforming,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:11.002690Z

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 5f735e3e-e061-457c-a55e-070f7aa07f8f · outbound

This paper cites Environment semantics aided wireless communications: A case study of mmWave beam pre- diction and blockage prediction,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Environment semantics aided wireless communications: A case study of mmWave beam pre- diction and blockage prediction,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T21:38:10.583304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea74f61-5e14-413f-9beb-8d08702eb3ad · outbound

This paper cites 3-D LiDAR and GPS aided beam tracking in millimeter wave vehicular communications,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming 3-D LiDAR and GPS aided beam tracking in millimeter wave vehicular communications,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:10.975619Z

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 464f22ce-f979-4472-b4b9-0c0c4386e3bf · outbound

This paper cites Multi-modal data driven virtual base station construction for massive MIMO beam alignment,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Multi-modal data driven virtual base station construction for massive MIMO beam alignment,

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T21:38:10.871027Z

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 792286a8-a070-48b4-afc7-a3fbb81bec8a · outbound

This paper cites 3D Gaussian splatting for real-time radiance field rendering,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming 3D Gaussian splatting for real-time radiance field rendering,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:10.958721Z

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 36a5e403-c451-4e23-af21-600bbc773c11 · outbound

This paper cites Neural representation for wireless radiation field reconstruction: A 3D Gaussian splatting approach,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Neural representation for wireless radiation field reconstruction: A 3D Gaussian splatting approach,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:10.941100Z

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 32c34e2e-5b68-434d-9c5c-fef0e9009a13 · outbound

This paper cites RF-3DGS: Wireless channel modeling with radio radiance field and 3D Gaussian splatting,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming RF-3DGS: Wireless channel modeling with radio radiance field and 3D Gaussian splatting,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:10.923266Z

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 e52a8289-85c2-4e67-9101-fb31dbb12e62 · outbound

This paper cites Bridging Visual and Wireless Sensing via a Unified Radiation Field for 3D Radio Map Construction.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Bridging Visual and Wireless Sensing via a Unified Radiation Field for 3D Radio Map Construction

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T21:38:10.613014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2b884d-e7ed-403b-a7c1-940e9ef64e86 · outbound

This paper cites Efficient angle-domain processing for FDD-based cell-free massive MIMO systems,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming Efficient angle-domain processing for FDD-based cell-free massive MIMO systems,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:10.906158Z

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 8d3b0d05-4aca-4383-85af-3143e1d3ee9f · outbound

This paper cites SG-Splatting: Accelerating 3D Gaussian Splatting with Spherical Gaussians.

GSBF: Gaussian Splatting for Environment-Aware Beamforming SG-Splatting: Accelerating 3D Gaussian Splatting with Spherical Gaussians

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T21:38:10.623213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3316337c-59ba-4535-9a13-a1c3b19ea9e4 · outbound

This paper cites BiGS: Bidirectional Gaussian Primitives for Relightable 3D Gaussian Splatting.

GSBF: Gaussian Splatting for Environment-Aware Beamforming BiGS: Bidirectional Gaussian Primitives for Relightable 3D Gaussian Splatting

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T21:38:10.681998Z

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 e79a92ac-442c-45dd-b61c-5ee626859d24 · outbound

This paper cites A tutorial on beam management for 3GPP NR at mmWave frequencies,.

GSBF: Gaussian Splatting for Environment-Aware Beamforming A tutorial on beam management for 3GPP NR at mmWave frequencies,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T21:38:10.889089Z

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

No inbound Pith citation observations are available.