Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T19:21:19.709458Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2606.08246.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T19:21:19.709458Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
23 of 23 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d5c57dfc-b876-4fcc-b63a-30dc5f1d1d70 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Location- based schemes for mitigating cyber threats on connected and automated vehicles: A survey and design framework,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b039d2f1-c5c6-4c26-ba1c-c145bbb29104 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Radio communication for communications-based train control (CBTC): A tutorial and survey,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5925012-0689-4777-9a00-abaeec3eaef9 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Short-term fading behavior in high-speed railway cutting scenario: Measurements, analysis, and statistical models,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b12943a-0d06-4dfa-9ac4-72c65f17a5fc · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Challenges toward wireless communications for high-speed railway,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51410bc6-3f3b-4c95-a8b5-9a85fd1d6370 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling A temporal attention unit-based machine learning model for efficient radio wave propagation prediction in tunnels,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a077a4e-8c53-42c9-8c0d-a3e359c5f827 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling An alternative di- rection decomposition scheme and error analysis for parabolic equation model,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f407ed8d-8b2f-4050-b6fe-eb21abb9f9bc · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Wave propagation modeling of tunnels in complex meteorological environments with parabolic equation,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d08721e-fd86-4474-9b0f-f9f1cb54eba3 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling PETOOL: MATLAB-based one-way and two-way split-step parabolic equation tool for radiowave propagation over variable terrain,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae68d19c-7f2a-4949-92f9-98bd914db268 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Efficient parabolic equation-driven CNN propagation model in tunnels based on frequency conversion,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4b694b4-391a-4d41-ac69-f28474fa2cd6 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling A generalizable physics-informed long-range attentive network for radio wave propagation modeling in tunnels,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f782c009-9321-4acf-9a72-00e04f01b9b5 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling A high-accuracy dynamically-stacked residual lstm-based radio wave prop- agation model for long-distance tunnels,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d21016be-6978-4427-848e-b189ec1963ba · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling MARS: Radio Map Super-resolution and Reconstruction Method under Sparse Channel Measurements
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e7eeb8f9-d8c8-4bd0-b12f-077438234f47 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Artificial intelligence enabled radio propagation for communications—Part II: Scenario identification and channel modeling,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2dc87be-b816-4710-99e6-2b29abf6f673 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling An overview of machine learning techniques for radiowave propagation modeling,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0416447-b135-47c1-b9aa-c43a1925faaf · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Wave propagation modeling techniques in tunnel environments: A survey,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 440ce0f0-8456-4003-b2b5-11fdd4e2e4f2 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Efficient physics-based recurrent neural network model for radio wave propagation in tunnels at 2.4 GHz,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73094ebc-a523-48cf-a120-696f213c4359 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Artificial neural network models for radiowave propagation in tunnels,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd229976-73a7-44eb-9288-b9b6e6b0773d · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling A high-accuracy deep back-projection CNN-based propagation model for tunnels,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4888fc3d-e5a0-42a3-9852-d7ff22386197 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling 3D convolutional neural networks for human action recognition,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 940256bd-90bc-484b-9a63-5fc6e517d748 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Learning spatiotemporal features with 3D convolutional networks,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37abb171-0d3c-41a6-baa6-1eb92aafc2e0 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling A hybrid ray- tracing/vector parabolic equation method for propagation modeling in train communication channels,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf83cb9f-c534-4054-9db1-f1c1708de9c9 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling 3d parabolic equation model of em wave propagation in tunnels,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 412980b4-49cc-442d-80a2-3746d6e4a638 · outbound
Spatio-Sequential Recurrent Network for 3-D Tunnel Propagation Modeling Random search for hyper-parameter opti- mization,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.