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Paper Citation Record · LEDGER

Classification of Radio Signals and HF Transmission Modes with Deep Learning

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:1906.04459.

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

pith.paper-citation-record.v1
1906.04459 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T01:09:14.144097Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-22T18:46:56.617060Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f40c2f3e-7c40-44f8-8b2c-e7b5c46dfd72 · inbound

Microring Perceptron Sensing for Low-Power Radio-Frequency Detection with Quantum-Compatible Photonic Preprocessing cites this paper.

Microring Perceptron Sensing for Low-Power Radio-Frequency Detection with Quantum-Compatible Photonic Preprocessing Classification of Radio Signals and HF Transmission Modes with Deep Learning

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-22T18:46:56.624488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-22T18:46:43.059096Z digest=sha256:dc4a06fe13e6323a6454351c263e66179845c7e13b05971d314e08efe3e77fe8

Observation a629d9ac-0800-4e73-a370-f088bdecbe57 · inbound

A Neural Rejection System Against Universal Adversarial Perturbations in Radio Signal Classification cites this paper.

A Neural Rejection System Against Universal Adversarial Perturbations in Radio Signal Classification Classification of Radio Signals and HF Transmission Modes with Deep Learning

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T01:09:14.144097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:09:14.144097Z digest=sha256:f2e50c7e010c6e312db5a90435f7dfb050cf920143328704438dde309177f1cb

Observation b3f88ae6-0527-4010-a9fa-e67759b6c424 · inbound

EMind: A Foundation Model for Multi-task Electromagnetic Signals Understanding cites this paper.

EMind: A Foundation Model for Multi-task Electromagnetic Signals Understanding Classification of Radio Signals and HF Transmission Modes with Deep Learning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T16:18:16.535447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:18:16.535447Z digest=sha256:5e9d6b7acf606143632fa15ba77ee551eb8a39c0a63c9f11a8e4a13d13fcb397