Superpose

Superpose research collection · 2026

Signal ATLAS

A map of the signal world

An evidence-led preview of a growing RF dataset collection for signal foundation models.

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Collection thesis

Signals need context, not just samples.

We pair RF I/Q with structured labels and provenance, then publish the validation boundaries alongside the capability. Verified natural-language annotations are the next modality—not a claim about what ships today.

Collection map

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Communications

Communications v1

A controlled communications signal capability spanning single emitters and wideband multi-emitter scenes.

Validated capability · Public corpus forthcoming

Counter-UAS

Counter-UAS v1

Drone-emitted RF and co-band confusers for classification and scene understanding.

Validated capability · Public corpus forthcoming

Radar

Radar

A future collection domain.

Under development

Satellite & Navigation

Satellite & Navigation

A future collection domain.

Under development

Spectrum Environments

Spectrum Environments

A future collection domain.

Under development

Wireless Sensing

Wireless Sensing

A future collection domain.

Under development

Multimodal path

Now

Signal and structure

RF I/Q paired with machine-readable labels and generation provenance.

Next

Verified language

Natural-language annotations grounded in structured scene truth and checked before release.

Later

A broader signal map

Radar, satellite and navigation, spectrum environments, and wireless sensing—each only promoted when evidence supports it.

Validation principles

Evidence travels with the dataset.

  • Separate generated evidence from real-world claims.
  • Make limitations and non-claims prominent.
  • Prefer established RF libraries and traceable provenance.
  • Publish reports and representative figures at stable URLs.