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Clarity Beyondthe Noise

Radar DSP, FPGA firmware, and AI-based signal processing for the Zynq UltraScale+ RFSoC family — from architecture trade studies to verified, deployable IP cores. Under active contract with defense and commercial clients.

5
Engineers · One Bench
+11.3 dB
Measured SNR Gain
TRL 8
Flight Hardware Heritage

DSP

Digital Signal Processing

FPGA

Field-Programmable Gate Arrays

AI/ML

Artificial Intelligence

RFSoC

RF System on Chip

SDR

Software Defined Radio

Core Capabilities

Denoising. Detection.
Deployment.

AI Signal Denoising

NeuroRF: a convolutional denoising autoencoder that reconstructs clean waveforms from noisy input. Waveform-agnostic, end-to-end trainable, deployable as software or FPGA IP on existing hardware.

+11.3 dB

Measured Mean SNR Improvement

Radar DSP IP Cores

VHDL cores for the Zynq UltraScale+ RFSoC family: CFAR detection, pulse compression, polyphase channelization, DDC, NCO/DDS, and MTS-aware multi-channel ingest. Delivered with simulation harnesses and verification reports.

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Core Families

RFSoC Enclosures

1U/2U rackmount enclosures for the Xilinx ZCU216 and RealDigital RFSoC 4x2 development boards. Integrated thermal management, front-panel I/O, tool-less board installation.

1U/2U

Form Factors

Radar Program Experience

Contributions to active defense modernization scopes: strategic early-warning, tactical air-defense, multi-band surveillance, AESA beamforming, and next-generation RFSoC signal processors. Specifics under NDA.

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Program Domains

Products

Software you can license.
Hardware you can rack.

NeuroRF AI signal processing visualization
In Development

01 / NeuroRF

Neural Signal
Denoising

NeuroRF is a convolutional denoising autoencoder that reconstructs clean waveforms from noisy input. It runs on the RF hardware you already own — as host software or as an FPGA IP core.

  • +11.3 dB mean SNR improvement, measured on held-out QPSK/8-PSK test data
  • Waveform-agnostic — no per-signal parameter tuning
  • Synthetic training pipeline for rapid adaptation to new signal domains
  • No new antennas, amplifiers, or front-end modifications
Learn More
RFSoC rackmount enclosure
Coming Soon

02 / RFSoC Enclosures

Rackmountable
RFSoC Solutions

Professional 1U/2U rackmountable enclosures engineered for the Xilinx ZCU216 and RealDigital RFSoC 4x2 development boards. Built to drop into existing lab and production rack infrastructure.

  • 1U and 2U rackmount form factors
  • Designed for ZCU216 and RFSoC 4x2 boards
  • Professional thermal management
  • Starting at $2,500 (board not included)
Learn More

Get Started

Tell us what
you're building.

Send the platform, the signal environment, and the constraint you're working against. Every inquiry is read and answered by the engineers who will do the work — not a sales layer.