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SignalEye – AI Software for Automated Signal Classification

General Dynamics SignalEye™ solution provides spectrum situational awareness by automating the classification of signals through the use of machine learning. This electronic warfare software provides tactical warfighters and security personnel with a timely, accurate view of the threat in the RF spectrum. SignalEye is always on - learning and alerting you to the signals that threaten you and your mission.

DETECT, ISOLATE AND CLASSIFY SIGNALS FOR RF SPECTRUM SITUATIONAL AWARENESS

General Dynamics SignalEye uses artificial intelligence (AI) to provide warfighters and security personnel with a timely, accurate view of the threat in the RF spectrum and enables analysts to detect trends in the adversary’s behavior. SignalEye doesn’t require specialized hardware acceleration. In a tactical context, this electronic warfare software deploys on a commodity hardware as an add-on to a RF front end system solution such as iRF’s LiteRail™ or your existing front end. In a classified or unclassified Amazon cloud context, it scales to process petabytes of data.

FEATURES AT A GLANCE

  • Machine Learning – signal classification using convolutional neural networks (CNN)

  • Data Driven – detection capabilities based on neural network training

  • Streaming – signal detection in streaming digital RF data

  • Software Only – solution runs on general purpose computer

  • Hardware Independent – RF front-end agnostic

  • Mission Independent – integrates with existing user-focused mission interfaces

  • Standards Based – supports VITA-49, VITA Radio Transport

  • Public API – C/C++, Python, Java, Scala 

SignalEye Electronic Warfare AI Software
SignalEye Radio frequency RF artificial

RF SIGNAL TYPES

  • Frequency Modulation (FM)

  • Quadrature Amplitude Modulation (QAM)

  • Minimum-Shift Keying (MSK)

  • Orthogonal Frequency-Division Multiplexing (OFDM)

  • Amplitude Shift Keying (ASK)

  • Frequency Shift Keying (FSK)

  • Gaussian Minimum Shift Keying (GMSK)

  • Phase-Shift Keying (PSK)

SIGNALEYE AND YOUR ELECTRONIC WARFARE (EW) SYSTEM

Metadata provided by SignalEye:

  • Modulation Type

  • Center Frequency

  • Bandwidth

  • Signal-to-Noise Ratio (SNR) in dB

  • Capture Start and Stop Time

  • Capture Duration in Milliseconds

  • Capture Time Offset in Milliseconds

  • Neural Network Confidence

SignalEye in Context - AI Software For A