The convergence of Large Language Models (LLMs) and Convolutional Neural Networks (CNNs) is fundamentally transforming radio spectrum analysis from a manual, expertise-dependent process into an intelligent, self-improving system.
Spectrum analysis and signal identification is challenging because of the range of waveforms that exist in any given frequency band. In addition to the crowded spectrum, the environment tends to be diverse in terms of propagation conditions and non-cooperative interference sources.
Doppler signals of a radar are used to filter moving objects from complicated background noise. For air surveillance radar, Doppler filtering can be relatively easy because targets move faster than the background noise.
Effective AI image recognition software not only decodes images, it also has a predictive ability. Software trained to interpret images is smart enough to identify objects, places, people, signals and actions in images or videos.
Passive detection, classification and geolocation of Starlink user terminals from their Ku-band uplink, with a compact horn antenna and no cooperation from the network.
Detect, classify and geolocate RF emitters along borders and around secured areas, around the clock and without constant human supervision.
AI turns the contested electromagnetic spectrum into actionable intelligence at machine speed, from modulation recognition to drone and jammer detection.
AI detects illegal GNSS jamming devices in trucks and cars, from a single roadside sensor that covers a complete road area.
AI detects smuggled mobile phones, wireless devices and delivery drones in prisons, with a single sensor covering a complete prison area.
Server-based instruments that plan, run and interpret measurements autonomously.
Spectrum and signal analysis with cognitive signal processing built in.
Cognitive radar with adaptive waveforms for reliable detection and tracking.
Intelligent vision systems that detect, classify and track objects.
Field platforms that carry sensing to where the signals are.
LIDAR products are coming soon.
Instruments that expose a native MCP server for people and AI agents.
RF and microwave
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