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PNT, GNSS, and Remote Sensing AI

Thrust Area

PNT, GNSS Resilience, and Remote Sensing AI

COSMIAC develops resilient PNT and GNSS technologies, including threat detection, classification, mitigation, machine-learning deployment, anti-jam waveform concepts, signal processing, remote sensing AI, and situational-awareness networks for contested environments.

This thrust combines machine learning, signal processing, embedded deployment, waveform design, data fusion, remote sensing, and mission-relevant demonstrations.

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Suggested image: SatNavTA hardware, GNSS signal analysis, remote sensing AI, or situational-awareness network graphic.

Resilient navigation and sensing in contested environments

Positioning, navigation, and timing systems are essential to modern aerospace, defense, transportation, communications, and field operations. COSMIAC focuses on technologies that detect, classify, mitigate, and communicate emerging threats to GNSS and related navigation systems.

This work supports software and hardware pathways, including model development, model deployment, signal analysis, waveform concepts, remote sensing, and mission-relevant demonstrations.

Focus areas

  • GNSS threat detection and classification
  • Machine learning model development and deployment
  • Embedded hardware for edge inference
  • Anti-jam and resilient waveform concepts
  • Situational awareness networks
  • Remote sensing AI and signal processing

Capabilities

Applied signal processing, machine learning, embedded deployment, and mission network support for resilient PNT and sensing systems.

GNSS threat detection

Methods to detect and classify jamming, spoofing, interference, and emerging threats to GNSS and PNT systems.

Machine learning development

Model development, training, testing, validation, and deployment for signal classification, anomaly detection, remote sensing, and decision support.

Embedded deployment hardware

Hardware development and embedded implementation for deploying models in contested or constrained environments.

Anti-jam waveform concepts

Waveform analysis and concept development for mitigating or bypassing threats that can degrade or deny GNSS receivers.

Situational awareness networks

Data relay and situational awareness concepts that help decision makers understand and respond to PNT threats.

Remote sensing AI

Machine learning and signal processing for remote sensing, image recognition, object detection, segmentation, and bandwidth-efficient data handling.

Strengthen PNT and sensing resilience.

Work with COSMIAC on GNSS threat detection, signal processing, embedded AI, waveform concepts, or remote sensing analytics.

Contact COSMIAC