- Lockheed Martin Skunk Works® and Arquimea have developed an AI-based anomaly detection system for ISR platforms, improving detection of changes through electro-optical and infrared spectra.
- The technology reduces sensor scans needed for detecting physical changes and enhances applications in security, disaster response, and environmental monitoring.
- Plans to expand these techniques to other sensors and decision-making processes for autonomous systems are set for 2025.
Lockheed Martin Skunk Works®, in collaboration with Spanish technology company Arquimea, has successfully demonstrated an advanced anomaly detection system for Intelligence, Surveillance, and Reconnaissance (ISR) platforms. This new system leverages artificial intelligence and machine learning to detect changes in physical features using electro-optical and infrared spectra, effectively minimizing the number of required sensor scans.
The demonstration involved a simulated small uncrewed air system (UAS) navigating a jungle environment. Utilizing neural networks with episodic memories, the system was able to recognize environmental changes and create unique views, even from angles that had not been previously observed. This capability significantly enhances the detection of irregularities by comparing stored memories with new observations.
One of the critical applications of this technology is in areas such as security enhancement, disaster response, and environmental monitoring. The system's ability to detect hidden threats, wildfires, pollution, and equipment failures significantly improves situational awareness, enables early warnings, and supports more informed decision-making.
Lockheed Martin (LMT, Financial) and Arquimea plan to further explore applying these techniques in 2025, focusing on improving decision-making processes and sensor capabilities for autonomous systems. This initiative underscores Lockheed Martin's dedication to fostering the development of advanced AI-powered systems that enhance military and dual-use applications.
"Our collaboration with Arquimea is pivotal in advancing artificial intelligence and machine learning technologies, supporting Spain's active role in developing such cutting-edge systems," stated Emanuele Serafini, Lockheed Martin's Vice President for West Europe.
This innovative advancement aligns with Lockheed Martin's strategy on crewed-uncrewed teaming, aiming to optimize operational flexibility, streamline data-to-decision timelines, and ensure enhanced pilot safety.
