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Thursday, November 21, 2024

Revolutionizing drone navigation: AI algorithms take flight

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Mun Y. Choi, PhD, President | University of Missouri

Mun Y. Choi, PhD, President | University of Missouri

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The University of Missouri is leading a groundbreaking project that aims to revolutionize drone navigation using AI algorithms. The project, supported by a $3.3 million grant from the U.S. Army Engineer Research and Development Center, focuses on developing autonomous drone technology that can navigate using visual landmarks without the need for human intervention.

According to Kannappan Palaniappan, a Curators’ Distinguished Professor leading the project, the ability for drones to operate autonomously is crucial in situations where GPS navigation signals are lost, such as during natural disasters or military operations. Palaniappan highlighted the limitations of current drone technology, stating that most drones rely on GPS navigation and are unable to reroute themselves when the signal is lost.

The project aims to equip drones with advanced visual sensors and AI-powered algorithms that will enable them to perceive and interact with their environment independently. Palaniappan envisions a future where drones can make decisions autonomously, incorporating a range of skills and contextual knowledge similar to those possessed by human drone pilots.

Furthermore, the team is working on developing advanced imagery capabilities for drones, including 3D or 4D mapping and monitoring applications. By leveraging technologies such as lidar and thermal imaging, combined with deep learning and machine learning algorithms, drones could provide valuable assistance in various scenarios, from disaster response to infrastructure monitoring.

Palaniappan emphasized the potential of drones to aid in post-disaster assessment by creating 3D digital twin models of affected areas. By utilizing cloud and high-performance computing methods, drones could efficiently collect data and transmit it for analysis, enabling quick and accurate assessments without the need for additional onboard software.

The multidisciplinary team at the University of Missouri, along with collaborators from other institutions, is at the forefront of advancing intelligent scene perception and autonomous navigation for drones. Through their innovative research and technological developments, they are paving the way for a new era in drone technology.

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