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Navigation solutions for land and aerial vehicles without GNSS

BadB will increase the autonomy of UAVs and UGVs and make troops more survivable, less reliant on radio links and more productive by allowing them to work with more UAVs and UGVs.

Specific objectives include the development of weather independent up-to-date satellite imagery maps for unmanned aerial and ground vehicles, development of a machine vision module, an image recognition system and development of a path planning system, based on sensor data, cross-platform data sharing and swarming."

BadB will focus on navigation solutions for land and aerial vehicles without relying on global navigation satellite systems (GNSS). This will be achieved by using satellite maps data and machine vision algorithms to determine the position of the vehicle. 

Outcomes

weather independent
up-to-date
SATELLITE IMAGERY MAPS

A MACHINE
VISION MODULE

AN IMAGE RECOGNITION
SYSTEM

PATH PLANNING SYSTEM
based on:

sensor data

cross-platform data sharing

swarming

Impact

The expected impact of the project is for European defence forces and the defence industry to have an affordable, platform-agnostic GNSS-free navigation solution for unmanned systems. The mission success rate and quality are improved by using multiple UAVs and UGVs in a single mission with a single operator. 

Project partners

Actionable Land Monitoring Solutions

The Location
Awareness Co.

Jamming-resistant high performance drones for front line operators

AI for Policing & Defence

In cooperation with

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Project coordinator

KappaZeta

© 2025 by BadB

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Defence Agency. Neither the European Union nor the granting authority can be held responsible for them. 

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