GPS-Denied Localization.

ROBOTICs-Localisation C++ / Python / C PX4 / Flight controller ROS / ROS2 Jetson orin / Qualcomm QRB5165 / Raspberry pi

Fig 1.0: Demonstration of real-time VLA inference on an industrial manipulator.

Observations and Results

GPS denied navigation is a important topic of the new generation war-fare. GPS denied navigation over come GPS.

By tokenizing both visual frames and natural language instructions, the transformer outputs high-frequency motor commands (Joint Velocities) directly. This bypasses the need for traditional modular planning stacks, reducing latency by 40%.

Open source architecture

  • • Openvins
  • • QVIO
  • • VINS_MONO

Objective

  • • GPS denied navigation
  • • Vision based localisation
  • • Visual inertial Odometry
Robot in lab
Software inference screen

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