Autonomous Navigation
for Unmanned Aircraft

AI-Native Embedded Linux for fixed-wing, multirotor, and VTOL aircraft. MAVLink 2.0 with message signing, PX4 Autopilot 1.16.0, 16-state EKF sensor fusion, and NPIE v2.0.0 inference — running on Linux 6.12 LTS + PREEMPT_RT in 64 MB.

uav-flight-01
$ neuraos --flight-status
✓ Kernel: PREEMPT_RT 6.12 LTS
✓ PX4 Autopilot: 1.16.0 active
✓ EKF: 16-state fusion (IMU+GPS+Baro+Mag)
✓ MAVLink 2.0: message signing enabled
✓ Remote ID: ASTM F3411 compliant
Flight systems nominal — latency <0.8ms
$ _

Native MAVLink 2.0 with message signing and PX4 Autopilot 1.16.0 integration. 16-state EKF sensor fusion (IMU, GPS, Baro, Mag) on a Linux 6.12 LTS PREEMPT_RT kernel delivers deterministic < 1 ms latency for attitude, velocity, and position control.

GPS-denied visual-inertial SLAM for environments where satellite signals are unavailable or jammed. Stereo and monocular camera fusion with IMU data builds real-time 3D maps for autonomous waypoint navigation in urban canyons and indoor spaces.

Built-in swarm engine with V/Line/Circle/Grid formations and Raft leader election. WiFi mesh networking (802.11s + BATMAN-adv) coordinates fleets with Remote ID (ASTM F3411) compliance, RAUC OTA updates, and eBPF QoS for MAVLink priority.

NeuralOS v5.0.0 provides the AI-Native Embedded Linux layer between your flight controller and mission application. It handles 16-state EKF sensor fusion, NPIE v2.0.0 perception, MAVLink 2.0 communication, and swarm coordination — so your team can focus on the mission.

Hard real-time guarantees with < 1 ms latency in a 64 MB footprint, < 5 s boot.

Authenticated command links to PX4 Autopilot 1.16.0 with eBPF QoS traffic priority.

12 inference backends for camera, LiDAR, and thermal inputs processed entirely on-device.

V/Line/Circle/Grid formations, Raft leader election, and ASTM F3411 Remote ID compliance.

From infrastructure inspection to fleet-scale delivery, NeuralOS powers autonomous aircraft with edge AI.

Autonomous visual inspection of power lines, wind turbines, bridges, and pipelines. AI-driven defect detection on-device with LiteRT, precision flight paths with centimetre-level accuracy.

LiteRT defect detection at the edge
Centimetre-level precision flight paths
Automated report generation -- 80% faster inspections

High-resolution photogrammetry and LiDAR mapping for construction, mining, and environmental monitoring. Automated survey missions with GPS-RTK positioning.

Photogrammetry and LiDAR point cloud generation
GPS-RTK for centimetre-level geo-referencing
On-board image stitching for real-time orthomosaics

Last-mile autonomous delivery with precision landing, dynamic obstacle avoidance, and weather-adaptive routing. Swarm engine coordinates dozens of aircraft.

Precision landing with < 10 cm accuracy
Dynamic obstacle avoidance and weather routing
WiFi mesh (802.11s + BATMAN-adv) fleet coordination

Multispectral crop health analysis, NDVI mapping, and variable-rate precision spraying. NeuralOS processes imagery on-board for offline actionable insights.

NDVI and multispectral crop health analysis
Variable-rate precision spraying with ArduPilot
Edge processing -- no cloud uploads required

From single-drone prototypes to fleet-scale deployments — our aerospace team will help you integrate NeuralOS into your airframe and mission stack.