White Paper

Drone Obstacle Avoidance: A Technical White Paper

May 4, 2026

Complete guide to drone obstacle avoidance: sensors, algorithms, companion computers, and four deployment paths for BVLOS-ready autonomy.

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Drone Obstacle Avoidance: Deploying, Building, and Purchasing for Your Platform

A complete guide to the obstacle avoidance stack, featuring detailed evaluations of sensors, algorithms, companion computers, and software frameworks from leading manufacturers.

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Obstacle avoidance has shifted from premium feature to critical infrastructure. The FAA's Part 108 BVLOS rulemaking and the Pentagon's target of 300,000+ small UAS by 2027 both make Detect and Avoid a baseline requirement. But the landscape is fragmented across firmware-level solutions, ROS stacks, proprietary engines, and closed ecosystems, with a dozen sensor types and a half-dozen algorithm families competing for attention.

Inside This Essential Resource:

  • The Full Software Stack: Firmware-level avoidance (PX4, ArduPilot), companion computer planning, perception libraries (OpenCV, YOLO, Bonxai), and proprietary engines (Skydio, Shield AI, Auterion)
  • Sensor Selection Guide: LiDAR, vision, ToF, radar, and ultrasonic options with NDAA status across Lightware, Ouster, Sony, RealSense, ModalAI, and more
  • Hardware Platform Comparison: VOXL 2, Jetson Orin Nano/NX, Raspberry Pi 5, and Skynode X across compute, weight, power, and ecosystem
  • Integration Reality Check: Processing bottlenecks, power budgets, RF interference, vibration, I/O contention, and latency tradeoffs that decide whether your system actually flies
  • Four Paths Forward: Build, Buy, ACO, or Partner, with time-to-flight, cost, and customization tradeoffs for each

Turn a Fragmented Landscape Into a Confident Deployment

The building blocks exist. The challenge is matching the right combination to your mission profile, regulatory pathway, and engineering capacity. This guide provides the practical knowledge and strategic frameworks needed to make informed decisions, whether you're flying BVLOS commercial missions, building defense-grade autonomy, or anything in between.