Publication | Open Access
Fast, autonomous flight in GPS‐denied and cluttered environments
194
Citations
48
References
2017
Year
Robotic SystemsEngineeringField RoboticsAutonomous Vehicle NavigationFlying RobotAutonomous SystemsUnmanned Aircraft ControlAerospace RoboticsUnmanned SystemSystems EngineeringSoftware Component SelectionAircraft NavigationComputer EngineeringAutonomous FlightSmooth Robot OperationAutonomous NavigationRobot NavigationSatellite Navigation SystemsAerial RoboticsOperating EnvironmentAerospace EngineeringRoboticsUnmanned Aerial Systems
Autonomous flying robots must navigate quickly and reliably between targets while avoiding obstacles, often without prior knowledge of the environment. The paper proposes a solution to enable fast, reliable autonomous navigation in such obstacle‑rich, GPS‑denied settings. The authors present a system design and software architecture that integrates hardware and software components, and demonstrate its implementation in real‑world warehouse experiments. Experiments show the solution achieves fast, robust autonomous navigation in cluttered, GPS‑denied environments.
Abstract One of the most challenging tasks for a flying robot is to autonomously navigate between target locations quickly and reliably while avoiding obstacles in its path, and with little to no a priori knowledge of the operating environment. This challenge is addressed in the present paper. We describe the system design and software architecture of our proposed solution and showcase how all the distinct components can be integrated to enable smooth robot operation. We provide critical insight on hardware and software component selection and development and present results from extensive experimental testing in real‐world warehouse environments. Experimental testing reveals that our proposed solution can deliver fast and robust aerial robot autonomous navigation in cluttered, GPS‐denied environments.
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