JOURNAL ARTICLE

A General Purpose Configurable Controller for Indoors and Outdoors GPS-Denied Navigation for Multirotor Unmanned Aerial Vehicles

Jesús PestanaIgnacio Mellado-BatallerJosé Luis Sánchez-LópezChanghong FuIván F. MondragónPascual Campoy

Year: 2013 Journal:   Journal of Intelligent & Robotic Systems Vol: 73 (1-4)Pages: 387-400   Publisher: Springer Science+Business Media

Abstract

This research on odometry based GPS-denied navigation on multirotor Unmanned Aerial Vehicles is focused among the interactions between the odometry sensors and the navigation controller. More precisely, we present a controller architecture that allows to specify a speed specified flight envelope where the quality of the odometry measurements is guaranteed. The controller utilizes a simple point mass kinematic model, described by a set of configurable parameters, to generate a complying speed plan. For experimental testing, we have used down-facing camera optical-flow as odometry measurement. This work is a continuation of prior research to outdoors environments using an AR Drone 2.0 vehicle, as it provides reliable optical flow on a wide range of flying conditions and floor textures. Our experiments show that the architecture is realiable for outdoors flight on altitudes lower than 9 m. A prior version of our code was utilized to compete in the International Micro Air Vehicle Conference and Flight Competition IMAV 2012. The code will be released as an open-source ROS stack hosted on GitHub.

Keywords:
Multirotor Odometry Global Positioning System Visual odometry Computer science Optical flow Controller (irrigation) Real-time computing Engineering Simulation Artificial intelligence Aerospace engineering Mobile robot Robot

Metrics

37
Cited By
3.38
FWCI (Field Weighted Citation Impact)
21
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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