An Autonomous Pose Estimation Method of MAV Based on Monocular Camera and Visual Markers

作者: Xianyu Guan , Xiang Lu , Juntong Qi

DOI: 10.1109/WCICA.2018.8630354

关键词:

摘要: In this paper, a complete solution for estimating the position of MAV is present, using measurements from Robot Operating System (ROS) package ‘ar_pose’ and an on-board camera taking images AR markers. The open-source ROS used to manage communication with MAV, detect markers in image. relation coordinate system, based on kinematics robot, given estimate MAV’s position, theoretical basis subsequent attitude estimation method provided. Combined data transformation, target-tracking control law PID logic controller present. proposed strategy checked during test, convincing experimental results are presented. Experiment proves can effectively improve marker’s recognition accuracy meet requirements controller.

参考文章(10)
Amedeo Rodi Vetrella, Al Savvaris, Giancarmine Fasano, Domenico Accardo, RGB-D camera-based quadrotor navigation in GPS-denied and low light environments using known 3D markers international conference on unmanned aircraft systems. pp. 185- 192 ,(2015) , 10.1109/ICUAS.2015.7152290
Euntai Kim, Beomseong Kim, KwangWoong Yang, Baehoon Choi, Indoor localization using laser scanner and vision marker for intelligent robot international conference on control, automation and systems. pp. 1010- 1012 ,(2012)
Shaowu Yang, Sebastian A. Scherer, Andreas Zell, An Onboard Monocular Vision System for Autonomous Takeoff, Hovering and Landing of a Micro Aerial Vehicle Journal of Intelligent and Robotic Systems. ,vol. 69, pp. 499- 515 ,(2013) , 10.1007/S10846-012-9749-7
Ghassan M. Atmeh, Isura Ranatunga, Dan O. Popa, Kamesh Subbarao, Indoor quadrotor state estimation using visual markers Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments - PETRA '14. pp. 34- ,(2014) , 10.1145/2674396.2674458
Xiaoming Liu, Zhongyuan Chen, Wanchun Chen, Xiaolan Xing, Motion estimation using optical flow sensors and rate gyros international conference on mechatronics and automation. pp. 1708- 1715 ,(2016) , 10.1109/ICMA.2016.7558821
Mengyin Fu, Kuan Zhang, Yang Yi, Chao Shi, Autonomous landing of a quadrotor on an UGV international conference on mechatronics and automation. pp. 988- 993 ,(2016) , 10.1109/ICMA.2016.7558697
Bilal Hazim Younus Alsalam, Kye Morton, Duncan Campbell, Felipe Gonzalez, None, Autonomous UAV with vision based on-board decision making for remote sensing and precision agriculture ieee aerospace conference. pp. 1- 12 ,(2017) , 10.1109/AERO.2017.7943593
Muhammad Fadzly bin Abdul Malek, Patrick Sebastian, Micheal Drieberg, Augmented reality assisted localization for indoor navigation on embedded computing platform 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). pp. 111- 116 ,(2017) , 10.1109/ICSIPA.2017.8120589
Konstantin Yakovlev, Vsevolod Khithov, Maxim Loginov, Alexander Petrov, Distributed Control and Navigation System for Quadrotor UAVs in GPS-Denied Environments IEEE Conf. on Intelligent Systems (2). pp. 49- 56 ,(2015) , 10.1007/978-3-319-11310-4_5