Research on visual positioning based on dual UAV collaboration

2021 ◽  
Author(s):  
Yu Tian ◽  
Yiwen Zhang ◽  
Jiawei Li ◽  
Junwen Zhu
Keyword(s):  
2021 ◽  
Vol 11 (11) ◽  
pp. 4968
Author(s):  
Wentao Zhang ◽  
Guodong Zhai ◽  
Zhongwen Yue ◽  
Tao Pan ◽  
Ran Cheng

The autonomous positioning of tunneling equipment is the key to intellectualization and robotization of a tunneling face. In this paper, a method based on simultaneous localization and mapping (SLAM) to estimate the body pose of a roadheader and build a navigation map of a roadway is presented. In terms of pose estimation, an RGB-D camera is used to collect images, and a pose calculation model of a roadheader is established based on random sample consensus (RANSAC) and iterative closest point (ICP); constructing a pose graph optimization model with closed-loop constraints. An iterative equation based on Levenberg–Marquadt is derived-, which can achieve the optimal estimation of the body pose. In terms of mapping, LiDAR is used to experimentally construct the grid map based on open-source algorithms, such as Gmapping, Cartographer, Karto, and Hector. A point cloud map, octree map, and compound map are experimentally constructed based on the open-source library RTAB-MAP. By setting parameters, such as the expansion radius of an obstacle and the updating frequency of the map, a cost map for the navigation of a roadheader is established. Combined with algorithms, such as Dijskra and timed-elastic-band, simulation experiments show that the combination of octree map and cost map can support global path planning and local obstacle avoidance.


10.5772/5694 ◽  
2007 ◽  
Vol 4 (2) ◽  
pp. 24 ◽  
Author(s):  
E. Colon ◽  
G. De Cubber ◽  
H. Ping ◽  
J-C Habumuremyi ◽  
H. Sahli ◽  
...  

This paper summarises the main results of 10 years of research and development in Humanitarian Demining. The Hudem project focuses on mine detection systems and aims at provided different solutions to support the mine detection operations. Robots using different kind of locomotion systems have been designed and tested on dummy minefields. In order to control these robots, software interfaces, control algorithms, visual positioning and terrain following systems have also been developed. Typical data acquisition results obtained during trial campaigns with robots and data acquisition systems are reported. Lessons learned during the project and future work conclude this paper.


2007 ◽  
Vol 40 (7) ◽  
pp. 871-876
Author(s):  
Thomas Iljic ◽  
Saburo Matunaga ◽  
Yohei Tanaka

2017 ◽  
Vol 70 (6) ◽  
pp. 1276-1292
Author(s):  
Chong Yu ◽  
Jiyuan Cai ◽  
Qingyu Chen

To achieve more accurate navigation performance in the landing process, a multi-resolution visual positioning technique is proposed for landing assistance of an Unmanned Aerial System (UAS). This technique uses a captured image of an artificial landmark (e.g. barcode) to provide relative positioning information in the X, Y and Z axes, and yaw, roll and pitch orientations. A multi-resolution coding algorithm is designed to ensure the UAS will not lose the detection of the landing target due to limited visual angles or camera resolution. Simulation and real world experiments prove the performance of the proposed technique in positioning accuracy, detection accuracy, and navigation effect. Two types of UAS are used to verify the generalisation of the proposed technique. Comparison experiments to state-of-the-art techniques are also included with the results analysis.


Sensors ◽  
2018 ◽  
Vol 18 (6) ◽  
pp. 1974 ◽  
Author(s):  
Teng Wu ◽  
Jingbin Liu ◽  
Zheng Li ◽  
Keke Liu ◽  
Beini Xu

Optik ◽  
2016 ◽  
Vol 127 (20) ◽  
pp. 9095-9104 ◽  
Author(s):  
Wei Ding ◽  
Jinan Gu ◽  
Shixi Tang ◽  
Zhenyang Shang ◽  
Enock A. Duodu ◽  
...  

2021 ◽  
Author(s):  
Zai Luo ◽  
Hongnan Zhao ◽  
Wensong Jiang ◽  
Zeliang Cai ◽  
Li Yang

Author(s):  
Warin Poomarin ◽  
Kamol Chuengsatiansup ◽  
Ratchatin Chancharoen

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