An Integrated Unmanned Aerial Vehicle System for Vision Based Control

Author(s):  
Haijie Zhang ◽  
Jianguo Zhao

As the development of computer vision and the popularity of unmanned aerial vehicle, using visual information to control the UAV motion becomes a hotspot. Time-to-contact is one of the concepts that is used to control robot motion such as braking, landing, perching, and obstacle avoidance based on visual information. In this paper, to explore the capability and potential of a direct featureless time-to-contact estimation algorithm for unmanned aerial vehicle motion control, we design an integrated unmanned aerial vehicle system and verify the accuracy of the featureless time-to-contact estimation algorithm. In addition, compressed sensing is combined with the featureless method in time-to-contact estimation to potentially improve the computational speed. The experiment results show that the featureless time-to-contact estimation algorithm, the developed UAV platform and compressed sensing can be readily applied for UAV vision based control.

2021 ◽  
Vol 13 (7) ◽  
pp. 1267
Author(s):  
Honglei Wang ◽  
Ankang Liu ◽  
Zhongxiu Zhen ◽  
Yan Yin ◽  
Bin Li ◽  
...  

As the largest independent east–west-trending mountain in the world, Mt. Tianshan exerts crucial impacts on climate and pollutant distributions in central Asia. Here, the vertical structures of meteorological elements and black carbon (BC) were first derived at Mt. Tianshan using an unmanned aerial vehicle system (UAVS). Vertical changes in meteorological elements can directly affect the structure of the planet boundary layer (PBL). As such, the influences of topography and meteorological elements’ vertical structure on aerosol distributions were explored from observations and model simulations. The mass concentrations of BC changed slightly with the increasing height below 2300 m above sea level (a.s.l.), which significantly increased with the height between 2300–3500 m a.s.l. and contrarily decreased with ascending altitude higher than 3500 m. Topography and mountain–valley winds were found to play important roles in the distributions of aerosols and BC. The prevailing valley winds in the daytime were conducive to pollutant transport from surrounding cities to Mt. Tianshan, where the aerosol number concentration and BC mass concentration increased rapidly, whereas the opposite transport pattern dominated during nighttime.


Author(s):  
Chen Liang ◽  
Meixia Miao ◽  
Jianfeng Ma ◽  
Hongyan Yan ◽  
Qun Zhang ◽  
...  

2022 ◽  
Vol 41 (1) ◽  
pp. 22-25
Author(s):  
Shashwat Jaiswal ◽  
Subhajit Sidhanta

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