DocumentCode
3414306
Title
Study of path planning method for under-actuated blimp-type UAV in stochastic wind disturbance via augmented-MDP
Author
Kawano, Hiroyuki
Author_Institution
NTT Commun. Sci. Labs., NTT Corp., Atsugi, Japan
fYear
2011
fDate
3-7 July 2011
Firstpage
180
Lastpage
185
Abstract
Blimp-type unmanned aerial vehicles (BUAVs) do not consume any energy in keeping their longitudinal position in the air, so they are anticipated as a platform that works near the ground but does not touch the ground (for example, for mine search missions). In the path planning of a BUAV flying near the ground, the effects of wind disturbance on the BUAV´s motion must be well considered. We have studied path planning of BUAVs via an application of the Markov decision process, and have solved some of unique problems posed by the special characteristics of BUAVs. However, the effects of stochastic wind disturbance have not been sufficiently considered yet in our previous work. To consider the effects of stochastic wind disturbance in the path planning of BUAVs, we studied an application of the augmented Markov decision process (A-MDP), which is a subset of the partially observable MDP. The main issues in the application of A-MDP to path planning of BUAV are defining an efficient state space to reduce calculation cost and consideration of the difference of the wind disturbance effect on BUAV motion caused by its heading angle. A comparison of the results of path generation by proposed method and the previous MDP-based method shows the advantage of the proposed A-MDP-based one.
Keywords
Markov processes; aerospace control; mobile robots; path planning; position control; remotely operated vehicles; space vehicles; stochastic systems; A-MDP; BUAV; Blimp type unmanned aerial vehicles; augmented Markov decision process; longitudinal position; mine search missions; path planning method; stochastic wind disturbance; underactuated blimp type UAV; Force; Markov processes; Path planning; Robots; Sensors; Uncertainty; Wind speed;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics (AIM), 2011 IEEE/ASME International Conference on
Conference_Location
Budapest
ISSN
2159-6247
Print_ISBN
978-1-4577-0838-1
Type
conf
DOI
10.1109/AIM.2011.6027018
Filename
6027018
Link To Document