Title :
Acquisition of human operation characteristics for kite-based tethered flying robot using human operation data
Author :
Chiaki Todoroki;Yasutake Takahashi;Takayuki Nakamura
Author_Institution :
Dept. of Human &
Abstract :
This paper shows human skill acquisition systems to control the kite-based tethered flying robot. The kite-based tethered flying robot has been proposed as a flying observation system with long-term activity capability[1]. It is a relatively new system and aimed to complement other information gathering systems using a balloon or an air vehicle. This paper shows some approaches of human operation characteristics acquisition based on fuzzy learning controller, k-nearest neighbor algorithm, and artificial neural network for the kite-based tethered flying robot using human operation data and their validity through computational simulation which we developed[2].
Keywords :
"Robots","Drag","Wind speed","Force","Computational modeling","Neural networks","Dynamics"
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
DOI :
10.1109/FUZZ-IEEE.2015.7337942