Fuzzy Control Interface and Semi-Grid D* Algorithm for Robot Navigation System
عنوان مقاله: Fuzzy Control Interface and Semi-Grid D* Algorithm for Robot Navigation System
شناسه ملی مقاله: GERMANCONF01_088
منتشر شده در کنگره بین المللی علوم و مهندسی در سال 1396
شناسه ملی مقاله: GERMANCONF01_088
منتشر شده در کنگره بین المللی علوم و مهندسی در سال 1396
مشخصات نویسندگان مقاله:
Mohammadreza Moslehi - Dept. of Computer Engineering, ACECR Institute of Higher Education, (Isfahan), Isfahan, ۸۴۱۷۵-۴۴۳, Iran
خلاصه مقاله:
Mohammadreza Moslehi - Dept. of Computer Engineering, ACECR Institute of Higher Education, (Isfahan), Isfahan, ۸۴۱۷۵-۴۴۳, Iran
Navigation in unknown and dynamic environments has been considered as acomplex task. We designed a new hierarchy system that contains two levels. Planningalgorithm runs at first level. We used Semi-Grid D* as planning algorithm. Secondlevel is fuzzy control interface. Fuzzy control interface generates smoother paths forpassing wide, sharp edged and complex obstacles. Fuzzy control interface affects bothangle and velocity of robot. Also we defined new linguistic variables for features ofobstacles that are considered as effective in navigation problem like complexity andobstacle s width. The environments that considered here are unknown and dynamic.We evaluate our work in 3D modeling simulator. Results from implementationsshow accuracy and robustness of our work in various environments.
کلمات کلیدی: Semi-Grid D*, Fuzzy control interface, Fuzzy logic, Hierarchy system, Unknown environments, partially-known environments
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/755312/