Title :
Integrated phases modular fuzzy logic control with spiral dynamic optimization for stair descending in a wheelchair
Author :
Ghani, N.M.A. ; Nasir, A.N.K. ; Tokhi, M.O.
Author_Institution :
Dept. of Autom. Control & Syst. Eng., Univ. of Sheffield, Sheffield, UK
Abstract :
This paper presents a modular fuzzy logic control structure with spiral dynamic algorithms (SDAs) and their application in controlling a stair climbing wheelchair specifically in descending task. To ensure smooth and stable stair descending operation using a wheelchair without collapsing or slipping is a very challenging problem. Suitable design and control strategies need to be adopted to achieve the goal. The wheelchair system is developed using link/cluster rotation mechanism within a CAD software called Visual Nastran 4D (VN4D) and integrated with MATLAB for the ascending and descending motion control. A new spiral dynamics algorithm based fuzzy logic control is used to optimize the control parameters to improve its performance in terms of seat/tilt angle and wheels position. A comparison of heuristic (trial and error) method and SDA approach is presented in assessing the performance of the wheelchair in stair climbing operation.
Keywords :
control engineering computing; fuzzy control; handicapped aids; motion control; optimisation; stability; wheelchairs; CAD software; FLC; MATLAB; VN4D; Visual Nastran 4D; control parameter optimization; link/cluster rotation mechanism; modular fuzzy logic control; motion control; spiral dynamic optimization; stair climbing wheelchair control; stair descending stability; Fuzzy logic; Heuristic algorithms; Optimization; Spirals; Switches; Wheelchairs; Wheels; Modular fuzzy logic; descending stair; spiral dynamic algorithm;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
DOI :
10.1109/MMAR.2014.6957323