• DocumentCode
    2432395
  • Title

    Design, simulation and synthesis of wheelchair controller using Fuzzy logic

  • Author

    Islam, Shabiul ; Sarker, Mahidur R. ; Ali, Sawal H M ; Othman, Masuri ; Majlis, Burhanuddin Yeop

  • Author_Institution
    Inst. of Microeng. & Nanoelectron. (IMEN), Univ. Kebangsaan Malaysia (UKM), Bangi, Malaysia
  • fYear
    2011
  • fDate
    28-30 Sept. 2011
  • Firstpage
    117
  • Lastpage
    122
  • Abstract
    This paper describes a Fuzzy Logic Controller (FLC) algorithm for designing a Wheelchair Controller (WC). The controller enables the movement of wheelchair and makes brake in an unstructured environment by the WC sensor to avoid any encountered obstacles. The WC is found to be able to react to the environment appropriately during its navigation to avoid crashing with obstacles by turning to the proper angle while moving. To design the controller unit, a speed sensor and a distance sensor etc are placed in front of the wheelchair for its functionality. The numerous data is used to evaluate the algorithm which control an output signal for the brake-power, using by the input signals of speed sensor and distance sensor. The Fuzzy logic algorithm has proven a commendable solution in dealing with certain control problems when the situation is ambiguous. One of the main difficulties faced by conventional control systems is the inability to operate in a condition with incomplete and imprecise information. As the complexity of a situation increases, a traditional mathematical model will be difficult to implement. Fuzzy logic is a tool for modeling uncertain systems by facilitating common sense reasoning in decision-making in the absence of complete and precise information. In this paper, the WC is designed and simulated based on the theories of Fuzzy logic in MATLAB software. The MATLAB codes of WC have been written using VHDL language for implementing the separate modules of the Fuzzifier, Fuzzy Rule Base, Inference mechanism and Defuzzifier as hardware blocks. The generated VHDL codes have synthesized using synthesis tool for VLSI implementation.
  • Keywords
    fuzzy control; hardware description languages; motion control; path planning; wheelchairs; FLC algorithm; MATLAB code; MATLAB software; VHDL code; VHDL language; VLSI; WC sensor; brake-power; controller unit; defuzzifier; distance sensor; fuzzy logic algorithm; fuzzy logic controller; fuzzy rule base; inference mechanism; mathematical model; navigation; speed sensor; wheelchair controller; wheelchair movement; Algorithm design and analysis; Fuzzy logic; MATLAB; Navigation; Optical wavelength conversion; Robot sensing systems; Wheelchairs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Micro and Nanoelectronics (RSM), 2011 IEEE Regional Symposium on
  • Conference_Location
    Kota Kinabalu
  • Print_ISBN
    978-1-61284-844-0
  • Type

    conf

  • DOI
    10.1109/RSM.2011.6088305
  • Filename
    6088305