WHEELCHAIR OBSTACLE AVOIDANCE BASED ON FUZZY CONTROLLER AND ULTRASONIC SENSORS

被引:0
|
作者
Njah, Malek [1 ]
Jallouli, Mohamed [1 ]
机构
[1] Univ Sfax, Sfax Engn Sch, Res Unit Control & Energy Management CEM, Sfax 11733038, Tunisia
关键词
Wheelchair; micro-controller; PC104; ultrasonic sensor; fuzzy logic; obstacle avoidance;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Electric wheelchair is one of the most used for the movement of disabled and aged people. This work introduces an obstacle avoidance system aimed for providing more autonomous navigation of a electric wheelchair (EW) in unknown indoor environments. These technologies seek to increase the independence of people with disabilities and improve their quality of life by making the most of each individuals abilities. Furthermore, the integration of an ultrasonic sensor to avoid obstacle and a fuzzy controller to generates velocity for aim to join the target position. A prototype of EW has been equipped with control unit based on two micro-controller. The first for manage the motors velocity. The second for explore the ultrasonic sensors. Two micro-controller exchanges the information with a PC board type PC104, which is used to process data from sensors and encoders. The information is processed by a control algorithm based on fuzzy logic. The control algorithm is optimized using the gradient method to minimize the path traveled to reach the desired position. The practical implementation demonstrates the algorithm validity for obstacle avoidance and goal achievement with a minimum path and greater security.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] On the Design of AGV Obstacle Avoidance System Based on Fuzzy-PID Dual-Mode Controller
    Fan, Kun
    Yang, Qiang
    Li, Peiran
    Yan, Wenjun
    [J]. 2012 IEEE CONFERENCE ON CONTROL, SYSTEMS & INDUSTRIAL INFORMATICS (ICCSII), 2012, : 54 - 58
  • [42] Optimal genetic fuzzy obstacle avoidance controller design of autonomous mobile vehicle
    Wu Yihu
    Zhang Yang
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 1450 - 1453
  • [43] Evolution of a negative-rule fuzzy obstacle avoidance controller for an autonomous vehicle
    Lilly, John H.
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2007, 15 (04) : 718 - 728
  • [44] The Study Of Robot Obstacle Avoidance Based On Fuzzy Control
    Li, Shixiong
    Yuan, Qiang
    [J]. Applied Decisions in Area of Mechanical Engineering and Industrial Manufacturing, 2014, 577 : 386 - 389
  • [45] STEREOVISION-BASED FUZZY OBSTACLE AVOIDANCE METHOD
    Nalpantidis, Lazaros
    Gasteratos, Antonios
    [J]. INTERNATIONAL JOURNAL OF HUMANOID ROBOTICS, 2011, 8 (01) : 169 - 183
  • [46] FPGA Based Fuzzy Control Technique for Obstacle Avoidance
    Kapse, Vinod
    Jharia, Bhavana
    Thakur, S. S.
    [J]. TENCON 2017 - 2017 IEEE REGION 10 CONFERENCE, 2017, : 1245 - 1250
  • [47] Approach for Obstacle Avoidance Fuzzy Logic Control of An Elderly-assistant and Walking-assistant Robot Using Ultrasonic Sensors
    Osivue, Odekhe Randolph
    Zhang, Xiaodong
    Mu, Xiaoqi
    Han, Huanjie
    Wang, Yabin
    [J]. 2018 15TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS (UR), 2018, : 708 - 713
  • [48] Improvement of an Adaptive Fuzzy-Based Obstacle Avoidance algorithm using Virtual and Real Kinect Sensors
    Csaba, Gyoergy
    [J]. IEEE 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL CYBERNETICS (ICCC 2013), 2013, : 113 - 120
  • [49] Impedance Controller based Obstacle Avoidance with Redundancy of Grasping Pose
    Nagase, Kazuyuki
    Aiyama, Yasumichi
    [J]. JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2013, 34 (02): : 159 - 166
  • [50] Design of obstacle avoidance controller for agricultural tractor based on ROS
    Liu, Zhengduo
    Lu, Zhaoqin
    Zheng, Wenxiu
    Zhang, Wanzhi
    Cheng, Xiangxun
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2019, 12 (06) : 58 - 65