• DocumentCode
    1798073
  • Title

    An implementation of the path integrator mechanism of head direction cells for bio-mimetic navigation

  • Author

    Sinha, Aloka ; Wang, Jiacheng

  • Author_Institution
    Fac. of Eng. & Inf. Technol., Univ. of Technol., Sydney, NSW, Australia
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    1984
  • Lastpage
    1991
  • Abstract
    Head direction cells are thought to be an integral part of the neural navigation system. These cells track the agent´s current head direction irrespective of the host´s location. In doing so, they process a combination of inputs: angular velocity and visual inputs are major effectors; to correctly encode the agent´s current heading. There are close to fifteen models of head direction cell systems found in literature today. Very few of these models have been implemented for bio-mimetic navigation in robots. In this paper, we describe an implementation of the head direction cell system on the robot operating system (ROS) robotic platform as a first step towards a bio-mimetic navigation system for Willow Garage´s personal robot 2 (PR2) robot.
  • Keywords
    biomimetics; neurocontrollers; path planning; robots; ROS robotic platform; Willow Garage personal robot; angular velocity; biomimetic navigation; head direction cell system; head direction cell systems; neural navigation system; path integrator mechanism; robot biomimetic navigation; robot operating system; visual inputs; Biological system modeling; Computational modeling; Equations; Navigation; Neurons; Robots; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), 2014 International Joint Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-6627-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.2014.6889763
  • Filename
    6889763