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
Link To Document :
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