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

机译:仿生导航头部细胞路径整合机制的实现

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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.
机译:头部方向电池被认为是神经导航系统的一个组成部分。无论主机位置如何,这些单元都跟踪代理的当前头部方向。在这样做时,他们处理输入的组合:角速度和视觉输入是主要的效果;正确编码代理的当前标题。今天在文献中发现了接近十五型号的头部方向电池系统。对于机器人的生物模拟导航,已经实施了很少的这些模型。在本文中,我们描述了在机器人操作系统(ROS)机器人平台上的头部方向电池系统的实现,作为柳树车库个人机器人2(PR2)机器人的生物模拟导航系统的第一步。

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