视觉驱动移动机器人的神经启发认知行为控制架构

Cornelia Beck, U. Olcese, A. Montagner, Stefan Ringbauer, H. Neumann, A. Frisoli, R. Almeida, M. Bergamasco, G. Deco
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引用次数: 1

摘要

几项研究表明,光流是动物导航的工具。飞虫用它来跟踪路径和避开障碍物,而灵长类动物则代表了一种额外的输入,可以提高导航性能。基于人脑皮层组织的光流计算和决策的神经启发架构已被开发并成功用于移动机器人的新型控制系统。仅依靠光流实现走廊导航和避障。此外,光流的存在提高了机器人在虚拟环境中达到目标和避障任务的性能,影响了机器人在人体实验中的轨迹。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A neuroinspired cognitive behavioral control architecture for visually driven mobile robotics
Several studies have shown that the optic flow serves as a tool for navigation for animals. Flying insects use it to follow paths and avoid obstacles, while in primates it represents an additional input that can improve navigational performance. A neuroinspired architecture for optic flow calculation and decision making, based on the cortical organization of the human brain, has been developed and successfully used as a novel control system for a mobile robot. Navigation in a corridor and obstacle avoidance are achieved relying only on the optic flow. Moreover, the presence of the optic flow improves the performance of the robot in target reaching and obstacle avoidance tasks in a virtual environment, affecting its trajectories as shown by experiments with human subjects.
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