基于社会约束的移动服务机器人社会感知导航框架

Van Bay Hoang, V. Nguyen, L. A. Nguyen, T. D. Quang, Xuan-Tung Truong
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引用次数: 3

摘要

在本文中,我们提出了一种基于社交时间弹性带(STEB)的导航框架,使移动服务机器人能够在动态社会环境中安全社交地避开人类。该框架的主要思想是将人的社会时空特征(包括人的位置、与机器人相关的运动和社会规则)纳入传统的在线轨迹规划算法中。我们通过一系列的模拟实验来评估开发的框架。仿真结果表明,所提出的框架完全能够自主驱动移动机器人在动态社会环境中避开人类个体,为人类提供安全和舒适,为移动机器人提供社会可接受的行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Social constraints-based socially aware navigation framework for mobile service robots
In this paper, we propose a social timed elastic band (STEB)-based navigation framework which enables a mobile service robot to safely and socially avoid a human in dynamic social environments. The main idea of the proposed framework is to incorporate the socio-spatio-temporal characteristics of the humans including human position, motion related to the robot, and social rules into a conventional online trajectory planing algorithm. We evaluate the developed framework through a series of simulation experiments. The simulation results show that the proposed framework is fully capable of autonomously driving the mobile robot to avoid the individual humans in dynamic social environments, providing the safety and comfort for the humans and the socially acceptable behaviours for the mobile robot.
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