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Autonomous Shopping Cart: A New Concept of Service Robot for Assisting Customers

机译:自主购物车:协助客户的服务机器人新概念

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Several lines of research into Robotics currently aim at the development of robots for assisting humans in their everyday lives. These robots, also called service robots, should perform tasks that are dirty, dull, distant, dangerous, or repetitive to humans. This work proposes an autonomous shopping cart to assist customers in supermarkets. Customers, especially those with some disabilities, can have their groceries carried by these robotic carts while they are shopping. Moreover, a system was created to compute the shortest tour for a robot cart that must go through all aisles required by customers based on their shopping list. The system models this problem as an instance of the Traveling Salesman Problem (TSP) and uses a Genetic Algorithm (GA) to find approximate solutions. Other features that provide autonomy to our robot carts, such as mapping, localization and navigation, are also addressed in this paper. Experiments were carried out with simulations in order to evaluate this new shopping cart concept. The final design and architecture necessary to deploy our autonomous shopping carts into real-world environments are also presented.
机译:目前,针对机器人技术的几项研究旨在开发可帮助人类日常生活的机器人。这些机器人也称为服务机器人,应执行肮脏,沉闷,遥远,危险或对人类重复的任务。这项工作提出了一种自动购物车来协助超市中的顾客。客户(尤其是残障人士)在购物时可以用这些机器人手推车搬运杂货。此外,创建了一个系统来计算机器人手推车的最短行程,该行程必须根据客户的购物清单经过客户要求的所有通道。系统将此问题建模为旅行商问题(TSP)的实例,并使用遗传算法(GA)查找近似解。本文还介绍了为我们的机器人手推车提供自治的其他功能,例如地图,本地化和导航。为了模拟这种新的购物车概念,进行了仿真实验。还介绍了将我们的自动购物车部署到实际环境中所需的最终设计和体系结构。

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