The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores

In recent years, several cashier-less convenience stores have appeared, including Amazon’s. A store without cashiers will become a trend in the near future. To substitute the employee in traditional stores, this research proposes and designs an autonomous shopping cart robot to guide customers’ pur...

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Main Authors: Po-Han Lin, Cheng-Yi Lin, Chen-Ting Hung, Jen-Jee Chen, Jia-Ming Liang
Format: Article
Language:English
Published: Taiwan Association of Engineering and Technology Innovation 2020-01-01
Series:Proceedings of Engineering and Technology Innovation
Subjects:
Online Access:http://ojs.imeti.org/index.php/PETI/article/view/3961
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spelling doaj-e95bd9b6741240f18320f2f2ceb2dca12020-11-24T21:56:57ZengTaiwan Association of Engineering and Technology InnovationProceedings of Engineering and Technology Innovation2413-71462518-833X2020-01-0114The Autonomous Shopping-Guide Robot in Cashier-Less Convenience StoresPo-Han Lin0Cheng-Yi Lin1Chen-Ting Hung2Jen-Jee Chen3Jia-Ming Liang4Deptpartement of Electrical Engineering, National University of Tainan, Tainan, TaiwanDeptpartement of Electrical Engineering, National University of Tainan, Tainan, TaiwanDeptpartement of Electrical Engineering, National University of Tainan, Tainan, TaiwanDeptpartement of Electrical Engineering, National University of Tainan, Tainan, TaiwanDepartment of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan In recent years, several cashier-less convenience stores have appeared, including Amazon’s. A store without cashiers will become a trend in the near future. To substitute the employee in traditional stores, this research proposes and designs an autonomous shopping cart robot to guide customers’ purchase according to the requested shopping list to enhance their shopping experience. The core techniques of the system are the autonomous driving robot, the traffic control center for robots and the dynamic route planning algorithm. The robot is a self-propelled vehicle developed by ROS (Robot Operating System), in which we achieve the automatic driving via image recognition, April tag identification and driving direction guidance from the path planning and traffic control services. This enables the robot to lead customers to find their commodities following the preplanned route. In conjunction with the vocal service, the robot can notify the customer when arriving at each commodity, he or she plans to buy. We also design a light APP for customers to easily set up and manage their shopping list, call for the robotic shopping cart’s help, and interact with the shopping cart robot. To enhance the shopping experience of customers, we design the dynamic route planning genetic algorithm to dynamically plan the shopping route according to the customer’s request and the traffic condition. Experiments show that our genetic algorithm can provide the most stable performance and always get efficient shopping route planning in a limited time compared to other methods. http://ojs.imeti.org/index.php/PETI/article/view/3961ROS (Robot Operating System)wireless networksnavigationautonomous drivingcashier-less convenience storeroute planning
collection DOAJ
language English
format Article
sources DOAJ
author Po-Han Lin
Cheng-Yi Lin
Chen-Ting Hung
Jen-Jee Chen
Jia-Ming Liang
spellingShingle Po-Han Lin
Cheng-Yi Lin
Chen-Ting Hung
Jen-Jee Chen
Jia-Ming Liang
The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores
Proceedings of Engineering and Technology Innovation
ROS (Robot Operating System)
wireless networks
navigation
autonomous driving
cashier-less convenience store
route planning
author_facet Po-Han Lin
Cheng-Yi Lin
Chen-Ting Hung
Jen-Jee Chen
Jia-Ming Liang
author_sort Po-Han Lin
title The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores
title_short The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores
title_full The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores
title_fullStr The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores
title_full_unstemmed The Autonomous Shopping-Guide Robot in Cashier-Less Convenience Stores
title_sort autonomous shopping-guide robot in cashier-less convenience stores
publisher Taiwan Association of Engineering and Technology Innovation
series Proceedings of Engineering and Technology Innovation
issn 2413-7146
2518-833X
publishDate 2020-01-01
description In recent years, several cashier-less convenience stores have appeared, including Amazon’s. A store without cashiers will become a trend in the near future. To substitute the employee in traditional stores, this research proposes and designs an autonomous shopping cart robot to guide customers’ purchase according to the requested shopping list to enhance their shopping experience. The core techniques of the system are the autonomous driving robot, the traffic control center for robots and the dynamic route planning algorithm. The robot is a self-propelled vehicle developed by ROS (Robot Operating System), in which we achieve the automatic driving via image recognition, April tag identification and driving direction guidance from the path planning and traffic control services. This enables the robot to lead customers to find their commodities following the preplanned route. In conjunction with the vocal service, the robot can notify the customer when arriving at each commodity, he or she plans to buy. We also design a light APP for customers to easily set up and manage their shopping list, call for the robotic shopping cart’s help, and interact with the shopping cart robot. To enhance the shopping experience of customers, we design the dynamic route planning genetic algorithm to dynamically plan the shopping route according to the customer’s request and the traffic condition. Experiments show that our genetic algorithm can provide the most stable performance and always get efficient shopping route planning in a limited time compared to other methods.
topic ROS (Robot Operating System)
wireless networks
navigation
autonomous driving
cashier-less convenience store
route planning
url http://ojs.imeti.org/index.php/PETI/article/view/3961
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