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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Taiwan Association of Engineering and Technology Innovation
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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.
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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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