Development of an Environmentally Independent Mobile Manipulation System for Product Disposal in Retail Stores
Ryogo Kai, Kenta Ohashi, Hikaru Fujita, Takuya Kojima, Yuma Sasaki, Mihoko Niitsuma, Kazunori Umeda
- 发表年份
- 2024
- 引用次数
- 3
摘要
Robotic systems are being used to automate convenience stores and retail stores, including competitions such as the World Robot Summit. Many of the systems that have been proposed so far are environmentally dependent, such as putting markers on product packages or using motorized shelves modified from existing shelves and are not easy to implement in stores. Therefore, we proposed a system to dispose of products with as few changes to the environment as possible. To realize the system, we proposed three approaches: markerless product disposal, autonomous movement with navigation, and customer detection with sensors that can be placed at any position. We conducted verification based on real convenience store scenarios and discussed the insights and challenges obtained from it.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002