Abstract:
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,...Show MoreMetadata
Abstract:
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.
Date of Conference: 06-10 November 2018
Date Added to IEEE Xplore: 27 December 2018
ISBN Information:
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- IEEE Keywords
- Index Terms
- Service Robots ,
- Navigation ,
- Supermarket ,
- Traveling Salesman Problem ,
- Several Lines Of Research ,
- Selection Method ,
- Autonomic System ,
- Fitness Function ,
- Current Population ,
- Indoor Environments ,
- Grocery Stores ,
- Path Planning ,
- Inertial Measurement Unit ,
- Tournament ,
- Particle Filter ,
- Mobile Robot ,
- Combinatorial Optimization Problem ,
- Odometry ,
- Environment Map ,
- Final Project ,
- Robot Operating System ,
- Feasible Path ,
- Roulette Wheel ,
- Crossover Method ,
- Kinect Sensor ,
- Genetic Structure
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Service Robots ,
- Navigation ,
- Supermarket ,
- Traveling Salesman Problem ,
- Several Lines Of Research ,
- Selection Method ,
- Autonomic System ,
- Fitness Function ,
- Current Population ,
- Indoor Environments ,
- Grocery Stores ,
- Path Planning ,
- Inertial Measurement Unit ,
- Tournament ,
- Particle Filter ,
- Mobile Robot ,
- Combinatorial Optimization Problem ,
- Odometry ,
- Environment Map ,
- Final Project ,
- Robot Operating System ,
- Feasible Path ,
- Roulette Wheel ,
- Crossover Method ,
- Kinect Sensor ,
- Genetic Structure
- Author Keywords