Frontier - Based Exploration Using Multiple Robots Brian
ثبت نشده
چکیده
Frontier-based exploration directs mobile robots to regions on the boundary between unexplored space and space that is known to be open. Previously, we have demonstrated that frontier-based exploration can be used to map indoor environments where walls and obstacles may be in arbitrary orientations. In this paper, we show how frontier-based exploration can be extended to multiple robots. In our approach, robots share perceptual information, but maintain separate global maps, and make independent decisions about where to explore. This approach enables robots to make use of information from other robots to explore more effectively, but it also allows the team to be robust to the loss of individual robots. We have implemented our multirobot exploration system on real robots, and we demonstrate that they can explore and map office environments as a team.
منابع مشابه
Integrating Exploration and Localization for Mobile Robots
Exploration and localization are two of the capabilities necessary for mobile robots to navigate robustly in unknown environments. A robot needs to explore in order to learn the structure of the world, and a robot needs to know its own location in order to make use of its acquired spatial information. However, a problem arises with the integration of exploration and localization. A robot needs ...
متن کاملStratégie d'exploration multi-robot fondée sur les champs de potentiels artificiels
The context of this work is multi-robot exploration and mapping of unknown environments. Frontiers (boundaries between empty and unexplored areas) are points to go to in order to increase explored area. In this paper, we propose a frontier allocation method for the exploration and mapping of indoor environments using multiple robots. A wavefront propagation algorithm is used to build a local mi...
متن کاملTowards a communication free coordination for multi-robot exploration
Frontier-based exploration method are known to be efficient for multi-robot exploration systems. In this paper, we propose a novel, computationally inexpensive, frontier allocation method favoring a well balanced spatial distribution of robots in the environment. It is based on the computation of a position criteria. The position of a robot towards a frontier is defined by the number of robots ...
متن کاملBalancing the Information Gain Against the Movement Cost for Multi-robot Frontier Exploration
This article investigates the scenario where a small team of robots needs to explore a hypothetical disaster site. The challenge faced by the robot-team is to coordinate their actions such that they efficiently explore the environment in their search for victims. A popular paradigm for the exploration problem is based on the notion of frontiers: the boundaries of the current map from where robo...
متن کاملEntropy Gradient-based Exploration with Cooperative Robots in 3-D Mapping Missions
Building cooperatively 3-D maps of unknown environments is one of the application fields of multi-robot systems. This article focuses on the exploration problem with multiple robots, starting upon a previously proposed successful distributed architecture. An entropy gradient-based algorithm is used to select exploration viewpoints in the frontier between explored and unexplored regions. The arc...
متن کامل