Multiple Robots For Multiple Missions: Architecture for Complex Collaboration
نویسندگان
چکیده
As systems of multiple robots become more prevalent both in research and in real world applications, they may be required to handle new missions, collaborate in teams they are not necessarily familiar with, and react, during mission execution, to changes in both the environment and in their own abilities. In this paper we describe a six-layered architecture that handles inherently these challenges, as well as allowing human operator to oversee and intervene whenever needed. We have implemented the architecture and demonstrate the activity flow of execution, namely: how does the system and its components react to dynamic changes. We have conducted experiments in both simulation and in real robots, and show the efficiency of the system in two different parameters: cost of coordination and communication, and mission performance. The implementation is open source, and available for future use.
منابع مشابه
Space-based Task Allocation in Robotic Fleets with Adaptive Autonomy
Networked robotic fleet consists of multiple robots with heterogeneous capabilities that jointly perform a mission. Due to the ability to distribute heterogeneous robots in a working environment and exploit their cooperation and collaboration capacities, it has been shown that utilizing a robotic fleet for accomplishing a given mission is faster and more efficient than using a single robot. Now...
متن کاملExperimaental Evaluation of a Distributed Control System for Chain-type Self-reconfigurable Robots
Self-reconfigurable robots are an instance of complex systems that can autonomously rearrange their modules. Recently, there has been a great interest in using these robots in different domains such as reconnaissance, rescue missions, and space applications for their versatility, fault tolerance, low cost of reproducibility, and efficiency in rough terrains. Because of their distributed nature,...
متن کاملOn the Multivariate Rasch Model: Assessing Collaboration in Multiple Choice Tests
We examine the Rasch model for latent structure para- meters in binary and multiple response questionnaires and develop methodologies and data-analytic tools for assessing collaboration/che- ating in multiple choice tests
متن کاملMap-merging in Multi-robot Simultaneous Localization and Mapping Process Using Two Heterogeneous Ground Robots
In this article, a fast and reliable map-merging algorithm is proposed to produce a global two dimensional map of an indoor environment in a multi-robot simultaneous localization and mapping (SLAM) process. In SLAM process, to find its way in this environment, a robot should be able to determine its position relative to a map formed from its observations. To solve this complex problem, simultan...
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 کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2017