Hybrid planning approaches for multirobot systems: A review and a proposal of a MultiAgent subsumption simulation

S. Kéfi, I. Kallel, A. Alimi
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引用次数: 4

Abstract

Autonomous MultiRobot Systems are developing useful capabilities in several fields of applications as surveillance, exploration and space cleaning. Moreover, important features are of robotics' environments like avoid collision and planning should be handled. Furthermore, the distributed planning approaches, considered as MultiAgent planning, can be thought as a specialization of distributed problem solving. Therefore, this paper started by propounds a review on some planning approaches for MultiRobot Systems and describes the subsumption architecture of the mobile robot control in the MultiRobot system by highlighting the lowest level which is the obstacle avoidance using the soft computing technique. We present also in this research a simulation of MultiRobot for parallel spaces cleaning.
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多机器人系统的混合规划方法:多agent包容仿真综述与建议
自主多机器人系统在监视、探索和空间清洁等多个领域的应用正在发展有用的能力。此外,机器人环境的重要特征,如避免碰撞和规划应处理。此外,分布式规划方法被认为是多代理规划,可以被认为是分布式问题解决的专门化。因此,本文首先对多机器人系统的一些规划方法进行了综述,并重点介绍了多机器人系统中移动机器人控制的包容体系结构,其中最底层是利用软计算技术的避障控制。在本研究中,我们还提出了一个多机器人并行空间清洁的仿真。
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