SMORES-EP, a modular robot with parallel self-assembly

IF 3.7 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Chao Liu, Qian Lin, Hyun Kim, Mark Yim
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引用次数: 12

Abstract

Self-assembly of modular robotic systems enables the construction of complex robotic configurations to adapt to different tasks. This paper presents a framework for SMORES types of modular robots to efficiently self-assemble into tree topologies. These modular robots form kinematic chains that have been shown to be capable of a large variety of manipulation and locomotion tasks, yet they can reconfigure using a mobile reconfiguration. A desired kinematic topology can be mapped onto a planar pattern with the optimal module assignment based on the modules’ locations, then the mobile reconfiguration assembly process can be executed in parallel. A docking controller is developed to guarantee the success of docking processes. A hybrid control architecture is designed to handle a large number of modules and complex behaviors of each individual, and achieve efficient and robust self-assembly actions. The framework is demonstrated in both hardware and simulation on the SMORES-EP platform.

Abstract Image

SMORES-EP,一种具有并行自组装功能的模块化机器人
模块化机器人系统的自组装能够构建复杂的机器人配置,以适应不同的任务。本文为SMORES类型的模块化机器人提供了一个框架,以有效地将其自组装为树状拓扑。这些模块化机器人形成的运动链已被证明能够执行各种各样的操纵和运动任务,但它们可以使用移动重新配置进行重新配置。通过基于模块位置的最佳模块分配,可以将所需的运动学拓扑映射到平面模式上,然后可以并行执行移动重构装配过程。开发了一种对接控制器,以确保对接过程的成功。混合控制架构旨在处理大量模块和每个个体的复杂行为,并实现高效和稳健的自组装行为。该框架在SMORES-EP平台上进行了硬件和仿真验证。
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来源期刊
Autonomous Robots
Autonomous Robots 工程技术-机器人学
CiteScore
7.90
自引率
5.70%
发文量
46
审稿时长
3 months
期刊介绍: Autonomous Robots reports on the theory and applications of robotic systems capable of some degree of self-sufficiency. It features papers that include performance data on actual robots in the real world. Coverage includes: control of autonomous robots · real-time vision · autonomous wheeled and tracked vehicles · legged vehicles · computational architectures for autonomous systems · distributed architectures for learning, control and adaptation · studies of autonomous robot systems · sensor fusion · theory of autonomous systems · terrain mapping and recognition · self-calibration and self-repair for robots · self-reproducing intelligent structures · genetic algorithms as models for robot development. The focus is on the ability to move and be self-sufficient, not on whether the system is an imitation of biology. Of course, biological models for robotic systems are of major interest to the journal since living systems are prototypes for autonomous behavior.
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