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EXPERIMENTS IN DISTRIBUTED CONTROL OF AUTONOMOUS MOBILE ROBOTS

机译:自主机器人分布式控制实验

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摘要

Distributed control is known to produce simple and cost effective solutions for many control applications. This is particularily interesting for controlling autonomous mobile robots, where the designer faces severe constraints in what concerns energy consumption, and the overall cost of the mobile unit. This paper presents a couple of experiments aimed to illustrate two different approaches in the implementation of distributed control of autonomaous mobile robots. In the first experiment, the robot is integrated in a flexible assembly line, and the control tasks are shared between the on board electronics and a ground based PLC. In the second experiment, the robot communicates with a number of “neural beacons” deployed in the environment, and the resulting system acts as a distributed neural network capable to learn the control actions needed to guide the robot along predefined paths.
机译:众所周知,分布式控制可以为许多控制应用提供简单且经济高效的解决方案。这对于控制自主移动机器人尤为有趣,因为设计人员在能源消耗和移动单元的总体成本方面面临严峻的约束。本文提出了一些实验,旨在说明自主移动机器人的分布式控制实施中的两种不同方法。在第一个实验中,机器人被集成在柔性装配线中,并且控制任务在车载电子设备和基于地面的PLC之间共享。在第二个实验中,机器人与环境中部署的多个“神经信标”进行通信,并且所得系统充当分布式神经网络,能够学习沿预定路径引导机器人所需的控制动作。

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