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Improving ability of tele-operators to complete progressively more difficult mobile robot paths using simple expert systems and ultrasonic sensors

机译:利用简单的专家系统和超声波传感器,提高远程操作员完成越来越困难的移动机器人路径的能力

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摘要

Purpose – The purpose of this paper is to describe the use of simple expert systems to improve the performance of tele-operated mobile robots and ultrasonic sensor systems. The expert systems interpret data from the joystick and sensors and identify potentially hazardous situations and then recommend safe courses of action so that tele-operated mobile-robot tasks can be completed more quickly. Design / methodology / approach – The speed of a tele-operator in completing progressively more complicated driving tasks is investigated while using a simple expert system. Tele-operators were timed completing a series of tasks using a joystick to control a mobile robot through a simple expert system that assisted them with driving the robot while using ultrasonic sensors to avoid obstacles. They either watched the robot while operating it or sat at a computer and viewed scenes remotely on a screen from a camera mounted on the robot. Tele-operators completed tests with the simple expert system and the sensors connected. The system used an umbilical cable to connect to the robot. Findings – The simple expert systems consistently performed faster than the other systems. Results are compared with the most recently published results and show a significant improvement. In addition, in simple environments, tele-operators performed better without a sensor system to assist them but in more complicated environments than tele-operators performed better with the sensor systems to assist. Research limitations/implications – Simple expert systems are shown to improve the operation of a tele-operated mobile robot with an obstacle avoidance systems fitted. Practical implications – Tele-operated systems rely heavily on visual feedback and experienced operators. This paper investigates how to make tasks easier. Simple expert systems are shown to improve the operation of a tele-operated mobile robot. The paper also suggests that the amount of sensor support should be varied depending on circumstances. Originality/value – The simple expert systems are shown in this paper to improve the operation of a tele-operated mobile robot. Tele-operators completed tests with the simple expert system and the sensors connected. The results are compared with a tele-operator driving a mobile robot without any assistance from the expert systems or sensors and they show a significant improvement.
机译:目的–本文的目的是描述简单专家系统的使用,以改善遥控移动机器人和超声传感器系统的性能。专家系统会解释来自操纵杆和传感器的数据,并识别潜在的危险情况,然后建议采取安全的措施,以便可以更快地完成远程操作的移动机器人任务。设计/方法/方法–使用简单的专家系统,可以研究远程操作员在逐步完成更复杂的驾驶任务中的速度。远程操作人员可以通过操纵杆通过简单的专家系统控制操纵机器人完成一系列任务的时间,该专家系统可以帮助他们在使用超声波传感器避开障碍物的同时驱动机器人。他们要么在操作机器人时观看机器人,要么坐在计算机旁,并通过安装在机器人上的摄像机在屏幕上远程观看场景。远程操作员使用简单的专家系统和连接的传感器即可完成测试。系统使用脐带缆线连接到机器人。结果–简单的专家系统始终比其他系统执行得更快。将结果与最新发布的结果进行比较,并显示出明显的改进。另外,在简单的环境中,遥控操作员在没有传感器系统协助的情况下表现更好,但在更复杂的环境中,遥控操作员在借助传感器系统的情况下表现更好。研究的局限性/意义–展示了简单的专家系统,可以改善装有避障系统的遥控移动机器人的操作。实际意义–远程操作系统严重依赖视觉反馈和经验丰富的操作员。本文研究如何简化任务。展示了简单的专家系统以改善遥控移动机器人的操作。该文件还建议应根据情况改变传感器的支撑量。独创性/价值–本文展示了简单的专家系统,以改善遥控移动机器人的操作。远程操作员使用简单的专家系统和连接的传感器即可完成测试。在没有专家系统或传感器任何协助的情况下,将结果与远程机器人操作移动机器人的结果进行了比较,它们显示出显着的改进。

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