Evaluation of 6 DOF Robotic Arm Using Leap Motion Sensor

Mohanad Mezher, Amjed Razzaq Al Abbas
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Abstract

Due to their increased functionality, robotic arms provide a well-organized method for developing assistive devices. By 2035, statistics indicate that half of Germany’s population will be over the age of fifty, and every third person will be over the age of sixty. These aging societies face numerous obstacles when it comes to performing basic activities of daily living, or ""ADLs."" A growing body of research is focusing on Ambient Assisted Living, or ""AAL,"" as a novel approach to addressing the needs of elderly people. A critical objective of AAL is to improve the quality of life for the elderly and disabled and to assist them in maintaining an independent lifestyle. Robotics and technology-enabled environments will be critical in enabling elderly and physically disabled people to maintain a self-determined, independent lifestyle in their familiar surroundings. The purpose of this article is to propose the implementation of a novel intuitive and adaptive manipulation scheme by creating a human-machine communication interface between the Leap Motion controller and the 6-DOF Jaco robotic arm. An algorithm is developed to optimize the mapping between the user’s hand movement and the Jaco arm, as tracked by the Leap Motion controller. By constantly adapting to the user’s hand tremor or shake, the system should enable a more natural human-computer interaction and smooth manipulation of the robotic arm. The implementation would significantly improve people’s quality of life, particularly those with upper limb problems, by assisting them in performing several essential Activities of Daily Living ""ADLs."" The applications of this human-robot interaction will be discussed in relation to Ambient Assisted Living, with the introduction of several use case scenarios.
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基于Leap运动传感器的六自由度机械臂评价
由于其功能的增加,机械臂为开发辅助设备提供了一种组织良好的方法。统计数据显示,到2035年,德国一半的人口将超过50岁,三分之一的人将超过60岁。这些老龄化社会在进行基本的日常生活活动或“adl”时面临着许多障碍。越来越多的研究集中于环境辅助生活,或“AAL”,作为一种解决老年人需求的新方法。AAL的一个重要目标是改善老年人和残疾人的生活质量,并帮助他们保持独立的生活方式。机器人技术和技术支持的环境对于使老年人和残疾人在熟悉的环境中保持自主、独立的生活方式至关重要。本文的目的是通过在Leap Motion控制器和六自由度Jaco机械臂之间创建人机通信接口,提出一种新颖的直观和自适应操作方案。开发了一种算法来优化用户的手部运动和Jaco臂之间的映射,并由Leap Motion控制器跟踪。通过不断适应用户的手部震颤或抖动,该系统应该能够实现更自然的人机交互和机械臂的平滑操作。通过帮助人们进行一些基本的日常生活活动,这将显著改善人们的生活质量,特别是那些上肢有问题的人。通过介绍几个用例场景,将讨论与环境辅助生活相关的这种人机交互的应用。
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来源期刊
International Journal of Circuits, Systems and Signal Processing
International Journal of Circuits, Systems and Signal Processing Engineering-Electrical and Electronic Engineering
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