Optimal Control and Grasping for a Robotic Hand with a Non-linked Double Tendon Arrangement

IF 1.3 4区 工程技术 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Latin America Transactions Pub Date : 2024-02-09 DOI:10.1109/TLA.2024.10431547
Erick J. Sánchez-Garnica;Liliam Rodríguez-Guerrero;Rocío Ortega-Palacios;Omar Jacobo Santos-Sánchez
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Abstract

After comparing different robotic hand projects, a problem is identified: when a finger has a degree of freedom, the hand is unable to grasp irregularly shaped objects. This article proposes a solution. The use of a non-linked doubletendon arrangement in the fingers allows them to have free movement; coupled with the use of Inertial Measurement Units to determine its position, ensures that, despite having one degree of freedom per finger, the hand can effectively grasp irregular objects. Additionally, a web application is developed to control hand movements through voice commands. Finally, due to the necessity for these types of devices to be mobile, an optimal control law is used to minimize energy consumption, thereby increasing autonomy when the hand is powered by batteries. As an additional note, the conducted experiments reveal that the movement of all fingers occurs simultaneously, demonstrating that parallel multitasking programming techniques effectively fulfill that purpose.
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采用非链接双肌腱排列的机器人手的最佳控制和抓取功能
在对不同的机器手项目进行比较后,我们发现了一个问题:当手指具有自由度时,机器手无法抓取形状不规则的物体。本文提出了一种解决方案。在手指上使用非链接双腱排列,使它们能够自由移动;再加上使用惯性测量单元来确定其位置,确保了尽管每个手指只有一个自由度,但这只手能够有效地抓取不规则物体。此外,还开发了一个网络应用程序,通过语音指令控制手的动作。最后,由于这类设备必须具有移动性,因此采用了最优控制法则,以最大限度地降低能耗,从而提高手部在使用电池供电时的自主性。另外,实验表明,所有手指的运动都是同时进行的,这证明并行多任务编程技术能有效实现这一目的。
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来源期刊
IEEE Latin America Transactions
IEEE Latin America Transactions COMPUTER SCIENCE, INFORMATION SYSTEMS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
3.50
自引率
7.70%
发文量
192
审稿时长
3-8 weeks
期刊介绍: IEEE Latin America Transactions (IEEE LATAM) is an interdisciplinary journal focused on the dissemination of original and quality research papers / review articles in Spanish and Portuguese of emerging topics in three main areas: Computing, Electric Energy and Electronics. Some of the sub-areas of the journal are, but not limited to: Automatic control, communications, instrumentation, artificial intelligence, power and industrial electronics, fault diagnosis and detection, transportation electrification, internet of things, electrical machines, circuits and systems, biomedicine and biomedical / haptic applications, secure communications, robotics, sensors and actuators, computer networks, smart grids, among others.
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