基于免疫的多关节冗余机械手控制框架

H. Lau, Alex K. S. Ng
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引用次数: 3

摘要

人工免疫系统(Artificial immune system, AIS)近年来得到了广泛的研究,利用其自组织、分布式控制、知识映射和容错等特性,在工程领域得到了广泛的应用。本文报道了一种用于多关节冗余机械臂分布式控制的AIS范例的发展。传统上,机械手的控制是通过解析解来实现的。通过采用基于多智能体的控制范式,多关节机械臂可以看作是一组被单独控制的智能体。本文研究了基于多智能体免疫的多关节冗余机械臂轨迹控制框架的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Immunology-based control framework for multi-jointed redundant manipulators
Artificial immune system (AIS) has recently been actively researched with a number of emerging engineering applications that has capitalized from its characteristics including self-organization, distributive control, knowledge mapping and fault tolerance. This paper reports the development of an AIS paradigm for the distributive control of a multi-jointed, redundant manipulator. Traditionally, manipulator control is achieved by analytical solutions. By adopting a multi-agent-based control paradigm, a multi-jointed manipulator can be thought of as a group of separately controlled agents. In this paper, we investigate the viability of a multi-agent immunology-based control framework for the trajectory control of a multi-jointed redundant manipulator.
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