地形
步态
机器人
计算机科学
工作(物理)
动平衡
领域(数学)
控制工程
平衡(能力)
边距(机器学习)
模拟
人工智能
工程类
物理医学与康复
机械工程
医学
生态学
数学
机器学习
纯数学
生物
作者
Moh Shahid Khan,Ravi Kumar Mandava
出处
期刊:Robotica
[Cambridge University Press]
日期:2023-02-15
卷期号:41 (6): 1888-1930
被引量:8
标识
DOI:10.1017/s0263574723000097
摘要
Abstract Day by day, biped robots’ usage is increasing enormously in all industrial and non-industrial applications due to their ability to move in any unstructured environment compared to wheeled robots. Keeping this in mind, worldwide, many researchers are working on various aspects of biped robots, such as gait generation, dynamic balance margin, and the design of controllers. The main aim of this review article is to discuss the main challenges encountered in the biped gait generation and design of various controllers while moving on different terrain conditions such as flat, ascending and descending slopes or stairs, avoiding obstacles/ditches, uneven terrain, and an unknown environment. As per the authors’ knowledge, no single study has been carried out in one place related to the gait generation and design of controllers for each joint of the biped robot on various terrains. This review will help researchers working in this field better understand the concepts of gait generation, dynamic balance margin, and the design of controllers while moving on various terrains. Moreover, the current article will also cover the different soft computing techniques used to tune the gains of the controllers. In this article, the authors have reviewed a vast compilation of research work on the gait generation of the biped robot on various terrains. Further, the authors have proposed taxonomies on various design issues identified while generating the gait in different aspects. The authors reviewed approximately 296 articles and discovered that all researchers attempted to generate the dynamically balanced biped gait on various terrains.
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