CRRIK: A Fast Heuristic Algorithm for the Inverse Kinematics of Continuum Robot

反向动力学 算法 避障 运动学 计算机科学 非线性系统 反向 启发式 机器人 收敛速度 正向运动学 控制理论(社会学) 数学 数学优化 移动机器人 人工智能 几何学 控制(管理) 频道(广播) 物理 经典力学 量子力学 计算机网络
作者
Haoran Wu,Jingjun Yu,Jie Pan,Guoxin Li,Xu Pei
出处
期刊:Journal of Intelligent and Robotic Systems [Springer Nature]
卷期号:105 (3) 被引量:13
标识
DOI:10.1007/s10846-022-01672-7
摘要

The inverse kinematics (IK) of continuum robot is a challenging work due to the hyper-redundant DOFs and the narrow and complex operating environment. However, many of the currently available algorithms are with the disadvantage of complex solving processes, low computational efficiency, and even singular problems or low convergence rates. Referred to the Forward and Backward Reaching Inverse Kinematics (FABRIK) algorithm, a novel heuristic algorithm is proposed in this paper, which is called Continuum Robot Reaching Inverse Kinematics (CRRIK). The CRRIK algorithm is with the advantages of high convergence rate and low computational cost, which are suitable for real-time applications. The forward iteration of CRRIK is inspired by the physical process of pulling a rope with a fixed end, which is straightforward and obvious, avoiding complicated nonlinear operations. Furthermore, the joint angle boundary condition and obstacle avoidance can also be implemented in the backward iteration, broadening the application scenarios of the CRRIK algorithm. The effectiveness of the CRRIK algorithm is demonstrated through a five-segment continuum robot’s trajectory tracking and obstacle avoidance simulation. And a comparison between the CRRIK algorithm and some of the most popular IK methods is also presented to validate the performance of CRRIK.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Hello应助苗儿采纳,获得10
1秒前
1秒前
2秒前
yx阿聪发布了新的文献求助10
3秒前
4秒前
111发布了新的文献求助10
5秒前
5秒前
桐桐应助傅英俊采纳,获得10
6秒前
昏昏玉米汤关注了科研通微信公众号
7秒前
丘比特应助tang采纳,获得10
7秒前
LBY发布了新的文献求助10
7秒前
7秒前
8秒前
8秒前
浅是宝贝完成签到 ,获得积分10
9秒前
orixero应助啊萌萌采纳,获得10
10秒前
NexusExplorer应助最好的我们采纳,获得10
10秒前
lx发布了新的文献求助10
10秒前
xxx完成签到,获得积分10
10秒前
CodeCraft应助解菜采纳,获得30
10秒前
飞鱼z完成签到 ,获得积分10
11秒前
蒋时晏应助橙子采纳,获得20
11秒前
11秒前
11秒前
biyingxuan发布了新的文献求助10
11秒前
12秒前
12秒前
酷波er应助科研通管家采纳,获得30
12秒前
子车茗应助科研通管家采纳,获得10
12秒前
香蕉觅云应助科研通管家采纳,获得10
12秒前
思源应助科研通管家采纳,获得10
13秒前
田様应助科研通管家采纳,获得10
13秒前
科研通AI2S应助科研通管家采纳,获得10
13秒前
爆米花应助科研通管家采纳,获得10
13秒前
13秒前
JamesPei应助科研通管家采纳,获得10
13秒前
Owen应助科研通管家采纳,获得10
13秒前
在水一方应助科研通管家采纳,获得30
13秒前
星仔完成签到,获得积分20
14秒前
赘婿应助LBY采纳,获得10
15秒前
高分求助中
Exploring Mitochondrial Autophagy Dysregulation in Osteosarcoma: Its Implications for Prognosis and Targeted Therapy 2000
Impact of Mitophagy-Related Genes on the Diagnosis and Development of Esophageal Squamous Cell Carcinoma via Single-Cell RNA-seq Analysis and Machine Learning Algorithms 2000
Migration and Wellbeing: Towards a More Inclusive World 1000
Green Transition Impacts on the Economy, Society, and Environment 600
QMS18Ed2 | process management. 2nd ed 600
LNG as a marine fuel—Safety and Operational Guidelines - Bunkering 560
The Intuitive Guide to Fourier Analysis and Spectral Estimation with MATLAB 500
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 免疫学 细胞生物学 电极
热门帖子
关注 科研通微信公众号,转发送积分 2949866
求助须知:如何正确求助?哪些是违规求助? 2610873
关于积分的说明 7032850
捐赠科研通 2250269
什么是DOI,文献DOI怎么找? 1194116
版权声明 590624
科研通“疑难数据库(出版商)”最低求助积分说明 584066