Collision risk assessment and automatic obstacle avoidance strategy for teleoperation robots

避碰 碰撞 遥操作 障碍物 机器人 计算机科学 避障 模拟 工程类 移动机器人 人工智能 计算机安全 政治学 法学
作者
Mingzhang Pan,Jing Li,Xiuze Yang,Shuo Wang,Lei Pan,Tiecheng Su,Yuke Wang,Qiye Yang,Ke Liang
出处
期刊:Computers & Industrial Engineering [Elsevier BV]
卷期号:169: 108275-108275 被引量:11
标识
DOI:10.1016/j.cie.2022.108275
摘要

Teleoperation robots have been paid more attention in aerospace, medical domain, and other fields because of their high precision and maneuverability. However, the working environments in these fields are characterized by danger or complexity, which require the high collision avoidance ability of teleoperation robots. Therefore, it is necessary to conduct in-depth research on collision and obstacle avoidance problems of teleoperation robots. Based on this goal, a new model of quantifying collision risk is proposed to solve the problem that traditional collision risk assessment is inaccurate due to incomplete consideration of factors. The model considers not only the common factor likes distance but also a relatively newer factor, i.e. speed. In addition, the effect of indirect factors such as work environment and robot system on collision are innovatively considered. Some innovative modifications are made to the calculation method of the model. The effect of speed on collision is studied by using distance, and the discretization method is introduced to calculate the collision risk value. Secondly, in order to improve the existing obstacle avoidance strategies are not perfect enough, a new set of automatic obstacle avoidance strategies for teleoperation robots is proposed based on collision risk. The collision risk value can be classified into three levels according to collision risk threshold, and each level has different obstacle avoidance strategies to make obstacle avoidance more reasonable and effective. Finally, the proposed collision risk model and the automatic obstacle avoidance strategy are verified. The results show that the proposed collision risk model can accurately quantify the collision situation of the robot, and the proposed automatic obstacle avoidance strategy can keep the robot away from the obstacles when moving, thereby achieving the purpose of obstacle avoidance. In general, this study provides an effective method for collision risk assessment and automatic obstacle avoidance of teleoperation robots.

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
3秒前
杨华启发布了新的文献求助100
5秒前
gmjinfeng完成签到,获得积分0
8秒前
8秒前
沐沐完成签到,获得积分10
9秒前
17秒前
Hello应助科研通管家采纳,获得10
24秒前
搜集达人应助科研通管家采纳,获得10
24秒前
Nexus应助科研通管家采纳,获得10
24秒前
Nexus应助科研通管家采纳,获得10
24秒前
斯文败类应助科研通管家采纳,获得10
24秒前
24秒前
Language完成签到,获得积分10
27秒前
CYYDNDB完成签到 ,获得积分10
28秒前
杨华启完成签到,获得积分0
30秒前
xsss完成签到,获得积分10
30秒前
miku1完成签到,获得积分10
30秒前
源来是洲董完成签到,获得积分10
30秒前
调皮的天真完成签到 ,获得积分10
41秒前
42秒前
研友_VZGVzn完成签到,获得积分10
43秒前
鲤鱼灵阳完成签到,获得积分10
44秒前
kingwsws完成签到,获得积分10
46秒前
ssnwlp123完成签到,获得积分10
46秒前
korosi发布了新的文献求助10
46秒前
内向忆南完成签到,获得积分10
48秒前
小朱同学完成签到,获得积分10
51秒前
wbx完成签到,获得积分10
52秒前
KDVBHGJDFHGAV完成签到,获得积分0
53秒前
沐雨汐完成签到,获得积分10
54秒前
55秒前
205完成签到,获得积分10
57秒前
boss_astr完成签到,获得积分10
59秒前
Lny发布了新的文献求助10
59秒前
怕孤独的棒球完成签到,获得积分10
59秒前
Joseph_sss完成签到 ,获得积分10
1分钟前
酷炫忆梅发布了新的文献求助10
1分钟前
boss_phy完成签到,获得积分10
1分钟前
fox完成签到 ,获得积分10
1分钟前
缓慢的甜瓜完成签到,获得积分10
1分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Applied Min-Max Approach to Missile Guidance and Control 5000
Metallurgy at high pressures and high temperatures 2000
Inorganic Chemistry Eighth Edition 1200
Anionic polymerization of acenaphthylene: identification of impurity species formed as by-products 1000
The Psychological Quest for Meaning 800
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6325927
求助须知:如何正确求助?哪些是违规求助? 8142015
关于积分的说明 17071700
捐赠科研通 5378411
什么是DOI,文献DOI怎么找? 2854190
邀请新用户注册赠送积分活动 1831847
关于科研通互助平台的介绍 1683076