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,Mingzhang Pan,Ke Liang
出处
期刊:Computers & Industrial Engineering [Elsevier]
卷期号:169: 108275-108275 被引量:5
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.
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
酸化土壤改良应助Eureka采纳,获得10
1秒前
gong发布了新的文献求助10
1秒前
SmoK1ng发布了新的文献求助10
1秒前
Roach完成签到,获得积分10
1秒前
1秒前
LQL完成签到,获得积分10
3秒前
西柚发布了新的文献求助10
4秒前
酸化土壤改良应助小孙采纳,获得10
5秒前
哈哈完成签到 ,获得积分20
5秒前
8秒前
linxiang完成签到,获得积分10
10秒前
充电宝应助蓝从采纳,获得10
12秒前
gong完成签到,获得积分10
12秒前
研友_LN7x6n发布了新的文献求助10
13秒前
linxiang发布了新的文献求助10
13秒前
共享精神应助友好小笼包采纳,获得10
14秒前
Singularity举报赵卫星求助涉嫌违规
14秒前
huzheng2006完成签到,获得积分10
16秒前
16秒前
NexusExplorer应助huzheng2006采纳,获得20
21秒前
Sense发布了新的文献求助10
22秒前
22秒前
橙橙完成签到,获得积分10
22秒前
26秒前
清晨发布了新的文献求助10
26秒前
11111发布了新的文献求助10
28秒前
28秒前
32秒前
34秒前
深情安青应助清晨采纳,获得10
34秒前
123完成签到 ,获得积分10
36秒前
AAAAA发布了新的文献求助10
38秒前
田一点完成签到,获得积分10
39秒前
40秒前
跳跃立果发布了新的文献求助10
40秒前
41秒前
42秒前
江洋小偷完成签到,获得积分10
45秒前
爆米花应助AAAAA采纳,获得10
46秒前
infini发布了新的文献求助10
46秒前
高分求助中
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 1000
Yuwu Song, Biographical Dictionary of the People's Republic of China 700
[Lambert-Eaton syndrome without calcium channel autoantibodies] 520
Sphäroguß als Werkstoff für Behälter zur Beförderung, Zwischen- und Endlagerung radioaktiver Stoffe - Untersuchung zu alternativen Eignungsnachweisen: Zusammenfassender Abschlußbericht 500
少脉山油柑叶的化学成分研究 430
Revolutions 400
Sport in Ancient Times 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2454535
求助须知:如何正确求助?哪些是违规求助? 2126194
关于积分的说明 5415157
捐赠科研通 1854857
什么是DOI,文献DOI怎么找? 922503
版权声明 562340
科研通“疑难数据库(出版商)”最低求助积分说明 493579