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题名

Autonomous dynamic obstacle avoidance for bacteria-powered microrobots (BPMs) with modified vector field histogram

作者
通讯作者Kim, Min Jun
发表日期
2017-10-11
DOI
发表期刊
ISSN
1932-6203
卷号12期号:10
摘要

In order to broaden the use of microrobots in practical fields, autonomous control algorithms such as obstacle avoidance must be further developed. However, most previous studies of microrobots used manual motion control to navigate past tight spaces and obstacles while very few studies demonstrated the use of autonomous motion. In this paper, we demonstrated a dynamic obstacle avoidance algorithm for bacteria-powered microrobots (BPMs) using electric field in fluidic environments. A BPM consists of an artificial body, which is made of SU-8, and a high dense layer of harnessed bacteria. BPMs can be controlled using externally applied electric fields due to the electrokinetic property of bacteria. For developing dynamic obstacle avoidance for BPMs, a kinematic model of BPMs was utilized to prevent collision and a finite element model was used to characteristic the deformation of an electric field near the obstacle walls. In order to avoid fast moving obstacles, we modified our previously static obstacle avoidance approach using a modified vector field histogram (VFH) method. To validate the advanced algorithm in experiments, magnetically controlled moving obstacles were used to intercept the BPMs as the BPMs move from the initial position to final position. The algorithm was able to successfully guide the BPMs to reach their respective goal positions while avoiding the dynamic obstacles.

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语种
英语
学校署名
其他
资助项目
Korea Evaluation Institute of Industrial Technology (KEIT) - Ministry of Trade, Industry, and Energy (MOTIE)[10052980]
WOS研究方向
Science & Technology - Other Topics
WOS类目
Multidisciplinary Sciences
WOS记录号
WOS:000412754400043
出版者
来源库
Web of Science
引用统计
被引频次[WOS]:4
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/28535
专题南方科技大学
工学院_机械与能源工程系
作者单位
1.Southern Methodist Univ, Dept Mech Engn, Dallas, TX 75275 USA
2.South Univ Sci & Technol, Dept Mech Engn & Energy Engn, Shenzhen, Guangdong, Peoples R China
推荐引用方式
GB/T 7714
Kim, Hoyeon,Cheang, U. Kei,Kim, Min Jun. Autonomous dynamic obstacle avoidance for bacteria-powered microrobots (BPMs) with modified vector field histogram[J]. PLoS One,2017,12(10).
APA
Kim, Hoyeon,Cheang, U. Kei,&Kim, Min Jun.(2017).Autonomous dynamic obstacle avoidance for bacteria-powered microrobots (BPMs) with modified vector field histogram.PLoS One,12(10).
MLA
Kim, Hoyeon,et al."Autonomous dynamic obstacle avoidance for bacteria-powered microrobots (BPMs) with modified vector field histogram".PLoS One 12.10(2017).
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journal.pone.0185744(29251KB)----开放获取--浏览
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文件名: journal.pone.0185744.pdf
格式: Adobe PDF
文件名: journal.pone.0185744.pdf
格式: Adobe PDF
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