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DOI | 10.1016/j.jtbi.2012.04.022 |
A model of ant navigation based on visual prediction | |
Moeller, Ralf1,2 | |
通讯作者 | Moeller, Ralf |
来源期刊 | JOURNAL OF THEORETICAL BIOLOGY
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ISSN | 0022-5193 |
EISSN | 1095-8541 |
出版年 | 2012 |
卷号 | 305页码:118-130 |
英文摘要 | A model of visual navigation in ants is presented which is based on a simple network predicting the changes of a visual scene under translatory movements. The model contains two behavioral components: the acquisition of multiple snapshots in different orientations during a learning walk, and the selection of a movement direction by a scanning behavior where the ant searches through different headings. Both components fit with observations in experiments with desert ants. The model is in most aspects biologically plausible with respect to the equivalent neural networks, and it produces reliable homing behavior in a simulated environment with a complex random surface texture. The model is closely related to the algorithmic min-warping method for visual robot navigation which shows good homing performance in real-world environments.(C) 2012 Elsevier Ltd. All rights reserved. |
英文关键词 | Insect homing Learning walks Scanning behavior Guidance models Optical flow |
类型 | Article |
语种 | 英语 |
国家 | Germany |
收录类别 | SCI-E |
WOS记录号 | WOS:000305308000014 |
WOS关键词 | MUSHROOM BODIES ; LANDMARK NAVIGATION ; PANORAMIC IMAGES ; DESERT ANTS ; OPTIC FLOW ; CATAGLYPHIS-BICOLOR ; EXPERIMENTAL ARENAS ; INFORMATION-CONTENT ; ROBOT NAVIGATION ; MATCHED-FILTERS |
WOS类目 | Biology ; Mathematical & Computational Biology |
WOS研究方向 | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/173904 |
作者单位 | 1.Univ Bielefeld, Fac Technol, D-33501 Bielefeld, Germany; 2.Univ Bielefeld, Ctr Excellence Cognit Interact Technol, D-33501 Bielefeld, Germany |
推荐引用方式 GB/T 7714 | Moeller, Ralf. A model of ant navigation based on visual prediction[J],2012,305:118-130. |
APA | Moeller, Ralf.(2012).A model of ant navigation based on visual prediction.JOURNAL OF THEORETICAL BIOLOGY,305,118-130. |
MLA | Moeller, Ralf."A model of ant navigation based on visual prediction".JOURNAL OF THEORETICAL BIOLOGY 305(2012):118-130. |
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