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DOI10.1016/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
ISSN0022-5193
EISSN1095-8541
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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