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通过使用概率同步定位与地图构建(SLAM)分析昆虫定向飞行能学到什么?

What can be learnt from analysing insect orientation flights using probabilistic SLAM?

作者信息

Baddeley Bartholomew, Philippides Andrew, Graham Paul, de Ibarra Natalie Hempel, Collett Thomas, Husbands Phillip

机构信息

Department of Informatics, Centre for Computational Neuroscience and Robotics, University of Sussex, Brighton, UK.

出版信息

Biol Cybern. 2009 Sep;101(3):169-82. doi: 10.1007/s00422-009-0327-4. Epub 2009 Jul 29.

DOI:10.1007/s00422-009-0327-4
PMID:19639335
Abstract

In this paper, we provide an analysis of orientation flights in bumblebees, employing a novel technique based on simultaneous localisation and mapping (SLAM) a probabilistic approach from autonomous robotics. We use SLAM to determine what bumblebees might learn about the locations of objects in the world through the arcing behaviours that are typical of these flights. Our results indicate that while the bees are clearly influenced by the presence of a conspicuous landmark, there is little evidence that they structure their flights to specifically learn about the position of the landmark.

摘要

在本文中,我们对大黄蜂的定向飞行进行了分析,采用了一种基于同步定位与地图构建(SLAM)的新技术,这是一种源自自主机器人技术的概率方法。我们使用SLAM来确定大黄蜂通过这些飞行中典型的弧形行为可能会了解到世界上物体的位置。我们的结果表明,虽然蜜蜂显然受到显著地标的影响,但几乎没有证据表明它们会组织飞行以专门了解地标的位置。

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What can be learnt from analysing insect orientation flights using probabilistic SLAM?通过使用概率同步定位与地图构建(SLAM)分析昆虫定向飞行能学到什么?
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引用本文的文献

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Front Behav Neurosci. 2021 Jan 19;14:606590. doi: 10.3389/fnbeh.2020.606590. eCollection 2020.
2
A spiking neural program for sensorimotor control during foraging in flying insects.在飞行昆虫觅食过程中的感觉运动控制的尖峰神经程序。
Proc Natl Acad Sci U S A. 2020 Nov 10;117(45):28412-28421. doi: 10.1073/pnas.2009821117. Epub 2020 Oct 29.
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Altitude control in honeybees: joint vision-based learning and guidance.
蜜蜂的高度控制:基于联合视觉的学习与引导。
Sci Rep. 2017 Aug 23;7(1):9231. doi: 10.1038/s41598-017-09112-5.
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The ontogeny of bumblebee flight trajectories: from naïve explorers to experienced foragers.大黄蜂飞行轨迹的个体发生:从天真的探索者到经验丰富的觅食者。
PLoS One. 2013 Nov 12;8(11):e78681. doi: 10.1371/journal.pone.0078681. eCollection 2013.
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Prototypical components of honeybee homing flight behavior depend on the visual appearance of objects surrounding the goal.蜜蜂归巢飞行行为的典型组成部分取决于目标周围物体的视觉外观。
Front Behav Neurosci. 2012 Jan 18;6:1. doi: 10.3389/fnbeh.2012.00001. eCollection 2012.