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扫视飞行策略有助于避免碰撞:赛博苍蝇的闭环性能。

Saccadic flight strategy facilitates collision avoidance: closed-loop performance of a cyberfly.

作者信息

Lindemann Jens Peter, Weiss Holger, Möller Ralf, Egelhaaf Martin

机构信息

Neurobiologie, Fakultät für Biologie, Universität Bielefeld, Postfach 10 01 31, 33501 Bielefeld, Germany.

出版信息

Biol Cybern. 2008 Mar;98(3):213-27. doi: 10.1007/s00422-007-0205-x. Epub 2008 Jan 8.

Abstract

Behavioural and electrophysiological experiments suggest that blowflies employ an active saccadic strategy of flight and gaze control to separate the rotational from the translational optic flow components. As a consequence, this allows motion sensitive neurons to encode during translatory intersaccadic phases of locomotion information about the spatial layout of the environment. So far, it has not been clear whether and how a motor controller could decode the responses of these neurons to prevent a blowfly from colliding with obstacles. Here we propose a simple model of the blowfly visual course control system, named cyberfly, and investigate its performance and limitations. The sensory input module of the cyberfly emulates a pair of output neurons subserving the two eyes of the blowfly visual motion pathway. We analyse two sensory-motor interfaces (SMI). An SMI coupling the differential signal of the sensory neurons proportionally to the yaw rotation fails to avoid obstacles. A more plausible SMI is based on a saccadic controller. Even with sideward drift after saccades as is characteristic of real blowflies, the cyberfly is able to successfully avoid collisions with obstacles. The relative distance information contained in the optic flow during translatory movements between saccades is provided to the SMI by the responses of the visual output neurons. An obvious limitation of this simple mechanism is its strong dependence on the textural properties of the environment.

摘要

行为学和电生理学实验表明,丽蝇采用主动的扫视策略来控制飞行和注视,以分离旋转视觉流和平移视觉流成分。因此,这使得运动敏感神经元能够在运动的平移扫视间期对环境空间布局的信息进行编码。到目前为止,尚不清楚运动控制器是否以及如何解码这些神经元的反应,以防止丽蝇与障碍物碰撞。在此,我们提出了一个名为“赛博蝇”的丽蝇视觉航向控制系统的简单模型,并研究其性能和局限性。赛博蝇的感觉输入模块模拟了一对服务于丽蝇视觉运动通路双眼的输出神经元。我们分析了两种感觉运动接口(SMI)。一种将感觉神经元的差分信号与偏航旋转成比例耦合的SMI无法避免障碍物。一种更合理的SMI基于扫视控制器。即使像真实丽蝇那样在扫视后有侧向漂移,赛博蝇也能够成功避免与障碍物碰撞。扫视之间平移运动期间视觉流中包含的相对距离信息由视觉输出神经元的反应提供给SMI。这种简单机制的一个明显局限性是它强烈依赖于环境的纹理特性。

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