'Yuragi'-Based Adaptive Mobile Robot Search With and Without Gradient Sensing: From Bacterial Chemotaxis to a Levy Walk
'Yuragi'-Based Adaptive Mobile Robot Search With and Without Gradient Sensing: From Bacterial Chemotaxis to a Levy Walk
复制标题
基于“Yuragi”的自适应移动机器人搜索(带或不带梯度感知):从细菌趋化性到 Levy Walk
DOI:
10.1163/016918611x590229
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发表时间:
2011
影响因子:
2
通讯作者:
H. Ishiguro
中科院分区:
文献类型:
--
作者:
S. Nurzaman;Y. Matsumoto;Yutaka Nakamura;S. Koizumi;H. Ishiguro
Many biologically inspired approaches have been investigated in relation to research on mobile robot(s) that can effectively locate targets that induce gradient information. Here, we concentrate on realizing an adaptive searching behavior in a mobile robot that is simple, yet effective with and without sensing the gradient information. We are interested in two searching behaviors found in biological creatures: bacterial chemotaxis (probably the simplest yet effective gradient sources searching behavior found in living creatures) and Levy walk (a specialized random walk with fractal movement trajectories that optimize random search for sparsely and randomly distributed target(s)). Our approach is to propose a unifying framework based on 'yuragi' (biological fluctuation) to implement and combine the two searching behaviors.
影响因子:
3.7
作者:
Kashiwagi, Akiko;Urabe, Itaru;Kaneko, Kunihiko;Yomo, Tetsuya
通讯作者:
Yomo, Tetsuya