An artificial lateral line system using IPMC sensor arrays

被引:85
作者
Abdulsadda, Ahmad T. [1 ]
Tan, Xiaobo [1 ]
机构
[1] Michigan State Univ, Smart Microsyst Lab, Dept Elect & Comp Engn, E Lansing, MI 48824 USA
基金
美国国家科学基金会;
关键词
ionic polymer; metal composite (IPMC); lateral line system; neural networks; flow sensing; dipole source localization;
D O I
10.1080/19475411.2011.650233
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Most fish and aquatic amphibians use the lateral line system, consisting of arrays of hair-like neuromasts, as an important sensory organ for prey/predator detection, communication, and navigation. In this paper a novel bio-inspired artificial lateral line system is proposed for underwater robots and vehicles by exploiting the inherent sensing capability of ionic polymer-metal composites (IPMCs). Analogous to its biological counterpart, the IPMC-based lateral line processes the sensor signals through a neural network. The effectiveness of the proposed lateral line is validated experimentally in the localization of a dipole source (vibrating sphere) underwater. In particular, as a proof of concept, a prototype with body length (BL) of 10 cm, comprising six millimeter- scale IPMC sensors, is constructed and tested. Experimental results have shown that the IPMC-based lateral line can localize the source from 1-2 BLs away, with a maximum localization error of 0.3 cm, when the data for training the neural network are collected from a grid of 2 cm by 2 cm lattices. The effect of the number of sensors on the localization accuracy has also been examined.
引用
收藏
页码:226 / 242
页数:17
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