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光纤智能皮肤触觉传感器的实验研究
引用本文:崔金辉,林晓艳,梁艺军,苑立波. 光纤智能皮肤触觉传感器的实验研究[J]. 哈尔滨工程大学学报, 2002, 23(2): 82-86
作者姓名:崔金辉  林晓艳  梁艺军  苑立波
作者单位:哈尔滨工程大学,理学院,黑龙江,哈尔滨,150001
摘    要:介绍了模拟人类皮肤结构而设计的光纤智能皮肤触觉传感器,它输出信号为多路和非线性的。采用传统方法处理有一定的困难,为此,利用准共路光路补偿方法对信号进行预处理,分析表明在一定程度上可以消除光源起伏和外界光路随机微弯损耗以及温度变化所带来的干扰,又采用人工神经网络对其进行信号处理,为了简化网络,探讨面被划分成9个网格区域,并联合使用了Kohonen算法和BP模型,测试的结果表明,对施加在智能皮肤表面上任意一点上的外加压力,可以分辨出外加压力的大小和位置。

关 键 词:光纤智能皮肤 人工神经网络 触觉传感器
文章编号:1006-7043(2002)02-0082-05
修稿时间:2001-09-06

Fiber-Optic Intelligent Skin Tactile Sensor
CUI Jin_hui,LIN Xiao_yan,LIANG Yi_jun,YUAN Li_bo. Fiber-Optic Intelligent Skin Tactile Sensor[J]. Journal of Harbin Engineering University, 2002, 23(2): 82-86
Authors:CUI Jin_hui  LIN Xiao_yan  LIANG Yi_jun  YUAN Li_bo
Abstract:An artificial neural network was used to process.The mult1idimensional and nonlinear outputs of the sensor array. It's difficult to process the signal in traditional way.Pretreated by a quasi_syn_optical path compensating method, which eliminates the interferences resultign from fluctuating voltage and temperature. To simplify the network, skin was divided into nine sections,and both kohonen arithmetic and BP model were used . Results show that when an intelligent skin was pressed, the sensor can reliably estimate teh magnitude of pressure value and its position.
Keywords:fiber_optical intelligent skin  artificial neural network  tactile sensor
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