期刊文献+

基于神经网络的人工嗅觉系统设计

Design of Artificial Scent System Based on Neural Network
在线阅读 下载PDF
导出
摘要 利用半导体气体传感器的交叉敏特性 ,将气体传感器阵列与自适应共振理论神经网络相结合 ,构建了一个用于临场感机器人的人工嗅觉系统 ,用于对气体的定性识别。实验结果表明 ,该设计方案是可行的。 By adopting the cross sensitive characteristic of semiconductor gas transducer and combining gas transducer array with self-adaptive resonance theory neural network, an artificial scent system of presence robot is structured for qualitative gas recognition. The test shows that this design strategy is feasible.
出处 《自动化仪表》 CAS 北大核心 2003年第4期17-19,共3页 Process Automation Instrumentation
关键词 人工嗅觉系统 气体传感器阵列 自适应共振理论 神经网络 临场感机器人 设计 Gas transducer array Self-adaptive resonance theory Artificial scent Neural network
  • 相关文献

参考文献5

  • 1张立明.人工神经网络的模型及其应用[M].上海:复旦大学出版社,1994..
  • 2曲建岭,王磊,杨建华,高峰.基于自组织特征映射网络的气体识别方法研究[J].测控技术,2000,19(3):6-8. 被引量:5
  • 3Davide F, Natale C. Di, D' Amico A. Self- organization mnltisempsor system for odor classification. Sensors and Actuators, B:Chemical, 1994,18(1):244-258.
  • 4Szczurke A. Application of sensor array and neural networks for quantification of quantification of orgonic solvent vaponrs in air. Sensors and Actuators, B: Chemical, 1999,58( 1 ) :427- 432.
  • 5Hanaki S, Nakamoto T, Moriizumi T. Artificial odor-recognition system using neural network for estimating sensory quantities of blended fragrance. Sensor and actuators, A: Physical, 1996, 57(1): 65-71.

二级参考文献6

  • 1[1]Gardner J W. Detection of Vapours and odours from a Multisensor Array Using Pattern Recognition Part1:Principal Component and Cluster Analysis. Sensors and Actuators B,1991,4:109~115
  • 2[2]Getino J,et al. Analysis of VOCs with a tin oxide sensor array. Sensors and Actuators B,1997,43:200~205
  • 3[3]Natale C D, et al. Complex Chemical Pattern Recognition with Sensor Array: the Discrimination of Vintage Years of Wine. Sensors and Actuators B,1995,24~25:801~804
  • 4[4]Brudzewski K. An Attempt to Apply Elman's Neural-network to the Recognition of Methane Pulse. Sensors and actuators B,1998,47:231~234
  • 5[5]Davide F.et al.Self-organizing multisensor system for odor classification:internal categorization, adaptation and drift rejection. Sensors and Actuators B,1994,18~19:244~25
  • 6[6]Kohonen T. The self organizing map, Proc. IEEE, 1990,78:74~90

共引文献84

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部