Array Normalization Algorithms Applied to Qualitative Electronic Noses
文献类型：会议论文
| 作者 | He, L(何磊)
|
| 出版日期 | 2013 |
| 会议名称 | International Conference on Sensors, Measurement and Intelligent Materials (ICSMIM 2012) |
| 会议日期 | DEC 26-27, 2012 |
| 会议地点 | Guilin, PEOPLES R CHINA |
| 关键词 | Electronic nose gas sensor array array normalization algorithms |
| 通讯作者 | Chen, ZY*(陈舟叶) |
| 英文摘要 | In a qualitative electronic nose, different gas concentrations of the training dataset will have a negative effect on the correct recognition rate of the system. In order to reduce or eliminate the impact of the factor of concentration on the qualitative electronic nose, array normalization algorithms are proposed. In this paper, six different array normalization algorithms were studied and compared in different application cases. All of these algorithms are effective in increasing the correct recognition rate of the qualitative electronic nose and different algorithms are biased in favor of different application directions. The algorithms I II and III are most commonly used ones because of their stableness, the algorithms with global compression are better than the ones with local compression when more sensors are used in a array. |
| 收录类别 | CPCI（ISTP） ; EI |
| 会议录 | SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, PTS 1-4
 |
| 会议录出版者 | TRANS TECH PUBLICATIONS LTD, LAUBLSRUTISTR 24, CH-8717 STAFA-ZURICH, SWITZERLAND |
| 语种 | 英语 |
| 源URL | [http://ir.sinano.ac.cn/handle/332007/1197]  |
| 专题 | 苏州纳米技术与纳米仿生研究所_学科交叉综合研究部_何磊团队 |
| 推荐引用方式 GB/T 7714 | He, L. Array Normalization Algorithms Applied to Qualitative Electronic Noses[C]. 见:International Conference on Sensors, Measurement and Intelligent Materials (ICSMIM 2012). Guilin, PEOPLES R CHINA. DEC 26-27, 2012. |
入库方式： OAI收割
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。