| 基于传感器特征可信度的多信息融合模态研究 |
| |
| 引用本文： | 杨剑锋,周宇,侯涛,陈小强.基于传感器特征可信度的多信息融合模态研究[J].传感器与微系统,2013,32(2):50-52,56. |
| |
| 作者姓名： | 杨剑锋 周宇 侯涛 陈小强 |
| |
| 作者单位： | 兰州交通大学自动化与电气工程学院,甘肃兰州,730070 |
| |
| 基金项目： | 铁道部科技研究开发计划项目(2011X008—D);高等学校博士学科点专项科研基金资助项目(20116204110002) |
| |
| 摘 要： | 信息融合关键在于如何控制信息的数量,处理各种信息之间的关系以及优先级别。提出一种基于信息特征可信度的信息融合方法运用于信息融合的模态构建之中。通过预先优化信息特征的可信度进行信息的一次融合,再通过多信息模态中的特征关联进行信息的二次融合。找到最佳的多信息的模态构建方法,提高信息融合的质量和可信度。
|
| 关 键 词： | 独立传感器 信息融合 特征可信度 多模态 |
Study on multi-information fusion modal based on feature credibility of sensor |
| |
| YANG Jian-feng
,
ZHOU Yu
,
HOU Tao
,
CHEN Xiao-qiang.Study on multi-information fusion modal based on feature credibility of sensor[J].Transducer and Microsystem Technology,2013,32(2):50-52,56. |
| |
| Authors: | YANG Jian-feng ZHOU Yu HOU Tao CHEN Xiao-qiang |
| |
| Affiliation: | (School of Automation and Electrical Engineering,Lanzhou Jiaotong University,Lanzhou 730070,China) |
| |
| Abstract: | The key of information fusion is how to control amount of information,process relationship between various information and priority levels.A method for information fusion based on information feature credibility which is applied to mode construction of information fusion is presented.First,through pre-optimizing the credibility of information features information for one fusion,then through feature association in multiple information mode,the second information fusion is realized.Find the best multi-information modal construction method,and improve quality and credibility of information fusion. |
| |
| Keywords: | single sensor information fusion feature credibility multi-modal |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
