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| 一种多传感器数据信息的融合算法 | |
| 引用本文： | 陈湘萍,刘南平,蔡举.一种多传感器数据信息的融合算法[J].天津师范大学学报(自然科学版),2011,31(1):42-44. |
| 作者姓名： | 陈湘萍 刘南平 蔡举 |
| 作者单位： | 1. 贵州大学电气工程学院,贵州,贵阳,550003 2. 天津师范大学物理与电子信息学院,天津,300387 3. 河北工业大学,信息工程学院,天津,300401 |
| 摘 要： | 为解决在多传感器信息融合技术中出现的测量维数和置信度较低、系统的探测能力和生存能力较差以及空间和时间的范围较窄等问题,提出了一种改进的PSO算法.该算法主要包括对传感器自身特点的分析,以及建立一个综合传感器信息增量和处理时间的目标函数的过程.从实验仿真结果可以看出,该算法可以有效地剔除性能不符合系统标准的传感器,从而更... |
| 关 键 词： | 多传感器 数据融合 PSO算法 |
Data fusion algorithm based on multiply sensors |
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| CHEN Xiangping,LIU Nanping,CAI Ju.Data fusion algorithm based on multiply sensors[J].Journal of Tianjin Normal University(Natural Science Edition),2011,31(1):42-44. | |
| Authors: | CHEN Xiangping LIU Nanping CAI Ju |
| Institution: | CHEN Xiangping1,LIU Nanping2,CAI Ju3 1.The Electrical Engineering College,Guizhou University,Guiyang 550003,Guizhou Province,China,2.College of Physics and Electronic Information,Tianjin Normal University,Tianjin 300387,3.School of Information Engineering,Hebei University of Technology,Tianjin 300401 |
| Abstract: | In order to solve the problems of low measurement dimensions and confidence,bad behavior of detection capability and survivability of the system,narrower range of space and time which appear in multi-sensor information fusion,an improved PSO algorithm has been proposed.The analysis of own characteristics of the sensor,and the establishment of an integrated sensor information gain and processing time of the objective function are included.The simulation results show that the sensors which do not meet the sta... |
| Keywords: | multiply sensors data fusion PSO algorithm |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |