Multi-sensor data fusion algorithm based on optimal fusion set

被引：0
|
作者：
Yang, Guo-Ning [1 ]
Feng, Xiu-Fang [1 ]
Fan, Liu-Juan [1 ]
机构：
[1] Department of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China
来源：
Ruan Jian Xue Bao/Journal of Software | 2012年 / 23卷 / SUPPL.期
关键词：
Sensor data fusion;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
By focusing on the multi-sensors' measurement on the same characteristic index from different directions, a multi-sensor data fusion algorithm based on optimal fusion set is proposed. The optimal fusion set is defined to obtain the valid observation data, in which the consistent fusion degree and the distribution degree of sensors are measured by using an optimal fusion degree matrix set. Next, the weights of the valid observation data in the fusion process are reasonably assigned. The final expression of data fusion and estimation is obtained. The data fusion results show that this method demonstrates higher fusion precision, and also excellent.
引用
收藏
页码：134 / 140
相关论文
共 50 条
  • [1] Study of optimal weight data fusion algorithm for multi-sensor
    Guo, L
    Zhang, X
    Ma, YH
    ICEMI'2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1-3, 2003, : 452 - 455
  • [2] The algorithm of CFNN image data fusion in multi-sensor data fusion
    Zeng, Xiaohong
    Sensors and Transducers, 2014, 166 (03): : 197 - 202
  • [3] A wavelet-based multi-sensor data fusion algorithm
    Xu, LJ
    Zhang, JQ
    Yan, Y
    IMTC/O3: PROCEEDINGS OF THE 20TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1 AND 2, 2003, : 452 - 457
  • [4] Target tracking algorithm based on the data fusion of multi-sensor
    Wang, Lu-Ping
    Li, Biao
    Hu, Min-Lu
    Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2004, 33 (02): : 194 - 197
  • [5] An optimal algorithm of multi-sensor image fusion based on wavelet transform
    Cheng, YL
    Zhao, RC
    Wang, B
    Jiang, XY
    2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 2004, : 1049 - 1051
  • [6] An Algorithm for Multi-Sensor Data Fusion Target Tracking
    Liu Guo-cheng
    Wang Yong-ji
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 3311 - 3316
  • [7] Obstacles detection algorithm in forest based on multi-sensor data fusion
    Yan, L. (mark_yanlei@bjfu.edu.cn), 1600, Academy Publisher (08)
  • [8] Data fusion algorithm for radar countermeasures and reconnaissance based on multi-sensor
    Liu, Kang
    He, Minghao
    Han, Jun
    Feng, Mingyue
    Du, Xinglin
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2023, 45 (01): : 101 - 107
  • [9] Research on multi-sensor data fusion based on improved BP algorithm
    School of Communication and Control Engineering, Jiangnan University, Wuxi 214122, China
    Dongnan Daxue Xuebao, 2008, SUPPL. 1 (258-261): : 258 - 261
  • [10] Set-based Multi-Sensor Data Fusion For Integrated Navigation Systems
    Ifqir, Sara
    Combastel, Christophe
    Zolghadri, Ali
    5TH CONFERENCE ON CONTROL AND FAULT-TOLERANT SYSTEMS (SYSTOL 2021), 2021, : 219 - 224
12345