[1]陈小惠,万德钧,王庆.模糊逻辑在分布式多目标跟踪融合中的应用研究[J].东南大学学报(自然科学版),2003,33(6):754-757.[doi:10.3969/j.issn.1001-0505.2003.06.018]
 Chen Xiaohui,Wan Dejun,Wang Qing.Study for distributed multitarget tracking fusion using fuzzy logic[J].Journal of Southeast University (Natural Science Edition),2003,33(6):754-757.[doi:10.3969/j.issn.1001-0505.2003.06.018]
点击复制

模糊逻辑在分布式多目标跟踪融合中的应用研究()
分享到:

《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
33
期数:
2003年第6期
页码:
754-757
栏目:
自动化
出版日期:
2003-11-20

文章信息/Info

Title:
Study for distributed multitarget tracking fusion using fuzzy logic
作者:
陈小惠 万德钧 王庆
东南大学仪器科学与工程系, 南京 210096
Author(s):
Chen Xiaohui Wan Dejun Wang Qing
Department of Instrument Science and Technology, Southeast University, Nanjing 210096, China
关键词:
航迹关联 数据融合 模糊逻辑
Keywords:
track correlation data fusion fuzzy logic
分类号:
TP212;TP820.4
DOI:
10.3969/j.issn.1001-0505.2003.06.018
摘要:
多传感器多目标跟踪融合中的目标航迹包含了模糊信息,这种模糊信息可以用模糊隶属度函数来描述.利用对两航迹的位置偏差、速度偏差和加速度偏差进行模糊化、模糊逻辑推理及去模糊等技术,提出了分布式多传感器多目标航迹模糊融合关联方法,计算机仿真结果表明了模糊逻辑方法应用于多目标航迹融合关联判别的有效性,较好地解决了航迹融合关联问题.
Abstract:
The target track in the multisensor multitarget tracking fusion contains the fuzzy information which was described by the fuzzy membership function. A fuzzy method of the track correlation in the distributed multisensor multitarget tracking fusion was presented based on three elements:(1)fuzzification of the position deviation, speed deviation and acceleration deviation between the tracks of different sensors respectively,(2)fuzzy inference based on class of fuzzy logic,(3)defuzzification of fuzzy output. The simulation results show that the fuzzy logic method is valid for the track correlation problem. The method can solve the track correlation fusion problem well.

参考文献/References:

[1] Bar-shalom Y.Multitarget-multisensor tracking:advanced applications[M].Boston,MA:Artech House,1989.167-206.
[2] Cheng K C,Saha R K,Bar-shalom Y.On optimal track-to-track fusion [J].IEEE Trans on AES,1997,33(4):1271-1276.
[3] Zhang Y,Leung H,Lo T,et al.Distributed sequential nearest neighbor multitarget tracking algorithm[J].IEEE Proc RSN,1996,143(4):255-260.
[4] 陈小惠,万德钧,王庆.分布式多传感器多目标跟踪融合算法综述[J].火力与指挥控制,2003,28(3):1-5.
  Chen Xiaohui,Wan Dejun,Wang Qing.An efficient multitarget tracking algorithm with dissimilar sensors[J].Power and Command Control, 2003,28(3):1-5.(in Chinese)
[5] Stover J A,Hall D L,Gibson R E.A fuzzy logic architecture for autonomous multisensor data fusion[J].IEEE Trans on IE,1996,43(3):403-410.
[6] 陈小惠,王建华,黄国建.基于Kohonen神经网络多传感器多目标跟踪方法[J].中国造船,2000,41(4):66-71.
  Chen Xiaohui,Wang Jianhua,Huang Guojian.Method on multitarget-multisensor tracking based on Kohonen neural network [J].Shipbuilding of China, 2000,41(4):66-71.(in Chinese)

相似文献/References:

[1]滕军,卢伟.基于多类型传感器信息的结构损伤识别方法[J].东南大学学报(自然科学版),2010,40(3):538.[doi:10.3969/j.issn.1001-0505.2010.03.020]
 Teng Jun,Lu Wei.Structural damage identification method based on multi-type sensors[J].Journal of Southeast University (Natural Science Edition),2010,40(6):538.[doi:10.3969/j.issn.1001-0505.2010.03.020]
[2]朱大奇,于盛林.电子电路故障诊断的神经网络数据融合算法[J].东南大学学报(自然科学版),2001,31(6):87.[doi:10.3969/j.issn.1001-0505.2001.06.021]
 Zhu Daqi,Yu Shenglin.Neural Network Data Fusion Algorithm of Circuit Fault Diagnosis[J].Journal of Southeast University (Natural Science Edition),2001,31(6):87.[doi:10.3969/j.issn.1001-0505.2001.06.021]
[3]翁永玲,田庆久,惠凤鸣.IKONOS高分辨率遥感影像自身融合效果分析[J].东南大学学报(自然科学版),2004,34(2):274.[doi:10.3969/j.issn.1001-0505.2004.02.031]
 Weng Yongling,Tian Qingjiu,Hui Fengming.Research on the fusion effects of IKONOS high-resolution remote sensing image[J].Journal of Southeast University (Natural Science Edition),2004,34(6):274.[doi:10.3969/j.issn.1001-0505.2004.02.031]
[4]董志芳,李松毅,於文雪,等.一种新的基于投影矩的三维图像配准方法[J].东南大学学报(自然科学版),2003,33(2):219.[doi:10.3969/j.issn.1001-0505.2003.02.026]
 Dong Zhifang,Li Songyi,Yu Wenxue,et al.New way of registration using the projection moment in 3-D image data[J].Journal of Southeast University (Natural Science Edition),2003,33(6):219.[doi:10.3969/j.issn.1001-0505.2003.02.026]
[5]张印强,吉训生,王寿荣.硅微阵列陀螺仪的信号滤波技术[J].东南大学学报(自然科学版),2013,43(6):1222.[doi:10.3969/j.issn.1001-0505.2013.06.017]
 Zhang Yinqiang,Ji Xunsheng,Wang Shourong.Signal filtering method of silicon micro-gyroscope array[J].Journal of Southeast University (Natural Science Edition),2013,43(6):1222.[doi:10.3969/j.issn.1001-0505.2013.06.017]
[6]陈小惠,万德钧,王庆.神经网络在多传感器多目标跟踪中的应用[J].东南大学学报(自然科学版),2003,33(4):414.[doi:10.3969/j.issn.1001-0505.2003.04.009]
 Chen Xiaohui,Wan Dejun,Wang Qing.Study on multisensor multitarget tracking using neural network[J].Journal of Southeast University (Natural Science Edition),2003,33(6):414.[doi:10.3969/j.issn.1001-0505.2003.04.009]

备注/Memo

备注/Memo:
基金项目: 江苏省普通高校自然科学研究计划资助项目(02KJB510002)、国防“十五”课题资助项目(01F005).
作者简介: 陈小惠(1961—),男,博士生,副教授; 万德钧(联系人),男,教授,博士生导师,wandj@seu.edu.cn.
更新日期/Last Update: 2003-11-20