FUZZY METHODS FOR MULTISENSOR DATA FUSION

被引:45
|
作者
RUSSO, F
RAMPONI, G
机构
[1] Department of Electronics and Computer Science (D.E.E.I.), University of Trieste
关键词
D O I
10.1109/19.293435
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a new general framework for information fusion based on fuzzy methods. In the proposed architecture, feature extraction and feature fusion are performed by adopting a class of (possibly multidimensional) membership functions which take care of the possibility and admissibility of the feature itself. Test cases of one-dimensional and image data fusion are presented.
引用
收藏
页码:288 / 294
页数:7
相关论文
共 50 条
  • [1] FUZZY-SETS AND FUSION OF MULTISENSOR DATA
    WANG, G
    [J]. KYBERNETIKA, 1992, 28 (3-6) : 103 - 106
  • [2] Fuzzy causal probabilistic networks and multisensor: Data fusion
    Pan, HP
    Okello, N
    McMichael, D
    Roughan, M
    [J]. INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING, 1998, 3545 : 550 - 561
  • [3] Multisensor Data Fusion Methods for Petroleum Engineering Applications
    Abdelgawad, A.
    Merhi, Zaher
    Elgamel, Mohamed
    Bayoumi, Magdy
    [J]. SAS 2009 - IEEE SENSORS APPLICATIONS SYMPOSIUM, PROCEEDINGS, 2009, : 235 - 238
  • [4] Multisensor Data Fusion Using Equation Checking and Fuzzy Rules
    Brot, Patrice
    [J]. 2018 21ST INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2018, : 897 - 903
  • [5] Multisensor data fusion using fuzzy-association techniques
    Tummala, M
    Midwood, SA
    Glenn, IN
    [J]. 40TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1 AND 2, 1998, : 953 - 956
  • [6] A fuzzy-logic architecture for autonomous multisensor data fusion
    Stover, JA
    Hall, DL
    Gibson, RE
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1996, 43 (03) : 403 - 410
  • [7] Fuzzy-logic architecture for autonomous multisensor data fusion
    Pennsylvania State Univ, State College, United States
    [J]. IEEE Trans Ind Electron, 3 (403-410):
  • [8] FUSION OF MULTISENSOR DATA
    RICHARDSON, JM
    MARSH, KA
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1988, 7 (06): : 78 - 96
  • [9] Multisensor data fusion
    Varshney, PK
    [J]. INTELLIGENT PROBLEM SOLVING: METHODOLOGIES AND APPROACHES, PRODEEDINGS, 2000, 1821 : 1 - 3
  • [10] Data fusion of multisensor data
    Tang, S
    [J]. KES'2000: FOURTH INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, VOLS 1 AND 2, PROCEEDINGS, 2000, : 537 - 540