A systems approach to data fusion

被引：13
|
作者：
McKerrow, PJ
Volk, SJ
机构：
来源：
ADFS-96 - FIRST AUSTRALIAN DATA FUSION SYMPOSIUM | 1996年
关键词：
D O I：
10.1109/ADFS.1996.581109
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Data fusion is the process of combining signals from several sensors into a single world view. A four-level software architecture provides a generalised framework for designing data fusion systems. Important issues in data fusion are feature extraction, closure criteria, paradigm shifts between levels, error correction and knowledge engineering, Each of these is discussed in the context of a data fusion system for ultrasonic mapping with a mobile robot.
引用
收藏
页码：217 / 222
页数：6
相关论文
共 50 条
  • [1] A data fusion based approach for damage detection in linear systems
    Grande, Ernesto
    Imbimbo, Maura
    FRATTURA ED INTEGRITA STRUTTURALE, 2014, Gruppo Italiano Frattura (29): : 325 - 333
  • [2] Approach to data fusion using uncertain knowledge in geographical information systems
    Electr Eng Jpn, 4 (65-76):
  • [3] Multi sensor data fusion based approach for the calibration of airdata systems
    Majeed, M.
    Kar, I. N.
    AERONAUTICAL JOURNAL, 2011, 115 (1164): : 113 - 122
  • [4] An approach to data fusion using uncertain knowledge in Geographical Information Systems
    Suzuki, M
    Araki, D
    Higashide, A
    Suzuki, T
    ELECTRICAL ENGINEERING IN JAPAN, 1999, 128 (04) : 65 - 76
  • [5] Fusion of Sensors Data in Automotive Radar Systems: A Spectral Estimation Approach
    Zhu, Bin
    Ferrante, Augusto
    Karlsson, Johan
    Zorzi, Mattia
    2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC), 2019, : 5088 - 5093
  • [6] Data fabric and digital twins: An integrated approach for data fusion design and evaluation of pervasive systems
    Macias, Aurora
    Munoz, David
    Navarro, Elena
    Gonzalez, Pascual
    INFORMATION FUSION, 2024, 103
  • [7] A syntactical approach to data fusion
    Bison, P
    Chemello, G
    Sossai, C
    Trainito, G
    QUALITATIVE AND QUANTITATIVE PRACTICAL REASONING, 1997, 1244 : 58 - 70
  • [8] Data fusion approach to biosurveillance
    Introne, JE
    Levit, I
    Harrison, S
    Das, S
    2005 7TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), VOLS 1 AND 2, 2005, : 1359 - 1366
  • [9] A categorical approach to data fusion
    Chemello, G.
    Sossai, C.
    2006 9TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2006, : 1802 - 1809
  • [10] A direct approach to data fusion
    Gilula, Z
    McCulloch, RE
    Rossi, PE
    JOURNAL OF MARKETING RESEARCH, 2006, 43 (01) : 73 - 83
12345