Empirical investigations on Dempster-Shafer reasoning system in attribute fusion

被引:0
作者
Silvennoinen, T [1 ]
Korpisaari, P [1 ]
Saarinen, J [1 ]
机构
[1] Tampere Univ Technol, Digital & Comp Syst Lab, FIN-33101 Tampere, Finland
来源
SENSOR FUSION: ARCHITECTURES, ALGORITHMS, AND APPLICATIONS IV | 2000年 / 4051卷
关键词
D O I
10.1117/12.381637
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The tracking system with Dempster-Shafer attribute association algorithm is studied. The aim of the paper is to study how the different parameters affect to the association accuracy. The results show that the proposed Dempster-Shafer attribute association algorithm is robust for parameter variations and thus for modelling errors. The simulations are done according to synthesized data.
引用
收藏
页码:247 / 254
页数:8
相关论文
共 50 条
  • [31] A multi-attribute fusion approach extending Dempster-Shafer theory for combinatorial-type evidences
    Sun, Lin
    Wang, Yanzhang
    EXPERT SYSTEMS WITH APPLICATIONS, 2018, 96 : 218 - 229
  • [32] On Dempster-Shafer and Bayesian detectors
    Ghosh, Donna
    Pados, Dimitris A.
    Acharya, Raj
    Llinas, James
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2006, 36 (05): : 688 - 693
  • [33] CALCULATING DEMPSTER-SHAFER PLAUSIBILITY
    BARNETT, JA
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1991, 13 (06) : 599 - 602
  • [34] Dempster-Shafer theory for sensor fusion in autonomous mobile robots
    Murphy, RR
    IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (02): : 197 - 206
  • [35] Dempster-Shafer Inconsistency Values
    LI Dongmei
    LIN Youfang
    HUANG Houkuan
    HAO Shudong
    WANG Jianxin
    ChineseJournalofElectronics, 2014, 23 (02) : 227 - 231
  • [36] Generalized Dempster-Shafer Structures
    Yager, Ronald R.
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2019, 27 (03) : 428 - 435
  • [37] AN INTERVAL DEMPSTER-SHAFER APPROACH
    LEE, ES
    ZHU, Q
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 1992, 24 (07) : 89 - 95
  • [38] A target identification comparison of Bayesian and Dempster-Shafer multisensor fusion
    Buede, DM
    Girardi, P
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1997, 27 (05): : 569 - 577
  • [39] Reliability in the Thresholded Dempster-Shafer Algorithm for ESM Data Fusion
    Hadzagic, Melita
    St-Hilaire, Marie-Odette
    Valin, Pierre
    BELIEF FUNCTIONS: THEORY AND APPLICATIONS, 2012, 164 : 267 - +
  • [40] Dempster-Shafer fusion of multisensor signals in nonstationary Markovian context
    Boudaren, Mohamed El Yazid
    Monfrini, Emmanuel
    Pieczynski, Wojciech
    Aissani, Amar
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2012,