Fusion of different accuracy redundant data

Zidonghua Xuebao/Acta Automatica Sinica

Volumn 31, Issue 6, 2005, Pages 934-942

  Tang, Jin ^a,b   Zhang, Wen Jie ^a   Gao, Yan ^a   Fu, Ming Yu ^c   Cai, Zi Xing ^a  

^a CENTRAL SOUTH UNIVERSITY   (China)

^b NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

^c HARBIN ENGINEERING UNIVERSITY   (China)

Author keywords

Data fusion; Minimum expectation; Monte Carlo method; Uniform distribution; Weighted average

Indexed keywords

DATA HANDLING; DISTRIBUTED DATABASE SYSTEMS; MAXIMUM LIKELIHOOD ESTIMATION; MONTE CARLO METHODS; REDUNDANCY;

FUSION ERROR; HILARE METHOD; MINIMUM EXPECTATION; REDUNDANT DATA FUSION; UNIFORM DISTRIBUTION; WEIGHTED AVERAGE;

SENSOR DATA FUSION;

EID: 30544455025     PISSN: 02544156     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. Zied Elouedi, Khaled Mellouli, Philippe Smets. Assessing sensor reliability for multi-sensor data fusion within the transferable belief model. IEEE Transactions on Systems, Man, and Cybernetics-Part B, 2004, 34(1): 782-787
2. Su Jian-Bo, Wang Jun, Xi Yu-Geng. Incremental learning with balanced update on receptive fields for multi-sensor data fusion. IEEE Transactions on Systems, Man, and Cybernetics-Part B, 2004, 34(1): 659-665
3. Solaiman B, Debon R, Pipelier F, Cauvin J M, Roux C. Information fusion, application to data and model fusion for ultrasound image segmentation. IEEE Transactions on Biomedical Engineering, 1999, 46(10): 1171-1175
4. Ben-Yacoub S, Abdeljaoued Y, Mayoraz E. Fusion of face and speech data for person identity verification. IEEE Transactions on Neural Networks, 1999, 10(5): 1065-1074
5. Quartulli M, Datcu M. Information fusion for scene understanding from interferometric SAR data in urban environments. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41(9): 1976-1985
6. Solberg A H S. Contextual data fusion applied to forest map revision. IEEE Transactions on Geoscience and Remote Sensing, 1999, 37(3): 1234-1243
7. Solaiman B, Pierce L E, Ulaby F T. Multisensor data fusion using fuzzy concepts: application to land-cover classification using ERS-1/JERS-1 SAR composites. IEEE Transactions on Geoscience and Remote Sensing, 1999, 37(3): 1316-1326
8. McKeown D M Jr, Cochran S D, Ford S J, McGlone J C, Shufelt J A, Yocum D A. Fusion of HYDICE hyperspectral data with panchromatic imagery for cartographic feature extraction. IEEE Transactions on Geoscience and Remote Sensing, 1999, 37(3): 1261-1277
9. Azuaje F, Dubitzky W, Black N, Adamson K. Improving clinical decision support through case-based data fusion. IEEE Transactions on Biomedical Engineering, 1999, 46(10): 1181-1185
10. Luo R C, Kay M G. Multisensor integration and fusion in intelligent systems. IEEE Transactions on Systems, Man, and Cybernetics, 1989, 19(5): 901-931
11. Hackett J K, Shah M. Multi-sensor fusion: a perspective. IEEE International Conference Proceedings on Robotics and Automation, 1990, 2: 1324-1330
12. Hall D L, Llinas J. Handbook of Multisensor Data Fusion. Boca Raton, Florida, USA: CRC Press, 2001
13. Baek W, Bommareddy S. Optimal m-ary data fusion with distributed sensors. IEEE Transactions on Aerospace and Electronic Systems, 1995, 31(3): 1150-1152
14. Yifeng Z, Leung H, Yip P C. An exact maximum likelihood registration algorithm for data fusion. IEEE Transactions on Signal Processing, 1997, 45(1): 1560-1573
15. Bloch. Information combination operators for data fusion: a comparative review with classification. IEEE Transactions on Systems, Man and Cybernetics, Part A, 1996, 26(1): 52-67