The Application of D-S Improving Algorithm in Data Fusion

Zhi Gang Ma

doi:10.4028/www.scientific.net/AMR.482-484.684

Paper Titles

Study on Packing Process of the Plastic Air Intake Manifold of Engines
p.663

The Design of the FBG Sensor System for Strain Monitoring Specific to the Key Stratum in Casing Annulus
p.667

Research on Geometric Complexity and Layered Organization of Engineering Drawing Information
p.674

High- Resolution Numerical Model for Dam-Break Flow in an L-Shaped Channel
p.679

The Application of D-S Improving Algorithm in Data Fusion
p.684

The Properties of the Bamboo Rib Fabric
p.688

Design and Optimization of Bolster Casting Process
p.692

Security TF Card Based Short Message Security Enhancement Method for Mobile Terminal System
p.697

The Experimental Study of Feature Recognition during the Standard Section Installation of Tower
p.701

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 482-484The Application of D-S Improving Algorithm in Data...

The Application of D-S Improving Algorithm in Data Fusion

Abstract:

As one of the most important data fusion methods used for dealing with uncertainty problems, the D-S evidence reasoning has been applied to lots of data fusion systems. In this paper, the evidence combination principles of D-S evidence theory are represented in detail firstly. In view of the deficiency of D-S method, one of improved evidence combination method is introduced. A given practical example demonstrates that the improved method can be applied to dominating multi evidences with great confliction, and the performance and reliability of fusion can also be improved.

You might also be interested in these eBooks

View Preview

Info:

Periodical:

Advanced Materials Research (Volumes 482-484)

Pages:

684-687

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.482-484.684

Citation:

Cite this paper

Online since:

February 2012

Authors:

Zhi Gang Ma

Keywords:

Data Fusion, D-S Evidence Theory, Evidence Combination

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Dubios, and Prade H: :International Journal of Intelligence Systems. Vol.9 (1994), p.61.

Google Scholar

[2] Xiangli Li, and Jianping Lv: Sensor Technology. Vol.16 (2009), p.16, in Chinese.

Google Scholar

[3] Lingyu Xu, Guocheng Yin, and Yishan Gong: Journal of Northeastern University. Vol.23 (2008), p.123, in Chinese.

Google Scholar

[4] Jianfeng Li, Xinguang Le and Yong Shang: Chinese Journal of Electronics. Vol.32 (2010), p.1160, in Chinese.

Google Scholar

[5] Tianlu Chen and Peiwen Que: Sensor Technology. Vol.23 (2004), p.25, in Chinese.

Google Scholar

[6] Lijia Xu: System Engineering and Electronics. Vol.26 (2010), p.717, in Chinese.

Google Scholar

[7] Jianhua Jia, Junfeng Wang and Dongqing Feng: Micro Computer Information. Vol.22 (2009), p.192, in Chinese.

Google Scholar