Evidence Combination in an Environment With Heterogeneous Sources

@article{Premaratne2007EvidenceCI,
  title={Evidence Combination in an Environment With Heterogeneous Sources},
  author={Kamal Premaratne and Duminda A. Dewasurendra and Peter H. Bauer},
  journal={IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans},
  year={2007},
  volume={37},
  pages={298-309}
}
A framework for the combination of evidence in an environment where data are generated from heterogeneous sources possessing partial or incomplete knowledge about the global network scenario is presented. The approach taken is based on the conditional belief and plausibility notions in Dempster-Shafer evidence theory that allow one to condition these partial knowledge bases so that only that portion of the incoming evidence that is relevant is utilized for updating an existing knowledge base… CONTINUE READING
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Comparison of three uncertainty calculus techniques for ultrasonic map building

  • F. Gambino, G. Oriolo, G. Ulivi
  • Proc. SPIE—Applications of Fuzzy Logic Technology…
  • 1996
Highly Influential
4 Excerpts

Heterogeneous sensor data fusion in distributed sensor networks

  • D. A. Dewasurendra
  • M.S. thesis, Dept. Electr. and Comput. Eng., Univ…
  • 2003
1 Excerpt

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