Fundamentals of the Dempster-Shafer Theory

Joseph S. J. Peri

doi:10.1117/12.922934

17 May 2012 Fundamentals of the Dempster-Shafer theory

Joseph S. J. Peri

Author Affiliations +

Proceedings Volume 8392, Signal Processing, Sensor Fusion, and Target Recognition XXI; 839217 (2012) https://doi.org/10.1117/12.922934
Event: SPIE Defense, Security, and Sensing, 2012, Baltimore, Maryland, United States

Abstract

In this paper, I discuss the basic notions of the Dempster Shafer theory. Using a simple engineering example, I highlight sources of confusion in the Dempster Shafer literature, and some questions that arise in the course of applying the Dempster Shafer algorithm. Finally, I discuss the measure theoretic foundation that reveals the intimate connections between the Dempster Shafer theory and Probability theory.

Citation Download Citation

Joseph S. J. Peri "Fundamentals of the Dempster-Shafer theory", Proc. SPIE 8392, Signal Processing, Sensor Fusion, and Target Recognition XXI, 839217 (17 May 2012); https://doi.org/10.1117/12.922934

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