Decision fusion recognition based on modified evidence rule

摘要

A modified evidence combination rule with a combination parameter λ is proposed to solve some problems in D-S theory by considering the correlation and complement among the evidences as well as the size and inter- section of subsets in evidence. It can get reasonable results even the evidences are conflicting. Applying this rule to the real infrared/ millimetre wave fusion system, a satisfactory result has been obtained.