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• W2912137037 endingPage "243" @default.
• W2912137037 startingPage "233" @default.
• W2912137037 abstract "Two fundamental approaches to information averaging are based on linear and logarithmic combination, yielding the arithmetic average (AA) and geometric average (GA) of the fusing initials, respectively. In the context of target tracking, the two most common formats of data to be fused are random variables and probability density functions, namely $v$-fusion and $f$-fusion, respectively. In this work, we analyze and compare the second order statistics (including variance and mean square error) of AA and GA in terms of both $v$-fusion and $f$-fusion. The case of weighted Gaussian mixtures representing multitarget densities in the presence of false alarms and misdetection (whose weight sums are not necessarily unit) is also considered, the result of which appears significantly different from that for a single target. In addition to exact derivation, exemplifying analysis and illustrations are provided." @default.
• W2912137037 created "2019-02-21" @default.
• W2912137037 creator A5038025878 @default.
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• W2912137037 date "2019-11-01" @default.
• W2912137037 modified "2023-10-18" @default.
• W2912137037 title "Second-order statistics analysis and comparison between arithmetic and geometric average fusion: Application to multi-sensor target tracking" @default.
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• W2912137037 doi "https://doi.org/10.1016/j.inffus.2019.02.009" @default.
• W2912137037 hasPublicationYear "2019" @default.
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