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Prior velocity and acceleration distributions are often applied in one point initialization, where the track state is initialized based on a single measurement. This distribution is often approximated by a (first two moments preserving) Gaussian distribution. These parameters are derived as a function of the problem dimensionality and target trajectory assumptions.
Aerospace and Electronic Systems, IEEE Transactions on (Volume:49 , Issue: 1 )
Date of Publication: Jan. 2013