... taken)1
The noise means are denoted by $ \bar{\mathbf{n}} = E[\mathbf{n}]$ and $ \bar{\mathbf{v}} = E[\mathbf{v}]$, and are usually assumed to equal to zero.
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... terms2
While ``second-order'' versions of the EKF exist, their increased implementation and computational complexity tend to prohibit their use.
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...\space 3
$ \mu$ is usually set to a small constant which can be related to the time-constant for RLS weight decay [3]. For a data length of 1000, $ \mu \approx 1e-4$ was used.
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... state-space4
The covariance of $ {\bf u}$ is again adapted using the RLS-weight-decay method.
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