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Secondly, our implementation is very slow since it includes multiple nonlinear filtering steps and computation of NCVs.
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Figure 5 Nonlinear filtering errors.
In the literature on MTT in sensor network, its survey primarily consists of target dynamic models, observation models and techniques, decision-based methods, multiple-model methods, and nonlinear filtering methods.
The linear filters are based on linear operations, such as addition and constant multiplication, whereas nonlinear filters are based on nonlinear operations, such as minimum value selection.
Two multiple nonlinear regression models were developed.
The work is motivated by and applied to nonlinear filtering.
An example from nonlinear filtering of diffusion process is discussed.
multiple nonlinear regression.
Bilateral filtering is a nonlinear filtering technique introduced by Tomasi and Manduchi [8].
Median filtering is a nonlinear filtering operation and widely used in image processing.
Moreover, the number of these nonlinear processes has to be small, as nonlinear signatures disappear with increasing superposition of multiple nonlinear processes [59], [60].
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