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The first step of proposed method consists of separating the two waves and the noise using the multicomponent wideband spectral matrix filtering technique (see Section 2).
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This method issued from the Multicomponent Wideband Spectral Matrix Filtering (MWSMF) technique [14, 15] is a subspace separation algorithm derived from the classic spectral matrix filtering presented in [16, 17].
Comparison of the wideband matrix filtering method with those of the classic filtering technique has already been done [15] and gave encouraging result for wideband case.
To further determine the possible lattice distortion of the MnGe nanodots with respect to the Ge matrix, the inversed Fourier transform (Bragg filtering) technique [19] was used where two sets of nano atomic planes are shown in Figure 3c and 3d.
In this section, the proposed subspace separation technique based on Multicomponent Wideband Spectral Matrix Filtering (MWSMF) is briefly explained (for more details, the reader might refer to [14, 15]).
The methods include truncated generalized singular value decomposition, Tikhonov regularization, and a novel filtering technique which mitigates noise propagation by truncating the frequency content of differentiation matrix operators.
Adaptive Kalman filtering (AKF) scheme modifies the noise covariance matrix (Q and R) value based on a window of past innovation sequence whereas SKF is a window based filtering technique which uses past information to obtain the present state estimate.
It is based on the Kalman filtering technique.
Hence no filtering techniques are needed.
Fig. 6 General filtering techniques flowchart.
A: We're using a host of collaborative filtering techniques.
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