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In the other extreme situation, a finite structure without damping (or with proportional damping), where the mode shape (or the ODS) is a straight line on the complex plane, has a unitary complexity coefficient.
Each module has the complexity coefficient where complexity coefficient means complexity of the module operating in 1 bit.
The mode complexity coefficient consists of the correlation coefficient between the real and imaginary parts of the eigenvector, or of the operational deflection shape (ODS).
The complexity coefficient is an upper limit that restricts the influence of the support vectors on the shape of the regression function controlling the trade-off between the prediction error ε (which it is a fix value of 1E-12) and the tube's flatness.
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Firstly, its complexity coefficients can become large when the problem dimension is high, i.e., at the high spectral efficiency, high number of antennas, and high number of users in multi-user MIMO (MU-MIMO) context.
The parameter λ is the complexity-penalized coefficient.
The complexity-penalized coefficient and threshold are 5 and 1, respectively.
(b) The road candidates extracted using MLFD with complexity-penalized coefficient λ and response threshold are 0.9 and 0.5, respectively.
In the decomposition, the complexity-penalized coefficient λ is set to 0.6 and the segments with the response less than 0.6 are discarded.
In the two plots, the points on each curve are obtained with different structure complexity penalty coefficients.
The complexity of the coefficient estimation and detection schemes increases with the delay dispersion and thus with the number of taps.
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