Our method is compared with the classical one and the complexity gain is proven.
In such case, the complexity gain will increase importantly to reach a hundred times.
More specifically, we define the complexity gain variable that will allow us to estimate the relative computational efficiency improvement achieved with each polyphase architecture with respect to the conventional transmultiplexer implementation: G t,r ≐ N CM t,r N CM transmux, (70) Figure 17 Number of complex multiplication per unit time for different efficient FBMC transmitter architectures.
For this reason, and the computational complexity gain, we will put the spectral parameters aside and devote our attention to the RD-CTCF.
Approaching the results with linear mixed models, the effect of complexity gained substantial strength, whereas the other factors received at least partial significant support.
Similarly, this effect can be seen when comparing the single-stream and double-stream case, since for the single-stream case, less loading operations have to be conducted, thus leading to larger complexity gains.
On the contrary, lower complexity gain with less performance loss can be obtained when the smaller number of increment trials is used.
However, the complexity of gain adaptation is quadratic to the number of states, and the convergence speed of the EM algorithm is unknown.
We will also exclude those under 16 years of age due to the complexity of gaining informed consent from this group.
Additional explanatory detail is needed at the level of the individual human being, arguably the level of greatest complexity gain due to sentience and self-concept [ 12, 13].
