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Except for the significantly reduced reconstruction errors, our method may also require a noticeably shortened iteration time compared with the existing methods, and hence, the time complexity may be reduced to some extent in the realistic channel estimation applications.
Of course, using the quantum version of this method, the complexity may be reduced to logarithmic.
As a consequence, the time complexity of channel estimations may be reduced to some extent.
Patient adherence may be reduced by the complexity of HAART or the onset of adverse events.
The effectiveness of this regulation is an open question, which may be reduced by formal administrative complexities such as a short time period for whistleblowers to file a civil suit against their employer after retaliation.
According to the Computational Complexity hierarchy the associated decision problem may be reduced in polynomial time to the Dominating Set problem, which belongs to the NP-complete class.
Hence, the complexity reduction target may be reduced in the interest of a better rate-distortion trade-off.
Therefore, the graph may be reduced according to both the complexity and the discriminative capacity of its subgraphs.
We show that the transceiver complexity may be reduced by utilizing an efficient polyphase implementation that is commonly used in the filter bank multicarrier (FBMC) modulation.
The computational complexity of the model selection approaches presented in this paper may be reduced by using a reversible jump MCMC (RJMCMC) approach [ 35].
This complexity cannot be reduced to a simple statistic.
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