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But, the properties of structured sensing matrix can be exploited for reduced complexity sparse reconstruction.
Several partial cancelers have been suggested [13, 14] that selectively cancel crosstalk and tradeoff rate for reduced complexity.
This does not refer to banal simplification, but indeed to the exclusion principle: the mandatory requirement for reduced complexity.
The object is to improve BER performance of an equalization scheme which uses QR decomposition with M-algorithm detection, while keeping the number of surviving paths low for reduced complexity.
This leads to an iterative detection and channel estimation algorithm based on the Baum-Welch (BW) algorithm, proposed in [23] and modified for reduced complexity in [24] for non-time-varying channels (See [25] and references therein for more non-time-varying semiblind equalization methods).
In this sense, reduction in disorder is not a side-effect of selection for reduced complexity, rather the mechanism of this evolutionary drive.
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The model must be useful for its intended application, and models of reduced complexity are attractive in many cases where time-consuming numerical procedures are required.
The sequence data generated under these standard conditions are of reduced complexity and maybe unsuitable for resequencing to identify relatively rare genetic variants of important biological function.
The main motivation in [8] is the proposal of sub-optimal LDPC decoding algorithm of reduced complexity and less memory requirements for real implementation.
While these results were extremely promising, it should be noted that they were obtained with artificial gene fragments present at relatively high concentrations and in an experimental background of reduced complexity (and thus with a reduced potential for cross-hybridization).
There is less conservation between the number of effectors for PfRab1B and PfRab11A, but similar to their yeast orthologues they also show interactomes of reduced complexity.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com