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It also adopts orthogonal frequency division multiplexing (OFDM) to mitigate the effect of multipath fading, resulting in reduced calculation complexity by enabling the MIMO signal processing to be carried out on a per-subcarrier basis.
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The proposed coordinated, distributed algorithm features reduced dimensionality reducing calculation complexity and as such can be applied to on-line optimization, even in the case of low powered distributed controllers.
In order to decrease the number of spanning trees and reduce calculation complexity, adjacent branches located on a loop whose crossing point have a degree of 2 are incorporated into one edge, and branches not located on any loop can be removed from the graph of distribution network.
A few methods, which divide the network into subsystems by redefining internal and external metabolites [ 22] or improve the algorithm deriving EMs from a stoichiometric matrix[ 23], have been proposed to reduce calculation complexity, but they have not fully established yet.
In this algorithm, a recursive method was used to calculate the involved triple integral, which reduced the calculation complexity of a triple integral to a double integral.
So, using a portion of pixels for correlation matrix R or covariance matrix ∑ calculation is a commendable method to reduce computation complexity.
Quantization consists of mapping the input signal and the preamble into -1, 0, and 1 values to avoid the use of complex multipliers and reduce correlation calculation complexity.
The SVD also dramatically reduces the calculation complexity of matrices.
The L-estimate and standard distribution approaches could be combined in some future work to reduce the calculation complexity.
Partial received codes and the relevant column in parity-check matrix can be punctured to reduce the calculation complexity by adaptive parity-check matrix during decoding process.
This modification can reduce the calculation complexity because the number of minimal polynomials over GF(2 m ) is severely lower than the number of elements in GF(2 m ).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com