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Specifically, we employ an over-complete basis decomposition of the MIMO channel matrix at each receiver to obtain a sparse approximation of the CSI, which can efficiently be quantized and fed back to the transmitter.
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Without considering K-edge absorption, the energy-dependent attenuation of the human body can be modelled as a linear combination of a set of materials [18] and is then typically expressed in a basis decomposition of two materials or, in terms of the underlying physical interaction processes, photo-electric effect and Compton-scattering.
channel estimation errors and outdated CSIT, we propose to employ an over-complete basis decomposition of (hat {mathbf {H}}_{u}[n]) to obtain a sparse approximation of H u [n].1 Choosing a proper quantization codebook/dictionary (mathcal {D}) for the decomposition, we can achieve a signal denoising gain that provides the wanted robustness.
The performance of the receiver could be improved with more advanced methods taking the correlation into account, like the universal basis based decomposition of the receiver pulse shape filter correlation, as was discussed in [20].
The accuracy of posterior estimates is examined with respect to the order of the PC representation, the choice of PC basis, and the decomposition of the support of the prior.
As communities were defined on basis of module decomposition of the FC matrix, I X) here reflects the level of integration between functional domains of the brain system.
Thus the genome halving problem is to reconstruct the ancestral genome on the basis of a decomposition of the present day genome into a set of apparently duplicated blocks of genes or DNA sequence dispersed among the chromosomes.
First, although the transformed representation of the system dynamics in terms of modes provides a systematic basis for the decomposition of the reaction network, it does not guarantee reducing the number of biochemical species or reactions in the system, since many different species might contribute to one and the same transformed equation.
The constitutive model of finite strain visco-hyperelasticity is founded on the basis of the multiplicative decomposition of the deformation gradient tensor into hyperelastic and viscoelastic parts.
Recent advances in software engineering have enabled the development of software applications from smaller parts (called components) on the basis of an abstract decomposition of the relevant domain (called a framework).
First, there are several possibilities for choosing the basis functions for the decomposition of the dyadic Green tensor, eq 6.
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CEO of Professional Science Editing for Scientists @ prosciediting.com