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Figure 1 shows reasons for exclusion and the range and number of households and people per cluster and allocation group.
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Results show more efficient clustering and allocation which gives better performance.
In [70], the interference alignment technique is employed jointly with user clustering and resource allocation for efficient spectrum sharing and interference management while the work [71] proposes a joint power control and resource allocation framework for spectrum sharing between D2D and uplink cellular communications in the LTE-based wireless network.
"We are also going to invest heavily in tech — routing, clustering, and rider allocation learning," he added.
rb × 1 user clustering and resource allocation vector and a N all.
The random algorithm indicates that user clustering and resource allocation are random.
Second, we generalize a joint optimization problem of user clustering and resource allocation to maximize the overall throughput.
In this work, we attempt to design low-complexity suboptimal algorithms for joint user clustering and resource allocation optimization programming.
This type of communication can improve spectral efficiency to address future demand, but interference management, user clustering, and resource allocation are three key problems related to resource sharing.
Regardless of the employed scheme, the objective is to maximize the overall system throughput via joint user clustering and resource allocation.
In addition, we also propose a joint user clustering and power allocation (JUCPA) algorithm in which the best user pair is selected as a cluster to attain a higher sum-rate.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com