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This posterior probability distribution will be used to define the priority of User Interest criterion ((r_{ij})).
Let be a real number that reflects the priority of user where, without loss of generality, indicates that user has a higher priority than user.
Then, assuming that the α-fair function is selected as utility function, the gradient scheduling algorithm that maximizes the aggregate utility over all users should compute the priority of user k in subcarrier s and TTI n as: P k n, s = ∂ U α ( r ) ∂ r r = r k n - 1 ¯ ⋅ R k n, s = r - α r = r k n - 1 ¯ ⋅ R k n, s = R k n, s r k n - 1 ¯ α (16).
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The comparison stands as an intriguing testimony to the priority of user-generated content vs. more traditional outlets.
The weight ϖ j,k is used to represent the priority of User- (j,k), giving a larger value to the user with a higher rate requirement.
On the other hand, the priority of users with lower channel quality increases from medium to high.
However, the base station could detect anomalies in user-reported CI and even reduce the priority of users reporting exaggerated requirements.
Nevertheless, these schemes waste limited frequency resources owing to their static allocation and lack of following QoS requirements, network loading conditions, and service priority of users.
It can be seen by this figure that the converged values of 's have the effect of compensating users with the weak channels and reducing the priority of users with strong channels in the scheduling policy.
The higher the value of α t, the higher will be the time domain priority of users suffering from relatively poor channel quality, higher HoL delay, and higher QoS violations.
d A more general SINR balancing problem which can set priority of users (keeping the SINR values of data stream to a fixed ratios)[6], Section IV-C can be formulated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com