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Exact(17)
By increasing, the minimum rate constraints are relaxed.
This iterative procedure finishes until all minimum rate constraints are satisfied.
In this case, the minimum rate constraints have to be ignored. .
In [13], the objective is to maximize a utility function without any hard minimum rate constraints for the RT users.
Due to the nonlinearity of the minimum rate constraints, the convexity of problem (5) does not hold.
Compared to the conventional multiuser resource allocation [8], minimum rate constraints [9] are included to become closer to practical requirements.
Similar(43)
μ k Lagrange multipliers for minimum rate constraint (11) of user K.
The minimum rate constraint was set at 40 bps/Hz unless otherwise stated.
As a result, we can note that the addition of the rate constraints (adding a minimum rate constraint for streaming case) has improved the fairness in the system.
Both these objectives can be met by devising appropriate utility functions that sharply increase at the minimum rate constraint and saturate at the maximum rate constraint.
We define a relaxation coefficient for the minimum rate constraint and replace the minimum rate requirement by to form a perturbed problem.
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