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Specifically, the power allocation scheme should coordinate the device's transmitted power to achieve the maximum system utility.
To find the optimal transmission power vector under the goal of achieving the maximum system utility, we need to get the optimal interference price firstly.
Then, we propose an optimal power allocation scheme in this scenario which holds the characteristics of achieving the maximum system utility and satisfying the QoS requirement of M2M devices and interference constraints of PU.
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Proposition 1: A necessary condition to achieve maximum two-tier overall system utility is that all base stations c ∈ C must assign all their resources to their attached users and thus transmit at their maximum intra-cell available cumulative transmission power Pc,var, for any given feasible P ¯ var (i.e., when equalities in (4) hold).
Generalizing the above, and towards maximizing the cumulative system utility, every cell must transmit at its own maximum feasible power, or in reverse, vector P ¯ var = P ¯ 1, var, …, P ¯ w, var, …, P ¯ | C | − 1, var guarantees maximum total two-tier system cumulative utility.
Figure 11 Average aggregate system utility.
The system utility is defined as the linear weighted sum of all users' utility values.
Given each user's utility definition in (21) and (22), system utility writes.
For SUM, system utility function is defined as.
Disk Utility is a Mac operating system utility that can perform disk-related tasks.
System utilities include a powerful command-line parsing system.
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